{"meta":{"query_hash":"0e83632104b9","filters":{"topic":"Qualitative Research Methods and Ethics"},"cohort_total":1143,"direct_labels_cover":48,"predictions_cover":1143,"exported":1143,"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/0e83632104b9","api":"https://metacan.xera.ac/api/v1/cohort?topic=Qualitative+Research+Methods+and+Ethics"},"results":[{"id":"W1002435890","doi":"10.5206/fpq/2015.1.2","title":"After Mr. Nowhere: What Kind of Proper Self for a Scientist?","year":2015,"lang":"en","type":"article","venue":"Feminist Philosophy Quarterly","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obligation; Feminism; Sociology; Racism; Colonialism; Social justice; Economic Justice; Epistemology; Moral obligation; Environmental ethics; Gender studies; Law; Social science; Political science; Philosophy","score_opus":0.17670949498768984,"score_gpt":0.46213826285140397,"score_spread":0.28542876786371413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1002435890","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":[0.3747477,0.0076753413,0.011394883,0.127878,0.008902456,0.009412529,0.00082286034,0.00065828254,0.45850798],"genre_scores_gemma":[0.9773041,0.00003212395,0.019803692,0.00033504257,0.0008896496,0.00022825894,0.00000623159,0.000027244754,0.0013736432],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99683297,0.00085801556,0.00037310526,0.00038417729,0.0010315496,0.0005201919],"domain_scores_gemma":[0.9975902,0.0007256234,0.00015579716,0.00031692084,0.00079732906,0.00041411922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067025227,0.00015942764,0.00030075703,0.00011917646,0.00032540777,0.00034886028,0.00042008352,0.00017688161,0.000067107445],"category_scores_gemma":[0.00071718806,0.00013744389,0.00016142313,0.00042234632,0.0015211429,0.0006810656,0.000028337918,0.00021324404,0.00007888974],"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":[0.00050498743,0.00055510434,0.0005061434,0.0004598699,0.00009247716,0.000017402863,0.5277957,2.6899332e-7,0.00030083614,0.44399768,0.0035629573,0.022206582],"study_design_scores_gemma":[0.0011581412,0.003077167,0.00014021067,0.00045468338,0.000043872715,0.0000020206876,0.07005349,0.000037279286,0.00024610537,0.62235105,0.30196398,0.00047197784],"about_ca_topic_score_codex":0.00016501281,"about_ca_topic_score_gemma":0.00014269871,"teacher_disagreement_score":0.6025564,"about_ca_system_score_codex":0.00011200656,"about_ca_system_score_gemma":0.0008073375,"threshold_uncertainty_score":0.56047994},"labels":[],"label_agreement":null},{"id":"W113875495","doi":"","title":"Ethics in qualitative health research.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":17,"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":"Qualitative research; Confidentiality; Harm; Engineering ethics; Research ethics; Informed consent; Ethical issues; Bioethics; Management science; Medicine; Psychology; Sociology; Political science; Alternative medicine; Social psychology; Law; Social science","score_opus":0.9180634371646833,"score_gpt":0.7002125493935658,"score_spread":0.2178508877711175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W113875495","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":[0.010153007,0.0029669392,0.00081372174,0.6934744,0.00026255896,0.0019430169,0.000015458949,0.00008961004,0.29028127],"genre_scores_gemma":[0.9650648,0.0064715836,0.0047002183,0.0024121325,0.0003224301,0.0018272537,0.000001922178,0.000022912085,0.01917671],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.92382663,0.071283385,0.00038271252,0.00036037012,0.0023976802,0.0017492163],"domain_scores_gemma":[0.9800191,0.0188544,0.00006006849,0.00017190614,0.00043119278,0.0004633666],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19305694,0.00007024114,0.00018851062,0.0003094566,0.00094175566,0.00010219616,0.00033032472,0.00019667576,0.00016240416],"category_scores_gemma":[0.06373086,0.00006714036,0.000043797183,0.0014912331,0.00209852,0.00021548549,0.00006745376,0.0022872395,0.00009200582],"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":[0.000004531258,0.000053958876,0.00009416609,0.000022691846,0.0000036627507,0.0000027419476,0.5534957,3.5742084e-7,2.5449725e-7,0.30900925,0.005480306,0.13183236],"study_design_scores_gemma":[0.00027348878,0.00004168203,0.008432807,0.00002758118,4.8413546e-7,1.3238174e-7,0.3562723,0.000020588634,0.0000052116648,0.26716748,0.367626,0.00013221242],"about_ca_topic_score_codex":0.011998925,"about_ca_topic_score_gemma":0.014877739,"teacher_disagreement_score":0.9549118,"about_ca_system_score_codex":0.0005577335,"about_ca_system_score_gemma":0.00033694998,"threshold_uncertainty_score":0.99458027},"labels":[],"label_agreement":null},{"id":"W130166877","doi":"10.1891/0739-6686.18.1.3","title":"Two Decades of Insider Research: What We Know and Don’t Know About Chronic Illness Experience","year":2000,"lang":"en","type":"article","venue":"Annual Review of Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":110,"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":"Insider; Need to know; Medicine; Psychology; Epistemology; Computer science; Philosophy; Computer security","score_opus":0.3583098299925613,"score_gpt":0.6509308551209513,"score_spread":0.29262102512839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W130166877","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":[0.03824936,0.9083756,0.000019416193,0.02885484,0.000115358205,0.0010786359,0.000019556705,0.000019714325,0.023267498],"genre_scores_gemma":[0.088071786,0.9078972,0.0012092151,0.000064492095,0.00021855185,0.000078642646,0.0000026761745,0.0000232183,0.0024342178],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9755016,0.017596021,0.00071084633,0.0006020293,0.004173218,0.0014162869],"domain_scores_gemma":[0.9866858,0.00867181,0.000117556854,0.00057190156,0.003472117,0.00048081006],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.049968045,0.00017724192,0.00063890975,0.00044090304,0.0013184014,0.00020850194,0.0009256041,0.00018745095,0.0011340833],"category_scores_gemma":[0.012998858,0.00014956882,0.00012986455,0.0028154203,0.014271,0.0012897761,0.00017090568,0.0014855176,0.00004141539],"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":[0.000043549655,0.0001389443,0.000031975756,0.002541274,0.000012633177,0.000005275967,0.12629281,5.2455357e-7,0.00018773031,0.024873009,0.003700836,0.84217143],"study_design_scores_gemma":[0.0003039864,0.0005156184,0.00022467924,0.10773545,0.000009793165,0.000003726983,0.21784863,0.000015375175,0.0008867803,0.034379542,0.6378467,0.0002296798],"about_ca_topic_score_codex":0.002248978,"about_ca_topic_score_gemma":0.00031671845,"teacher_disagreement_score":0.8419418,"about_ca_system_score_codex":0.00045492745,"about_ca_system_score_gemma":0.0016731109,"threshold_uncertainty_score":0.99998176},"labels":[],"label_agreement":null},{"id":"W137182872","doi":"","title":"Response to my Commentators","year":2007,"lang":"en","type":"article","venue":"Histoire sociale","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Political science; Philosophy","score_opus":0.16122850140785883,"score_gpt":0.5244056476748323,"score_spread":0.3631771462669735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W137182872","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":[0.32620642,0.00042462023,0.026664276,0.2394755,0.0019552559,0.00077049644,0.000025656449,0.0002812005,0.4041966],"genre_scores_gemma":[0.8653872,0.000043216987,0.028247816,0.009365789,0.00079282955,0.000029384983,0.0000037015602,0.000040279687,0.09608976],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962245,0.0022790555,0.00017643326,0.00016911798,0.0006487898,0.0005021013],"domain_scores_gemma":[0.9969415,0.0023674534,0.00004541649,0.00011859414,0.00019248182,0.00033453555],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.022630367,0.00007096852,0.00012736264,0.00010960426,0.0020502806,0.000042215885,0.00022143671,0.0001185881,0.00030664986],"category_scores_gemma":[0.005015839,0.0000770234,0.00007368014,0.00052434497,0.0011881973,0.00009285716,0.000047057252,0.00021832145,0.00019240685],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060222537,0.00011367866,0.0010284891,0.000010895697,0.000019023812,0.000029959889,0.37977257,2.947782e-7,0.004131529,0.31101233,0.116599575,0.18667944],"study_design_scores_gemma":[0.00013238232,0.000047748446,0.0017694981,0.000007701905,0.0000021378992,8.465877e-8,0.050683532,1.6707816e-7,0.00015618223,0.008342012,0.9387543,0.00010421253],"about_ca_topic_score_codex":0.0030418818,"about_ca_topic_score_gemma":0.004922339,"teacher_disagreement_score":0.82215476,"about_ca_system_score_codex":0.00086685695,"about_ca_system_score_gemma":0.0005163121,"threshold_uncertainty_score":0.9992489},"labels":[],"label_agreement":null},{"id":"W1491173531","doi":"10.4324/9781315429618","title":"Engaging in Narrative Inquiry","year":2016,"lang":"en","type":"book","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":871,"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":"Narrative; Narrative inquiry; Psychology; Sociology; Art; Literature","score_opus":0.402332172177462,"score_gpt":0.5919556801400335,"score_spread":0.18962350796257155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491173531","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":[0.000019889501,0.00027026923,0.0018931474,0.009237601,0.00031386645,0.00023499558,0.000003837976,0.000039115333,0.9879873],"genre_scores_gemma":[0.00015502135,0.0008942839,0.0022504264,0.00026254304,0.00088547857,0.00001781515,0.0000030693504,0.00001720847,0.99551415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939809,0.004372948,0.00022361486,0.00027933932,0.00071477366,0.00042845964],"domain_scores_gemma":[0.9941488,0.005302069,0.00007928658,0.00013907012,0.00019355777,0.00013725304],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014940503,0.00013116698,0.00027030212,0.00020939877,0.00036718833,0.00005434319,0.00029661556,0.0004242478,0.0025817621],"category_scores_gemma":[0.0038708618,0.00009536362,0.00007596179,0.0001159183,0.0018620987,0.00015891115,0.000078459554,0.0009544234,0.00021200841],"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":[0.000003113116,0.0000042708343,0.0000066450416,0.0000146425555,0.000008175402,0.0000069512844,0.37820682,2.6768186e-8,0.0000025192955,0.56710577,0.038476437,0.01616464],"study_design_scores_gemma":[0.00006968515,0.000011484108,0.0000056681038,0.00018299665,9.617305e-7,3.4837484e-8,0.076561324,3.2059307e-7,0.0000021856658,0.33865452,0.5843977,0.00011312749],"about_ca_topic_score_codex":0.00070730626,"about_ca_topic_score_gemma":0.0047409073,"teacher_disagreement_score":0.54592127,"about_ca_system_score_codex":0.00063679303,"about_ca_system_score_gemma":0.0027538768,"threshold_uncertainty_score":0.99833},"labels":[],"label_agreement":null},{"id":"W1493553743","doi":"10.1177/160940691000900107","title":"“Active Waiting”: Habits and the Practice of Conducting Qualitative Research","year":2010,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Université de Montréal","funders":"","keywords":"Qualitative research; Flexibility (engineering); Creativity; Variety (cybernetics); Quality (philosophy); Process (computing); Psychology; Qualitative property; Engineering ethics; Sociology; Computer science; Social psychology; Epistemology; Engineering; Social science; Management; Artificial intelligence","score_opus":0.8817367960001753,"score_gpt":0.8051680372219554,"score_spread":0.07656875877821989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493553743","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30600688,0.0028408903,0.25687206,0.32500464,0.0048964964,0.0012243071,0.00010570234,0.00002971594,0.10301933],"genre_scores_gemma":[0.39342874,0.00057430076,0.60447174,0.00029741364,0.00075891416,0.000015696492,0.000001107804,0.0000182221,0.00043386433],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.76209533,0.23147638,0.0015340806,0.00031889448,0.004041579,0.0005337446],"domain_scores_gemma":[0.67443335,0.30465046,0.0017890709,0.00017948549,0.018708082,0.0002395737],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.41276205,0.0001496414,0.00052288437,0.0005001449,0.0005987606,0.00015054841,0.00096454227,0.00016429316,0.00012500331],"category_scores_gemma":[0.42821777,0.000100588426,0.00021438644,0.00063561514,0.010941063,0.0010480725,0.00021273813,0.002872391,0.0000033639233],"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":[0.0005943967,0.000052597938,0.000003391894,0.000009061033,0.0002630164,0.0000066945654,0.48508412,6.4414206e-7,0.004471473,0.472633,0.00009684122,0.03678477],"study_design_scores_gemma":[0.0009609557,0.00013781371,0.000023570712,0.000072817485,0.00002310008,0.000022539032,0.63792056,0.000032322023,0.0040298826,0.33620054,0.020494929,0.00008096147],"about_ca_topic_score_codex":0.0021088272,"about_ca_topic_score_gemma":0.00016714407,"teacher_disagreement_score":0.3475997,"about_ca_system_score_codex":0.00013471012,"about_ca_system_score_gemma":0.00092563924,"threshold_uncertainty_score":0.99942803},"labels":[],"label_agreement":null},{"id":"W1494669194","doi":"10.3138/9781442683204","title":"Walking the Tightrope","year":2002,"lang":"en","type":"book","venue":"University of Toronto Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":172,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aesthetics; Computer science; Art","score_opus":0.15921482335452836,"score_gpt":0.38521057039787177,"score_spread":0.2259957470433434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494669194","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":[0.0000017353722,0.0031685568,0.0002985093,0.00024632725,0.00012808909,0.0002865988,0.000029801298,0.000033877997,0.9958065],"genre_scores_gemma":[0.000026865951,0.0032873827,0.0012267834,0.000025319845,0.00019940388,2.3786546e-7,0.0000026137932,0.000012247032,0.9952192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970125,0.0016207577,0.000115177005,0.00021846396,0.0007406605,0.00029241544],"domain_scores_gemma":[0.9980089,0.0010753562,0.00020012114,0.00031292555,0.00028183922,0.00012087121],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021010346,0.00013240785,0.00025822053,0.00001392046,0.0008454441,0.000037628743,0.00092697825,0.00032467564,0.001159297],"category_scores_gemma":[0.0001726698,0.00011630182,0.00018657363,0.0000020183543,0.0020504985,0.00010646508,0.00022805002,0.00043701226,0.000012261549],"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":[0.000022142423,0.00001147379,7.608208e-7,0.00006921175,0.00012312375,0.0000147107685,0.20269726,3.587586e-7,0.000005509568,0.62867093,0.12764947,0.040735014],"study_design_scores_gemma":[0.00011026903,0.00003041634,0.0000054239886,0.00010228271,0.000046948848,1.1472709e-7,0.0022952876,0.0000052932933,0.0000039812394,0.0048898985,0.99237764,0.0001324361],"about_ca_topic_score_codex":0.23303384,"about_ca_topic_score_gemma":0.097184904,"teacher_disagreement_score":0.86472815,"about_ca_system_score_codex":0.0005494047,"about_ca_system_score_gemma":0.00042497477,"threshold_uncertainty_score":0.9997538},"labels":[],"label_agreement":null},{"id":"W1504070492","doi":"10.7202/1069375ar","title":"Commentary: “Inside Looking Out, Outside Looking In”","year":2020,"lang":"en","type":"article","venue":"First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"George Brown College","funders":"","keywords":"Psychoanalysis; Sociology; Psychology","score_opus":0.06500597780964573,"score_gpt":0.4187905362901666,"score_spread":0.35378455848052087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504070492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3632811,0.31566253,0.0005424749,0.31001806,0.0004957246,0.0010700863,0.00005632079,0.000091758135,0.0087819295],"genre_scores_gemma":[0.6811136,0.31576598,0.00080151454,0.00095849734,0.0012389708,0.00002515263,0.000004902376,0.000045972072,0.00004539151],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9940437,0.002436458,0.0011696393,0.0007175879,0.0007722246,0.0008603647],"domain_scores_gemma":[0.99392337,0.0038316345,0.00076407805,0.00042767113,0.0004563012,0.0005969572],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0062123896,0.00050854054,0.0011603362,0.0002871265,0.00425717,0.00041302227,0.0014185273,0.00014930249,0.000110093904],"category_scores_gemma":[0.0021481055,0.00037592382,0.0004929946,0.00067568064,0.0016150725,0.0010971164,0.0012517945,0.0016136193,0.000013860208],"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":[0.00018923303,0.00035725947,0.022440925,0.0036241312,0.00022927932,0.00004044161,0.9626432,0.000060051127,0.000023478347,0.003361117,0.003220051,0.0038107985],"study_design_scores_gemma":[0.00094635575,0.000923699,0.050396148,0.02496931,0.00022091308,0.000061098326,0.8754983,0.0002610856,0.000022470631,0.0041090646,0.04177808,0.0008134581],"about_ca_topic_score_codex":0.0007350592,"about_ca_topic_score_gemma":0.0595072,"teacher_disagreement_score":0.3178325,"about_ca_system_score_codex":0.00028632244,"about_ca_system_score_gemma":0.00028405388,"threshold_uncertainty_score":0.9998693},"labels":[],"label_agreement":null},{"id":"W1507845786","doi":"10.1177/160940691401300119","title":"Generic Qualitative Approaches: Pitfalls and Benefits of Methodological Mixology","year":2014,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":618,"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":"Rigour; Allegiance; Qualitative research; Management science; Engineering ethics; Epistemology; Computer science; Interpretation (philosophy); Sociology; Data science; Engineering; Political science; Social science; Politics","score_opus":0.943681596231911,"score_gpt":0.7401475880554821,"score_spread":0.20353400817642886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1507845786","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08598489,0.0019452133,0.8919511,0.012029333,0.0007351499,0.00015634739,0.000027720276,0.000011781986,0.007158495],"genre_scores_gemma":[0.09965786,0.00090135634,0.8983823,0.0003215117,0.00047541835,0.000008689092,0.0000026954467,0.000016044447,0.00023413266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8492427,0.14727953,0.0013076991,0.000309047,0.001482326,0.0003787042],"domain_scores_gemma":[0.92193353,0.073605716,0.0014152075,0.00014059397,0.002616782,0.00028815688],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19135116,0.00020375819,0.00084382616,0.0004900959,0.00017820676,0.00006348744,0.00079313526,0.0002405758,0.000101853635],"category_scores_gemma":[0.08348904,0.00016076294,0.00027750997,0.00038755828,0.0031607635,0.00036147988,0.00015869453,0.0006741159,0.0000027831748],"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":[0.0001703823,0.00008486684,0.00005012569,0.000021391586,0.00027598703,0.0000018405308,0.38895223,0.000043276585,0.0009452492,0.51909953,0.00007289584,0.090282224],"study_design_scores_gemma":[0.0008083129,0.0007712874,0.00080006226,0.00011317701,0.00004789616,0.000015624564,0.3734435,0.00015422028,0.0024983007,0.60544187,0.01566994,0.00023577797],"about_ca_topic_score_codex":0.00031560648,"about_ca_topic_score_gemma":0.000045160978,"teacher_disagreement_score":0.10786212,"about_ca_system_score_codex":0.00013053231,"about_ca_system_score_gemma":0.00029028862,"threshold_uncertainty_score":0.9995521},"labels":[],"label_agreement":null},{"id":"W1508106046","doi":"10.1177/160940691101000301","title":"Transitioning from Clinical to Qualitative Research Interviewing","year":2011,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal General Hospital; McMaster University; McGill University","funders":"","keywords":"Interview; Qualitative research; Psychology; Semi-structured interview; Quality (philosophy); Applied psychology; Medical education; Data collection; Medicine; Sociology; Social science","score_opus":0.9816651080160402,"score_gpt":0.8547239482661203,"score_spread":0.12694115974991993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1508106046","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047402345,0.00054268393,0.9098819,0.01772866,0.00243365,0.0002526895,0.000054404347,0.00002202338,0.021681644],"genre_scores_gemma":[0.13833234,0.00034220773,0.8587778,0.0008150648,0.001269293,0.000016576516,0.0000036009194,0.000025883925,0.00041723973],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.771936,0.22194183,0.002026429,0.00041431535,0.0030761189,0.0006052977],"domain_scores_gemma":[0.9249495,0.06402728,0.00071952376,0.00021310298,0.009418841,0.00067174394],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.35057345,0.00018586901,0.0006413816,0.0008892266,0.00045201453,0.00018149019,0.0015636348,0.00021216499,0.0011995916],"category_scores_gemma":[0.08254001,0.00016406468,0.00048427997,0.00084089977,0.002198066,0.0007996011,0.00018935381,0.0018473563,0.00008382231],"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":[0.0004242201,0.00017157596,0.00005194234,0.000005293528,0.0004234565,0.000036313333,0.7592253,0.0000010026894,0.0005904528,0.13705122,0.00080786017,0.10121133],"study_design_scores_gemma":[0.0004139293,0.00043144615,0.00042576288,0.0002682697,0.000016836608,0.0000019132788,0.58535945,0.000008178961,0.0009961297,0.3809725,0.030960502,0.00014508338],"about_ca_topic_score_codex":0.0036676275,"about_ca_topic_score_gemma":0.00031118206,"teacher_disagreement_score":0.26803344,"about_ca_system_score_codex":0.0004351312,"about_ca_system_score_gemma":0.0008699217,"threshold_uncertainty_score":0.9997134},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W1509114464","doi":"","title":"In/out/side: Positioning the Researcher in Feminist Qualitative Research","year":2000,"lang":"en","type":"article","venue":"Resources for feminist research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Insider; Sociology; Context (archaeology); Qualitative research; Feeling; Subjectivity; Epistemology; Social psychology; Social science; Law; Psychology; Political science","score_opus":0.5607939688163119,"score_gpt":0.6805806184502735,"score_spread":0.11978664963396157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509114464","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":[0.26133388,0.0011846073,0.000034225035,0.08072891,0.00009488567,0.003416143,0.00011107834,0.000052879423,0.6530434],"genre_scores_gemma":[0.9041791,0.0011511358,0.0022337034,0.00044053045,0.0010125655,0.0020145222,0.00001758991,0.000096778975,0.08885405],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9234082,0.06379092,0.0010031566,0.0011627307,0.0066536805,0.0039813174],"domain_scores_gemma":[0.9249324,0.072166644,0.00007938419,0.00081516505,0.0014373112,0.0005690429],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2714805,0.00025792775,0.000490975,0.001397741,0.0051992177,0.0010822959,0.0022680827,0.0005069289,0.0015077326],"category_scores_gemma":[0.03085322,0.00020838772,0.00019319354,0.005271568,0.012267638,0.0003456273,0.00038800167,0.005234614,0.00045150705],"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":[0.0009297116,0.00028758324,0.0006214599,0.00012584779,0.000026176147,0.00006910448,0.8087686,0.000010476796,0.0002706471,0.16385596,0.012470378,0.012564073],"study_design_scores_gemma":[0.0005526692,0.00031965078,0.00050117547,0.00019788035,0.0000014775001,0.0000014395121,0.37099493,0.000077583165,0.00009874495,0.10934645,0.5177285,0.0001795003],"about_ca_topic_score_codex":0.023195596,"about_ca_topic_score_gemma":0.01888814,"teacher_disagreement_score":0.6428452,"about_ca_system_score_codex":0.0013261401,"about_ca_system_score_gemma":0.0017195084,"threshold_uncertainty_score":0.9999547},"labels":[],"label_agreement":null},{"id":"W1512206981","doi":"10.24908/ss.v3i2/3.3498","title":"Institutional Ethnography and Surveillance Studies: An Outline for Inquiry","year":2002,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":43,"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":"Ethnography; Sociology; Interview; Power (physics); Consciousness; Epistemology; Social science; Anthropology","score_opus":0.4569171208482845,"score_gpt":0.5388639338175667,"score_spread":0.08194681296928219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1512206981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84063834,0.054338116,0.045296717,0.046927515,0.002974185,0.0024830094,0.0006289867,0.000708677,0.0060044383],"genre_scores_gemma":[0.93693084,0.031251542,0.028693836,0.001167575,0.0012704951,0.00012452215,0.000029121358,0.000026331272,0.0005057269],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965158,0.0015740814,0.00028104105,0.00044699048,0.0005962939,0.00058578886],"domain_scores_gemma":[0.99587,0.002882677,0.000102753846,0.00021421905,0.0007002469,0.00023013134],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01288979,0.00016752184,0.00034451188,0.000036561538,0.0016783547,0.00009492384,0.00023215468,0.00019489124,0.000044897435],"category_scores_gemma":[0.0032687616,0.00015244642,0.00020694407,0.00052942557,0.0038940213,0.00030995437,0.00006415572,0.00031716854,0.000005436478],"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":[0.000066593435,0.0002959696,0.102073744,0.00039897466,0.00042094078,0.000003114218,0.71913165,0.000041914245,0.00016515964,0.08399164,0.03867531,0.054734997],"study_design_scores_gemma":[0.0020636083,0.00043201397,0.0436082,0.00005777305,0.000009306086,0.0000016356918,0.26331612,0.0022720008,0.000014686593,0.039910067,0.6473739,0.0009406725],"about_ca_topic_score_codex":0.00027289544,"about_ca_topic_score_gemma":0.0026378697,"teacher_disagreement_score":0.6086986,"about_ca_system_score_codex":0.0001141763,"about_ca_system_score_gemma":0.00011640913,"threshold_uncertainty_score":0.99962133},"labels":[],"label_agreement":null},{"id":"W1520573920","doi":"10.1177/160940691201100408","title":"“Thanks for Using Me”: An Exploration of Exit Strategy in Qualitative Research","year":2012,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":53,"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; University of Regina; Medicine Hat College","funders":"","keywords":"Cognitive reframing; Qualitative research; Closure (psychology); Participant observation; Context (archaeology); Psychology; Qualitative property; Social psychology; Sociology; Public relations; Political science; Social science; Computer science","score_opus":0.9785736177452393,"score_gpt":0.8477409502767863,"score_spread":0.130832667468453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520573920","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10318182,0.0007224002,0.8895814,0.0027886,0.0007163608,0.00039742023,0.000050248284,0.0000059437207,0.0025558514],"genre_scores_gemma":[0.37272695,0.0002180613,0.62612337,0.000040318384,0.00070338557,0.000024447056,0.0000058145,0.000019660043,0.00013802378],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8742859,0.120773554,0.001489048,0.00022595556,0.0025606668,0.00066488644],"domain_scores_gemma":[0.9539106,0.03678999,0.0009515821,0.00013302395,0.007910113,0.0003047246],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.30451995,0.00015211263,0.0005051453,0.0017254492,0.0002393277,0.00009698414,0.00073391426,0.0001911355,0.00009210088],"category_scores_gemma":[0.043720897,0.00013718466,0.00020961025,0.0011076772,0.001566852,0.0040600295,0.00006958355,0.0008238934,0.0000017533517],"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":[0.00033733208,0.0002428851,0.000044859113,0.000024063991,0.00010027922,0.0000014838246,0.5513989,0.00006912009,0.005414447,0.4300918,0.00004313169,0.012231744],"study_design_scores_gemma":[0.0004862459,0.0003748263,0.00006898251,0.000108813445,0.000008789319,0.0000012821728,0.5874602,0.00021633958,0.0038895174,0.40569827,0.0015855407,0.00010115343],"about_ca_topic_score_codex":0.0013357026,"about_ca_topic_score_gemma":0.0002464523,"teacher_disagreement_score":0.2695451,"about_ca_system_score_codex":0.0004923674,"about_ca_system_score_gemma":0.000888544,"threshold_uncertainty_score":0.96433425},"labels":[],"label_agreement":null},{"id":"W1524171196","doi":"","title":"Advances in Qualitative Methods 2014, Poster Abstracts","year":2014,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods - ARCHIVE","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Computer science; Data science","score_opus":0.48310883602950466,"score_gpt":0.7215847171474252,"score_spread":0.23847588111792056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524171196","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029920167,0.0014315146,0.91726375,0.01419809,0.0016535728,0.00026808368,0.00005646271,0.000020693202,0.062115822],"genre_scores_gemma":[0.026473088,0.002401141,0.9691052,0.00073275453,0.00080148835,0.000022777525,0.000009636672,0.000035981233,0.00041796794],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8353045,0.15934597,0.0020110742,0.0004641083,0.0021524031,0.0007219718],"domain_scores_gemma":[0.89516544,0.099596865,0.0017916493,0.00023374274,0.00273681,0.0004754716],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.18412693,0.00032908595,0.0008722795,0.0011546508,0.00027620787,0.00019422603,0.0014159027,0.00018124541,0.00028957933],"category_scores_gemma":[0.07624776,0.000280567,0.00044639254,0.00049104745,0.0023576946,0.0015768406,0.00018554443,0.0015523197,0.00004164359],"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":[0.00036358862,0.00013978867,0.00004926458,0.000024049581,0.00014452728,0.000019035198,0.5529293,0.000057141402,0.0015637312,0.22308478,0.00033440927,0.2212904],"study_design_scores_gemma":[0.000806309,0.00032765893,0.0005210626,0.00021117904,0.000016755588,0.000008666773,0.2427239,0.0000611755,0.0012079378,0.6392214,0.11463495,0.0002590315],"about_ca_topic_score_codex":0.0007945741,"about_ca_topic_score_gemma":0.0005708966,"teacher_disagreement_score":0.4161366,"about_ca_system_score_codex":0.0003959389,"about_ca_system_score_gemma":0.0006746412,"threshold_uncertainty_score":0.99996465},"labels":[],"label_agreement":null},{"id":"W1533379679","doi":"","title":"What Counts as Research","year":2012,"lang":"en","type":"article","venue":"PLA Inside Out: An International Journal on Theory, Research and Practice in Prior Learning Assessment","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Computer science","score_opus":0.47845354487445624,"score_gpt":0.6965054968864844,"score_spread":0.2180519520120282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1533379679","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":[0.16980578,0.0020008148,0.00061237195,0.06777285,0.003470796,0.0005401605,0.000004263385,0.000040856758,0.7557521],"genre_scores_gemma":[0.94492316,0.035581186,0.00433635,0.00057206943,0.0018219115,0.000034112247,0.0000050376216,0.000031164873,0.012695007],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9561763,0.037882626,0.00031620244,0.0002609109,0.004474938,0.0008890117],"domain_scores_gemma":[0.95497805,0.041916776,0.00014676563,0.00014904051,0.0022272312,0.00058216474],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16963148,0.00010687622,0.00014713932,0.0007641132,0.0013675177,0.002172821,0.0005787639,0.00014826556,0.0012019108],"category_scores_gemma":[0.07834298,0.00009356708,0.000039338658,0.00032997614,0.0009391981,0.0035372826,0.00018320834,0.0053301044,0.0004219183],"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":[0.00072320603,0.00047155764,0.0022059116,0.0000073824913,0.00007966633,0.00015714197,0.050446533,0.000011806734,0.00014524268,0.79272705,0.0006152432,0.15240924],"study_design_scores_gemma":[0.00035024178,0.00065557926,0.0032931773,0.00020684187,0.0000032404573,0.00005509699,0.16047646,0.000033589324,0.000023192571,0.14268468,0.6920965,0.000121437675],"about_ca_topic_score_codex":0.00042575388,"about_ca_topic_score_gemma":0.00009165118,"teacher_disagreement_score":0.7751174,"about_ca_system_score_codex":0.00076033256,"about_ca_system_score_gemma":0.0012375664,"threshold_uncertainty_score":0.9999326},"labels":[],"label_agreement":null},{"id":"W1533694666","doi":"10.1177/160940691501400105","title":"Imagination as Method","year":2015,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":25,"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":"Ethnography; Imagination; Aesthetics; Planet; Space (punctuation); Sociology; Epistemology; Art; Anthropology; Philosophy","score_opus":0.8753811756696065,"score_gpt":0.8085323310950135,"score_spread":0.06684884457459295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1533694666","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001083739,0.0006487643,0.89323574,0.04437992,0.001999444,0.000100356156,0.000007313228,0.000017502272,0.05852723],"genre_scores_gemma":[0.011874668,0.00018893949,0.98400605,0.00077194435,0.0009372841,0.0000056257395,0.0000023015307,0.000015518823,0.0021976891],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9383541,0.0579108,0.0007678789,0.00017477274,0.0025045322,0.00028792478],"domain_scores_gemma":[0.9767717,0.013077703,0.00075482076,0.00010650534,0.0088355495,0.000453738],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16517638,0.00012757198,0.00032713244,0.0004942803,0.00014318516,0.00018321288,0.0008324709,0.00010996797,0.0002475607],"category_scores_gemma":[0.07809096,0.000109205124,0.00021323224,0.00041889836,0.00079685537,0.00090342556,0.00008138646,0.00058419036,0.000045367964],"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":[0.00013878969,0.000062694795,0.000022236301,0.0000029679038,0.00015552429,0.000025118581,0.36566848,0.000012183738,0.00063453335,0.43589723,0.0015929787,0.19578725],"study_design_scores_gemma":[0.0005147175,0.00016185471,0.00002975421,0.00003098163,0.000013231088,0.000018900078,0.21866043,0.00005219449,0.0014186547,0.585226,0.19377445,0.000098833225],"about_ca_topic_score_codex":0.0009398032,"about_ca_topic_score_gemma":0.00003126476,"teacher_disagreement_score":0.19568843,"about_ca_system_score_codex":0.00055111304,"about_ca_system_score_gemma":0.0015725285,"threshold_uncertainty_score":0.9296747},"labels":[],"label_agreement":null},{"id":"W1533795429","doi":"","title":"Reflections on Giving Back and Giving Thanks","year":2014,"lang":"en","type":"article","venue":"Journal of research practice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Sociology; Virtue; Power (physics); Reciprocal; Scope (computer science); Epistemology; Field (mathematics); Social science; Philosophy; Computer science","score_opus":0.6420454206178962,"score_gpt":0.7204314439347254,"score_spread":0.0783860233168292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1533795429","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":[0.013644461,0.0004847146,0.013365552,0.19151595,0.00036896308,0.00023697501,0.0000015938635,0.000014785205,0.780367],"genre_scores_gemma":[0.8251573,0.012278042,0.12942237,0.00138872,0.0037554458,0.000008955512,2.0829472e-7,0.000041628085,0.027947322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9754043,0.021388661,0.00028494492,0.00014891654,0.002266082,0.00050707755],"domain_scores_gemma":[0.9454021,0.051551424,0.00024598872,0.00014044941,0.0022725007,0.00038752117],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12177781,0.00006635741,0.00016820406,0.00041367725,0.0013792223,0.00041528442,0.00030018546,0.00011642968,0.00024871004],"category_scores_gemma":[0.21991667,0.000053613814,0.000060199618,0.0007200837,0.0009430385,0.0012196704,0.00009388323,0.0025348535,0.000069108166],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006209003,0.00042222973,0.00055425684,0.00019932352,0.0001697888,0.00008253511,0.09449893,0.000024764455,0.0044216844,0.74162686,0.022162877,0.13521586],"study_design_scores_gemma":[0.00019768772,0.0007309296,0.00045421123,0.00016056975,0.0000052685787,0.000025285102,0.042960707,0.000034532542,0.00009716576,0.02741504,0.9278565,0.00006209857],"about_ca_topic_score_codex":0.0007307566,"about_ca_topic_score_gemma":0.00030700394,"teacher_disagreement_score":0.90569365,"about_ca_system_score_codex":0.00018951202,"about_ca_system_score_gemma":0.00062738115,"threshold_uncertainty_score":0.99992085},"labels":[],"label_agreement":null},{"id":"W1535981055","doi":"10.2307/1602252","title":"Key Themes in Qualitative Research: Continuities and Change","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":299,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Key (lock); Qualitative research; Sociology; Psychology; Pedagogy; Anthropology; Ecology; Biology","score_opus":0.677665733440465,"score_gpt":0.5706839590623309,"score_spread":0.10698177437813405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535981055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9090054,0.0040719756,0.000026363032,0.07510433,0.0010082449,0.00026248491,0.000012256594,0.0000028029733,0.010506116],"genre_scores_gemma":[0.99310654,0.00078122696,0.0011453811,0.0003764496,0.0006845671,0.000039299543,0.0000027487908,0.000011080521,0.003852721],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9944971,0.00417862,0.00033205288,0.000141155,0.00017108805,0.0006799613],"domain_scores_gemma":[0.9953622,0.0016694206,0.00017956382,0.00011797699,0.001449188,0.0012216334],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016759733,0.000078356425,0.0001716553,0.001099506,0.00047870967,0.00014457728,0.00023506524,0.000112649504,0.000341934],"category_scores_gemma":[0.015987178,0.00008617715,0.000035276993,0.0007570427,0.0008034419,0.0004911746,0.000005692609,0.0005286495,0.0000066104058],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020087473,0.000018770921,0.0011867029,0.000029383857,0.0000057567,0.000004684251,0.8700935,3.1455963e-7,0.00000966099,0.109716356,0.004391541,0.014541327],"study_design_scores_gemma":[0.00008947774,0.00006138365,0.006729622,0.0002105357,0.000004201103,0.000012966802,0.79283226,0.000011860301,0.000005413061,0.06562659,0.13432698,0.0000886939],"about_ca_topic_score_codex":0.38919532,"about_ca_topic_score_gemma":0.9542846,"teacher_disagreement_score":0.5650893,"about_ca_system_score_codex":0.0034177331,"about_ca_system_score_gemma":0.0057297703,"threshold_uncertainty_score":0.99990684},"labels":[],"label_agreement":null},{"id":"W1536499282","doi":"","title":"\"Pictures of Me? at Work?\": The Case of the Declining Subject (1)","year":2000,"lang":"en","type":"article","venue":"Resources for feminist research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Subject (documents); Sociology; Identity (music); Meaning (existential); Law; Epistemology; Media studies; Aesthetics; Political science; Computer science; Art; Philosophy","score_opus":0.2973265582450968,"score_gpt":0.5651449067619744,"score_spread":0.2678183485168776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1536499282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.900098,0.0009767279,0.000018513963,0.0066295564,0.00004860498,0.00077728485,0.0000474897,0.000011926559,0.09139186],"genre_scores_gemma":[0.9771688,0.0002672174,0.00065055775,0.00005632826,0.00019820227,0.00006850275,9.203032e-7,0.000017883682,0.021571606],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98996335,0.007185196,0.00041967956,0.00027369216,0.0014086586,0.0007494474],"domain_scores_gemma":[0.9751743,0.023465332,0.00013101399,0.0005615,0.00051983964,0.00014799443],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.036883593,0.000107229585,0.00025598073,0.00010176883,0.0023418847,0.00008767399,0.0011450633,0.00018095347,0.0005091806],"category_scores_gemma":[0.009249303,0.00005843067,0.00025572002,0.0012947457,0.0069031846,0.000040163584,0.00026070644,0.00071423774,0.000009790879],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017925671,0.00023832098,0.016511811,0.0004416031,0.00021662167,0.00006183559,0.69773126,0.00007494993,0.0010840859,0.09673491,0.016860366,0.16825166],"study_design_scores_gemma":[0.00043503297,0.0003014906,0.0017728667,0.00019204378,0.000021197642,0.00001748005,0.11950655,0.00007260158,0.0026418786,0.022023777,0.8528594,0.00015568509],"about_ca_topic_score_codex":0.0045087542,"about_ca_topic_score_gemma":0.0035952295,"teacher_disagreement_score":0.835999,"about_ca_system_score_codex":0.00010875575,"about_ca_system_score_gemma":0.0003716058,"threshold_uncertainty_score":0.9990962},"labels":[],"label_agreement":null},{"id":"W1538947722","doi":"","title":"Confronting Two-Tiered Community Recreation and Poor Women's Exclusion: Promoting Inclusion, Health and Social Justice","year":2002,"lang":"en","type":"article","venue":"Canadian women's studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":26,"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":"Recreation; Social exclusion; Inclusion (mineral); Inclusion–exclusion principle; Sociology; Social justice; Economic Justice; Criminology; Gender studies; Political science; Law","score_opus":0.20531839489346368,"score_gpt":0.4648495876919773,"score_spread":0.25953119279851367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538947722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95287025,0.0028180764,0.000019957042,0.038898926,0.00015439234,0.00040261692,0.000023780967,0.000042696316,0.0047693066],"genre_scores_gemma":[0.9909924,0.0020433248,0.0012380428,0.0039901705,0.0002888439,0.00007993033,0.0000039460456,0.00001634322,0.0013469716],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99366903,0.0044884123,0.0002682347,0.0002274213,0.00039212688,0.0009547842],"domain_scores_gemma":[0.99705267,0.001540951,0.00014601361,0.00009668392,0.0003521377,0.000811517],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012111687,0.00014892458,0.0003696342,0.00016351242,0.018001646,0.00012493196,0.00015662838,0.00008756335,0.00007514134],"category_scores_gemma":[0.0057160715,0.0001484952,0.000018776374,0.00032375025,0.0015244398,0.00021279098,0.00045129244,0.0005348948,0.0000028490776],"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":[0.0000065551135,0.000015292124,0.00018647857,0.00027436644,0.000046327943,0.0000037199209,0.95910555,1.00861975e-7,0.000015884985,0.014481711,0.00059844105,0.025265558],"study_design_scores_gemma":[0.00034684685,0.00014658469,0.00015378997,0.000074021256,0.0000074288173,8.7410655e-7,0.9424065,0.000067583685,8.9630504e-7,0.027024476,0.029607669,0.0001633395],"about_ca_topic_score_codex":0.015161937,"about_ca_topic_score_gemma":0.06666969,"teacher_disagreement_score":0.051507752,"about_ca_system_score_codex":0.0018010321,"about_ca_system_score_gemma":0.0005613785,"threshold_uncertainty_score":0.9913962},"labels":[],"label_agreement":null},{"id":"W1542195091","doi":"10.18806/tesl.v28i0.1079","title":"Translating Interviews, Translating Lives: Ethical Considerations in Cross-Language Narrative Inquiry","year":2011,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Narrative; Happening; Qualitative research; Narrative inquiry; Process (computing); Linguistics; Psychology; Sociology; Pedagogy; Computer science; Social science","score_opus":0.38777606051613245,"score_gpt":0.5407525507505858,"score_spread":0.15297649023445337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542195091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72740954,0.044606652,0.026578186,0.11160626,0.002496557,0.001353031,0.00006667295,0.00013584383,0.08574725],"genre_scores_gemma":[0.97258174,0.00005323547,0.01790682,0.00907565,0.0002846638,0.000008210137,9.808925e-7,0.000014103117,0.00007459342],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99294496,0.0048301085,0.00061853474,0.00019302958,0.00083837647,0.000575001],"domain_scores_gemma":[0.99700046,0.0020554173,0.00016450846,0.00009606515,0.00032371902,0.00035984852],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01244971,0.00013382567,0.00025915785,0.00012139683,0.0013938193,0.00018805855,0.0002241448,0.00018778846,0.018689971],"category_scores_gemma":[0.0060860575,0.00012267382,0.000084763116,0.00031654935,0.00094270764,0.0003198611,0.000016610471,0.0027069182,0.0000018507392],"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":[0.000012046144,0.000019864636,0.0003420534,0.000017245393,0.000020536561,0.00021059893,0.97879094,0.000009958079,0.00015553033,0.015422188,0.00040870442,0.004590354],"study_design_scores_gemma":[0.0005544838,0.00009131178,0.0018225062,0.00024360052,0.000008492715,0.00004015587,0.9521212,0.00014118926,0.0001227412,0.04292327,0.001665057,0.00026596192],"about_ca_topic_score_codex":0.4412258,"about_ca_topic_score_gemma":0.93030876,"teacher_disagreement_score":0.48908296,"about_ca_system_score_codex":0.00037743014,"about_ca_system_score_gemma":0.005322484,"threshold_uncertainty_score":0.99990624},"labels":[],"label_agreement":null},{"id":"W1542392440","doi":"10.1177/160940690900800105","title":"The Space Between: On Being an Insider-Outsider in Qualitative Research","year":2009,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2526,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Insider; Qualitative research; Perspective (graphical); Ethnography; Context (archaeology); Space (punctuation); Sociology; Population; Epistemology; Social science; Computer science; Geography; Anthropology","score_opus":0.910452926654224,"score_gpt":0.8209558220895188,"score_spread":0.08949710456470517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542392440","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":[0.19009392,0.0012244086,0.30820817,0.43131512,0.0024640558,0.0008251556,0.000032829324,0.00004336563,0.06579298],"genre_scores_gemma":[0.6733736,0.00069130457,0.3223034,0.00085784966,0.0015847536,0.000013105097,0.0000029575815,0.000025464695,0.0011476079],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.78417367,0.2090723,0.0013401379,0.00035377423,0.0042739534,0.0007861655],"domain_scores_gemma":[0.88776344,0.10585293,0.00064697344,0.00023674294,0.0051388526,0.00036107984],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3423842,0.00020275626,0.00048703124,0.0009730153,0.00090584956,0.00043974354,0.0014687318,0.00019157722,0.00005167125],"category_scores_gemma":[0.09687687,0.00014441856,0.00022241382,0.0010618202,0.00232968,0.0009048192,0.000081947,0.0024619573,0.00001533976],"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":[0.00019317807,0.000090778885,0.000046662914,0.0000019509764,0.00007030693,0.000022989117,0.45894077,0.000009819265,0.00029046374,0.44590792,0.00029206806,0.09413309],"study_design_scores_gemma":[0.00036862408,0.0006816623,0.0011559562,0.00012047511,0.0000042118318,0.0000015259357,0.40368465,0.000015246728,0.0006437034,0.57441664,0.018794488,0.00011284251],"about_ca_topic_score_codex":0.00078492303,"about_ca_topic_score_gemma":0.00043704282,"teacher_disagreement_score":0.48327965,"about_ca_system_score_codex":0.0008528858,"about_ca_system_score_gemma":0.0009858871,"threshold_uncertainty_score":0.9998394},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1546406495","doi":"10.1177/160940691101000403","title":"A Place for Theoretical <i>In</i> consistency","year":2011,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"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":"Consistency (knowledge bases); Epistemology; Postmodernism; Sociology; Economic Justice; Qualitative research; Management science; Social science; Computer science; Political science; Law; Engineering","score_opus":0.813951036201536,"score_gpt":0.7287813219705704,"score_spread":0.08516971423096553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546406495","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00557681,0.0004338238,0.92777616,0.011429611,0.0011928529,0.00023966221,0.000023568376,0.000008956333,0.053318545],"genre_scores_gemma":[0.09779588,0.00021055495,0.9008959,0.0004586136,0.00028512522,0.000017125894,8.0320723e-7,0.000011679817,0.00032430896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97446156,0.023470018,0.0007671146,0.00014974769,0.0008542606,0.00029728666],"domain_scores_gemma":[0.9737007,0.023217136,0.00041566778,0.000074691256,0.002422671,0.00016915136],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09327409,0.000100868194,0.00031332244,0.00031427195,0.00011507932,0.000045880854,0.0006209016,0.000105783736,0.0004167506],"category_scores_gemma":[0.0419375,0.00008319895,0.00023693396,0.00021372538,0.002155173,0.00030301517,0.000042582356,0.0004126862,0.000003885361],"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":[0.00036663754,0.000068016,0.000062686326,0.0000063276902,0.000081911065,0.000012459495,0.297213,4.152891e-7,0.00023147793,0.68431914,0.00017697822,0.017461007],"study_design_scores_gemma":[0.0006889612,0.00022993256,0.00012815258,0.000073227755,0.000011188399,0.0000054581346,0.16177253,0.000028267817,0.0010120139,0.81487244,0.021079963,0.00009787158],"about_ca_topic_score_codex":0.00024907172,"about_ca_topic_score_gemma":0.000085801286,"teacher_disagreement_score":0.13544044,"about_ca_system_score_codex":0.00019138158,"about_ca_system_score_gemma":0.00065268396,"threshold_uncertainty_score":0.96613264},"labels":[],"label_agreement":null},{"id":"W1547222199","doi":"10.17169/fqs-5.2.617","title":"Review: Will van den Hoonaard (Ed.) (2002). Walking the Tightrope: Ethical Issues for Qualitative Researchers","year":2008,"lang":"en","type":"article","venue":"Forum: Qualitative Social Research (Freie Universität Berlin)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Political science; Philosophy; Humanities; Sociology","score_opus":0.5378179468247856,"score_gpt":0.6419614129642318,"score_spread":0.10414346613944625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547222199","genre_codex":"commentary","genre_gemma":"other","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":[0.0047660363,0.059755653,0.042188067,0.80589604,0.0005493356,0.010191086,0.00094940275,0.00038133198,0.07532305],"genre_scores_gemma":[0.22062403,0.31829393,0.055140305,0.022614265,0.007122179,0.0023066802,0.00071177876,0.00082563114,0.37236118],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8870314,0.10022524,0.0010286139,0.0013303922,0.006712302,0.003672073],"domain_scores_gemma":[0.9205932,0.06811471,0.00046181923,0.000751077,0.008949003,0.0011301595],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.12663475,0.00057402154,0.0011601783,0.0006700546,0.015881808,0.0003033001,0.0027836042,0.0010663498,0.0013795912],"category_scores_gemma":[0.08547252,0.00047786577,0.0008578246,0.003561756,0.020489987,0.0021522334,0.00084428856,0.006387095,0.0005278976],"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":[0.00027802738,0.00007965818,0.0000048296497,0.00021960193,0.00023605599,0.00002319253,0.41103327,6.4588215e-7,0.000056609435,0.36117592,0.22457507,0.00231709],"study_design_scores_gemma":[0.0005984594,0.00038871216,0.000015844475,0.00030357545,0.00003253193,7.625716e-7,0.43081167,0.000014081311,0.000031120748,0.15015368,0.4173217,0.0003278438],"about_ca_topic_score_codex":0.0061783353,"about_ca_topic_score_gemma":0.0021302071,"teacher_disagreement_score":0.7832818,"about_ca_system_score_codex":0.002071925,"about_ca_system_score_gemma":0.0044204956,"threshold_uncertainty_score":0.9997673},"labels":[],"label_agreement":null},{"id":"W1547533180","doi":"10.1177/160940691401300118","title":"Explicating Positionality: A Journey of Dialogical and Reflexive Storytelling","year":2014,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":77,"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":"Dialogical self; Reflexivity; Storytelling; Narrative; Sociology; Salient; Ideology; Identity (music); Qualitative research; Narrative inquiry; Politics; Social psychology; Pedagogy; Psychology; Aesthetics; Social science; Political science; Linguistics","score_opus":0.8385897354221681,"score_gpt":0.7494729069457188,"score_spread":0.0891168284764493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547533180","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052479886,0.00058107066,0.92598414,0.012616392,0.00043125253,0.000086306216,0.0000137798015,0.000007851342,0.0077993064],"genre_scores_gemma":[0.30376932,0.0003863355,0.6948649,0.0002996461,0.000568121,0.0000033287915,0.0000013721394,0.0000086707605,0.00009826493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9630817,0.034363903,0.0008693682,0.00016452487,0.0013093825,0.00021107518],"domain_scores_gemma":[0.9705652,0.025193525,0.001002396,0.000082617014,0.002938014,0.00021824226],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.091321625,0.0001090497,0.00039184507,0.00027080975,0.00020493736,0.00007367832,0.00045613621,0.000104420666,0.0000933465],"category_scores_gemma":[0.03532093,0.00009040191,0.00017535577,0.00019669352,0.0014086663,0.0003478986,0.00007832472,0.0005190256,0.0000014830983],"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":[0.00013805402,0.00007027566,0.00016311833,0.000017192608,0.00017787752,0.0000035587348,0.22110997,0.000011325767,0.006479217,0.67849225,0.000058237965,0.093278915],"study_design_scores_gemma":[0.0005871731,0.00038505177,0.0010137768,0.00023541556,0.000028744136,0.000015212062,0.11031383,0.00016118112,0.0026476218,0.8607723,0.02367804,0.00016166826],"about_ca_topic_score_codex":0.00017837048,"about_ca_topic_score_gemma":0.000014149173,"teacher_disagreement_score":0.25128943,"about_ca_system_score_codex":0.00013793987,"about_ca_system_score_gemma":0.0002489831,"threshold_uncertainty_score":0.97280496},"labels":[],"label_agreement":null},{"id":"W1548070710","doi":"10.7202/1069534ar","title":"Editorial : To Reach Out in Friendship?","year":2020,"lang":"en","type":"article","venue":"First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Friendship; Psychology; Sociology; Psychoanalysis; Social psychology","score_opus":0.07019175289310996,"score_gpt":0.435461336380304,"score_spread":0.365269583487194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1548070710","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":[0.33210245,0.2768316,0.00064440235,0.3570737,0.010804687,0.0021668107,0.0001356064,0.00014430977,0.020096444],"genre_scores_gemma":[0.6954505,0.27608857,0.00103609,0.00029261337,0.02690876,0.000056763114,0.0000047604067,0.000054187276,0.00010777338],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9945587,0.0020961375,0.0009811273,0.00070005015,0.0008964837,0.00076749315],"domain_scores_gemma":[0.9944531,0.003186812,0.0004843359,0.0004050278,0.0006746373,0.0007961054],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0067727757,0.0004286265,0.0010019211,0.0002742393,0.003070655,0.00034858356,0.001456757,0.00017788965,0.00009589919],"category_scores_gemma":[0.004843681,0.00030820514,0.000390948,0.0007279888,0.0010220356,0.0008021389,0.0010714105,0.0014447429,0.000028099252],"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":[0.00032126874,0.00032502532,0.0036816734,0.0021604537,0.00010916883,0.0000106060825,0.97074026,0.000030606083,0.000024070794,0.004521416,0.015747342,0.0023280904],"study_design_scores_gemma":[0.00070191687,0.0014361934,0.02151263,0.012703468,0.000115829294,0.000020508829,0.7443252,0.00005041172,0.000010180793,0.0027936862,0.21566021,0.00066974934],"about_ca_topic_score_codex":0.00046639156,"about_ca_topic_score_gemma":0.046656772,"teacher_disagreement_score":0.36334807,"about_ca_system_score_codex":0.0002258219,"about_ca_system_score_gemma":0.00041008086,"threshold_uncertainty_score":0.999937},"labels":[],"label_agreement":null},{"id":"W1550194356","doi":"","title":"Invisibility, Interviewing, and Power: A Researcher's Dilemma","year":2001,"lang":"en","type":"article","venue":"Resources for feminist research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Dilemma; Interview; Humanities; Focus group; Epistemology; Philosophy","score_opus":0.47588363642617587,"score_gpt":0.6051185910094222,"score_spread":0.12923495458324635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550194356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7364174,0.0023536095,0.00073645776,0.03581982,0.000100628495,0.0019476741,0.00006938642,0.0001263783,0.22242863],"genre_scores_gemma":[0.9792223,0.0020023128,0.0033964326,0.00021326671,0.00047299074,0.00031107446,0.00000666836,0.000050780563,0.014324162],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9863295,0.008320534,0.00041879428,0.0007288528,0.0024684127,0.0017339052],"domain_scores_gemma":[0.98446095,0.012917962,0.000067294255,0.00052910595,0.0012021242,0.00082256034],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07842436,0.00017332032,0.00033494347,0.00047999885,0.0027900515,0.00080824335,0.0009823428,0.00029559396,0.00045417354],"category_scores_gemma":[0.026981236,0.00015494386,0.00014921676,0.0013169457,0.0060275635,0.00022372184,0.00067602104,0.0013069656,0.000052369203],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001077119,0.00044652744,0.027522247,0.0005570967,0.00013371979,0.000081295584,0.33442208,6.6725465e-7,0.00067630113,0.45403302,0.027662078,0.15338783],"study_design_scores_gemma":[0.00037084703,0.00054304325,0.0019001188,0.000106250685,0.0000031903357,0.000003841868,0.053450417,0.00005620382,0.000032732856,0.064797655,0.87856966,0.00016603882],"about_ca_topic_score_codex":0.005039834,"about_ca_topic_score_gemma":0.0023470225,"teacher_disagreement_score":0.85090756,"about_ca_system_score_codex":0.00029709,"about_ca_system_score_gemma":0.0005018339,"threshold_uncertainty_score":0.99850816},"labels":[],"label_agreement":null},{"id":"W1550424291","doi":"","title":"Advances in Qualitative Methods 2014, Symposium Abstracts","year":2014,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods - ARCHIVE","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Data science; Computer science; Library science","score_opus":0.4252718928829391,"score_gpt":0.7096498809035707,"score_spread":0.28437798802063163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550424291","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017804909,0.0012992905,0.9141803,0.016772393,0.0018060086,0.00026994257,0.000053433,0.000023303843,0.063814886],"genre_scores_gemma":[0.016402645,0.0042721936,0.9773903,0.00054147403,0.0008825222,0.000027716027,0.000009684934,0.000037322945,0.0004361766],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.83157814,0.16285674,0.0020747301,0.0004886815,0.0022512332,0.0007504594],"domain_scores_gemma":[0.8910349,0.1035701,0.001899354,0.00024334095,0.002746466,0.00050580775],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19409995,0.00034236215,0.00091359933,0.0011876185,0.00031143162,0.00019723538,0.0015201322,0.0001886407,0.00022167755],"category_scores_gemma":[0.06673942,0.00029711265,0.0004600366,0.0005440639,0.0025233643,0.0015473037,0.00018420664,0.0016047851,0.00003600133],"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":[0.00031936984,0.0001541969,0.00003596119,0.000027921094,0.00015080639,0.00001807917,0.5445404,0.00015301607,0.0031486407,0.30584595,0.00036467705,0.145241],"study_design_scores_gemma":[0.00076466467,0.00031556407,0.00024192643,0.0002139864,0.000018331013,0.000007622066,0.24530186,0.00013053967,0.0013403572,0.6169226,0.13448128,0.00026125647],"about_ca_topic_score_codex":0.00090138277,"about_ca_topic_score_gemma":0.00052826444,"teacher_disagreement_score":0.31107667,"about_ca_system_score_codex":0.0004544304,"about_ca_system_score_gemma":0.00077670946,"threshold_uncertainty_score":0.9999481},"labels":[],"label_agreement":null},{"id":"W1552953545","doi":"","title":"Feminist geography in practice : research and methods","year":2002,"lang":"en","type":"book","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":323,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feminism; Feminist philosophy; Gender studies; Sociology; Feminist theory; Negotiation; Critical geography; Feminist epistemology; Ethnography; Cultural geography; Social science; Anthropology; Human geography","score_opus":0.5122858428765892,"score_gpt":0.6898714802766829,"score_spread":0.1775856374000937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552953545","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":[0.0000011667563,0.0039464016,0.0006770168,0.012649177,0.00009629445,0.0005141085,0.00000825357,0.0000332954,0.98207426],"genre_scores_gemma":[0.000006454284,0.014726339,0.20903037,0.00028928998,0.00025109187,0.0000383323,0.0000030555468,0.00002385009,0.7756312],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9694827,0.026508009,0.0004045945,0.0006392554,0.002027249,0.0009381974],"domain_scores_gemma":[0.9508067,0.0477293,0.00010339955,0.00028739206,0.0007435401,0.0003296739],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11725324,0.00017620447,0.00039583954,0.0008520446,0.0008245399,0.0003420124,0.00045020046,0.0008064669,0.0008056761],"category_scores_gemma":[0.025207367,0.00016198884,0.00007778186,0.0007933733,0.0055381604,0.00018735416,0.0002510018,0.0032568346,0.000073119794],"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":[0.000016289669,0.000058065274,0.000047588477,0.000064881126,0.000034448538,0.000031553052,0.022537725,1.672767e-8,0.0000011896784,0.8650119,0.0454233,0.06677308],"study_design_scores_gemma":[0.000072274925,0.000089801986,0.000014616036,0.000076677374,0.0000056338613,7.813215e-7,0.014276765,0.0000029169507,9.866744e-7,0.2845973,0.700729,0.0001332296],"about_ca_topic_score_codex":0.005326329,"about_ca_topic_score_gemma":0.0021191838,"teacher_disagreement_score":0.65530574,"about_ca_system_score_codex":0.00030482135,"about_ca_system_score_gemma":0.0012328161,"threshold_uncertainty_score":0.9990427},"labels":[],"label_agreement":null},{"id":"W1554836569","doi":"10.1111/j.1365-2648.2010.05413.x","title":"Conducting critical ethnography in long-term residential care: experiences of a novice researcher in the field","year":2010,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Reflexivity; Scholarship; Praxis; Sociology; Participant observation; Ethnography; Critical ethnography; Credibility; Context (archaeology); Reciprocity (cultural anthropology); Status quo; Power (physics); Epistemology; Public relations; Social science; Political science","score_opus":0.24851209010046166,"score_gpt":0.6158118873858899,"score_spread":0.3672997972854282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554836569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844482,0.00074482383,0.00065936905,0.011871394,0.0005177284,0.00010365849,3.5036672e-7,0.000002036258,0.0016524559],"genre_scores_gemma":[0.9876819,0.00010585162,0.011859291,0.00008236683,0.00025876192,0.0000026537396,9.0920075e-8,0.0000043661016,0.0000046919854],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99590015,0.002262893,0.00042594288,0.00010677391,0.00096151896,0.00034270572],"domain_scores_gemma":[0.99171436,0.0074291667,0.00015785513,0.00010351624,0.00050704624,0.00008803394],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010657827,0.00006060631,0.0001881376,0.00031204076,0.0002246657,0.00007059825,0.00042108767,0.00011469343,0.000043184773],"category_scores_gemma":[0.020568462,0.000044698645,0.00008406104,0.0007855632,0.0015461389,0.00055042276,0.000017474089,0.001598631,1.8354105e-7],"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":[0.00017605525,0.00009629623,0.002959829,0.000045480512,0.0000035219055,0.00004870195,0.924335,0.0000056402905,0.015813515,0.005826641,0.00003343644,0.050655875],"study_design_scores_gemma":[0.00032106097,0.00022886568,0.006290532,0.00057135144,0.0000037146751,0.000005930827,0.9750082,0.000002634473,0.0058050686,0.011566467,0.00013182113,0.0000643698],"about_ca_topic_score_codex":0.00031346048,"about_ca_topic_score_gemma":0.0018762676,"teacher_disagreement_score":0.050673176,"about_ca_system_score_codex":0.00005215969,"about_ca_system_score_gemma":0.00031103793,"threshold_uncertainty_score":0.9876817},"labels":[],"label_agreement":null},{"id":"W1558797635","doi":"10.56105/cjsae.v19i2.2587","title":"Reflections on My Research and Publications","year":2005,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 British Columbia","funders":"","keywords":"Sociology; Gender studies","score_opus":0.5578407359576011,"score_gpt":0.6698442554515517,"score_spread":0.1120035194939506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558797635","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":[0.4606953,0.000421764,0.000522707,0.47144067,0.001007639,0.0018171602,0.000020330332,0.000009151465,0.064065285],"genre_scores_gemma":[0.98728186,0.00016532805,0.001214403,0.00017339975,0.00072468,0.00010109561,8.3424476e-7,0.0000058325754,0.01033254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9983015,0.0008856674,0.0001458595,0.00009225972,0.00031559687,0.00025911847],"domain_scores_gemma":[0.9956173,0.0017102247,0.000056456625,0.00012377337,0.0021190185,0.00037326565],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006679661,0.000036761085,0.000055298726,0.00035219776,0.0049823574,0.0001951805,0.00022443455,0.00003701087,0.000056384208],"category_scores_gemma":[0.0066176644,0.00002790563,0.000022470602,0.0005035912,0.0005697239,0.0001505585,0.000005052122,0.00039265025,0.0000043482573],"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":[0.000011160212,0.0002429541,0.0008286616,0.000004755997,0.000031467953,4.297372e-8,0.26791656,0.000007507678,0.00001464913,0.62358165,0.022050358,0.08531022],"study_design_scores_gemma":[0.00012920464,0.00039067506,0.006684376,0.000017208471,0.000007380752,0.0000012754199,0.51887745,0.000007489814,0.000007787941,0.047008656,0.42682967,0.000038817543],"about_ca_topic_score_codex":0.056511633,"about_ca_topic_score_gemma":0.61719346,"teacher_disagreement_score":0.576573,"about_ca_system_score_codex":0.00027473,"about_ca_system_score_gemma":0.004145153,"threshold_uncertainty_score":0.99631304},"labels":[],"label_agreement":null},{"id":"W1559123281","doi":"","title":"Alison Lurie. Truth and Consequences","year":2007,"lang":"en","type":"article","venue":"International fiction review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Philosophy","score_opus":0.20797087475444548,"score_gpt":0.5870299622222936,"score_spread":0.37905908746784817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559123281","genre_codex":"other","genre_gemma":"review","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":[0.0035850839,0.08985617,0.028230775,0.16774216,0.002884983,0.0006608555,0.000029091958,0.00013337091,0.7068775],"genre_scores_gemma":[0.22374576,0.74939215,0.009729358,0.005589829,0.001033809,0.00003281951,0.000022016062,0.000013249741,0.010441009],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858165,0.00048691005,0.0001977914,0.00012403866,0.00047783976,0.00013174639],"domain_scores_gemma":[0.9984711,0.0010547838,0.00007222461,0.0000470198,0.00026592403,0.000088951194],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008423392,0.000046433546,0.000093834155,0.000051675695,0.00019509786,0.000049213,0.00011624724,0.00004543741,0.0009255601],"category_scores_gemma":[0.0036219948,0.00003999504,0.000038890827,0.00014239924,0.00050614186,0.00016410052,0.000018057986,0.00013318569,0.000038096932],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006593705,0.000013756769,0.0005473208,0.00011733334,0.000020515286,0.000004636042,0.0013968226,9.558958e-8,0.000052028834,0.87550896,0.0069651273,0.115366824],"study_design_scores_gemma":[0.000047445857,0.000012939075,0.00071704824,0.00044126617,0.000005178672,0.0000028104855,0.00069324527,0.0000049855003,0.00003815144,0.009984192,0.98800045,0.000052297466],"about_ca_topic_score_codex":0.00046912633,"about_ca_topic_score_gemma":0.00012138319,"teacher_disagreement_score":0.9810353,"about_ca_system_score_codex":0.00006376514,"about_ca_system_score_gemma":0.000076577555,"threshold_uncertainty_score":0.9999877},"labels":[],"label_agreement":null},{"id":"W1563842578","doi":"10.1177/160940690400300101","title":"The Analytic Challenge in Interpretive Description","year":2004,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1781,"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 Western University; Western University; University of British Columbia","funders":"","keywords":"Epistemology; Phenomenology (philosophy); Sociology; Grounded theory; Qualitative research; Interpretative phenomenological analysis; Engineering ethics; Management science; Psychology; Social science; Philosophy; Engineering","score_opus":0.7529881002020777,"score_gpt":0.7292122031657936,"score_spread":0.023775897036284133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563842578","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019344913,0.0018580582,0.8743554,0.08751152,0.0019298497,0.00019083107,0.000007190532,0.000010822581,0.014791444],"genre_scores_gemma":[0.6794442,0.002880307,0.3164509,0.00029079386,0.00049229286,0.000012232256,6.577658e-7,0.000013860864,0.0004147817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97059494,0.026741942,0.00083356793,0.00015360863,0.0013562889,0.000319633],"domain_scores_gemma":[0.98198056,0.015202725,0.0005391425,0.00009524304,0.0020466521,0.00013568066],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.087932386,0.00010959446,0.00025414984,0.00037069593,0.00025612538,0.00018203827,0.00083065475,0.000091412585,0.000047361704],"category_scores_gemma":[0.040246267,0.00007601115,0.00020072566,0.00039852897,0.0013670658,0.00057124405,0.0000676963,0.00075328315,0.000008244216],"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":[0.00016361281,0.00007472558,0.000030503792,0.0000029754722,0.00012297375,0.00002246411,0.44130653,0.000050581955,0.000326851,0.5098648,0.00003411117,0.047999855],"study_design_scores_gemma":[0.00045043413,0.00017763948,0.00042649463,0.00018742374,0.000007449174,0.000004053392,0.3053705,0.000022618891,0.0002141733,0.6768045,0.016250098,0.00008462441],"about_ca_topic_score_codex":0.00085378694,"about_ca_topic_score_gemma":0.0011665368,"teacher_disagreement_score":0.66009927,"about_ca_system_score_codex":0.0010861607,"about_ca_system_score_gemma":0.0007488334,"threshold_uncertainty_score":0.96783817},"labels":[],"label_agreement":null},{"id":"W1564015108","doi":"10.1111/0033-0124.5502006","title":"Masculinist Epistemologies and the Politics of Fieldwork in Latin Americanist Geography","year":2003,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":170,"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":"Nexus (standard); Latin Americans; Silence; Politics; Power (physics); Sociology; Interpretation (philosophy); Race (biology); Inequality; Human geography; Gender studies; Critical geography; Social science; Anthropology; Epistemology; Historical geography; Political science; Aesthetics","score_opus":0.07847580034518221,"score_gpt":0.4520756479315691,"score_spread":0.3735998475863869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1564015108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79486626,0.0058986596,0.00061419065,0.08120695,0.0005041608,0.0011989948,0.000019499408,0.000039305996,0.115652],"genre_scores_gemma":[0.9930174,0.00087222055,0.0031267556,0.00059445185,0.000038537142,0.00004588344,6.5039507e-7,0.000005529588,0.00229857],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9924727,0.0064172777,0.00023331627,0.00012814824,0.00043777222,0.000310783],"domain_scores_gemma":[0.9931394,0.0064224848,0.00010727468,0.00017186969,0.00010601812,0.00005294488],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009672013,0.00008018234,0.00018864003,0.000059008576,0.00080477603,0.00002753665,0.00025796326,0.00008716269,0.00013201831],"category_scores_gemma":[0.0022429773,0.000039106944,0.00010429679,0.00057190086,0.006946317,0.000037851143,0.00007071803,0.00042433687,0.0000017861734],"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":[0.000034630284,0.000035808764,0.10442549,0.000017553137,0.000022469336,7.2311445e-7,0.013872513,0.0000015119679,0.000005869918,0.88026786,0.00014060385,0.0011749666],"study_design_scores_gemma":[0.00057990255,0.000037299218,0.09921835,0.00007407729,0.000013062961,4.4316573e-7,0.10145984,0.0000077594495,0.000027763554,0.7801653,0.018310178,0.00010597688],"about_ca_topic_score_codex":0.003700009,"about_ca_topic_score_gemma":0.00044027276,"teacher_disagreement_score":0.19815117,"about_ca_system_score_codex":0.0000068430168,"about_ca_system_score_gemma":0.00014645932,"threshold_uncertainty_score":0.9957562},"labels":[],"label_agreement":null},{"id":"W1569154523","doi":"10.56105/cjsae.v23i1.33","title":"Undoing the Silence: Six Tools for Social Change Writing, by Louise Dunlap","year":2024,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Undoing; Silence; Sociology; Psychology; Art; Psychoanalysis; Aesthetics","score_opus":0.2860340085918359,"score_gpt":0.5446885176356205,"score_spread":0.2586545090437846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1569154523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6414145,0.010954043,0.0036076598,0.3252605,0.008667368,0.0070987483,0.00036124495,0.000028279139,0.0026076783],"genre_scores_gemma":[0.994481,0.00017584879,0.00022560933,0.00039958474,0.002711371,0.0003481691,0.0000043132313,0.0000143946145,0.0016396554],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99832743,0.00066699233,0.00022294957,0.00011914534,0.00030225748,0.00036122993],"domain_scores_gemma":[0.99585736,0.0030119503,0.00009879906,0.00007882472,0.000749856,0.00020319004],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0060826954,0.00007323672,0.00010294492,0.000086859945,0.0040235473,0.0006220991,0.0003703226,0.00005540035,0.000042803324],"category_scores_gemma":[0.004376038,0.000047315836,0.00010722566,0.00028375824,0.00038503174,0.00029022494,0.000006956912,0.00031536364,0.000002016171],"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":[0.00001226789,0.00004866446,0.00015631993,0.00006461192,0.00007382648,3.407073e-7,0.6134258,8.766498e-7,0.000026612966,0.08341539,0.067373544,0.23540175],"study_design_scores_gemma":[0.00014525092,0.00017964258,0.00056003203,0.00009489076,0.000048434373,0.0000010872285,0.76048684,0.00004578714,0.000013628284,0.018688953,0.21965927,0.00007618669],"about_ca_topic_score_codex":0.049036905,"about_ca_topic_score_gemma":0.10342419,"teacher_disagreement_score":0.35306656,"about_ca_system_score_codex":0.00023978992,"about_ca_system_score_gemma":0.0032738901,"threshold_uncertainty_score":0.9972731},"labels":[],"label_agreement":null},{"id":"W1571335288","doi":"10.1177/160940691301200131","title":"Transnational Institutional Ethnography: Tracing Text and Talk beyond State Boundaries","year":2013,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":31,"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":"Ethnography; Sociology; Agency (philosophy); Originality; Participant observation; Legislature; Scholarship; Qualitative research; Public relations; Political science; Social science; Law; Anthropology","score_opus":0.5145247781791704,"score_gpt":0.6504254114171881,"score_spread":0.1359006332380177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1571335288","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12470031,0.0009295447,0.7800965,0.08685504,0.0012868082,0.00023609385,0.000061190614,0.000019418312,0.005815139],"genre_scores_gemma":[0.42401978,0.0002137335,0.5744921,0.00054144795,0.0002761669,0.000016185406,0.0000053927997,0.00001250736,0.00042271346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9835831,0.013235235,0.00082646793,0.00020453856,0.0018287629,0.00032189724],"domain_scores_gemma":[0.9863566,0.0090232715,0.0005014132,0.00006841039,0.0037559737,0.00029433536],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.036269177,0.00016698353,0.00033425813,0.0005923513,0.0007673637,0.0006717436,0.00047782104,0.000112718124,0.000612901],"category_scores_gemma":[0.007607356,0.00014314763,0.00021203535,0.0003659068,0.0047511295,0.0016220361,0.00005243902,0.000709415,0.000004354117],"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":[0.00006654469,0.0000627246,0.00010834322,0.000013126447,0.00029064328,0.000011805247,0.25352162,0.000020048103,0.0016552632,0.6402265,0.00021758018,0.10380582],"study_design_scores_gemma":[0.0006569761,0.00014039442,0.0029173438,0.000047435016,0.000017009688,0.00002617892,0.089606516,0.000093251234,0.0007049391,0.8245508,0.081044234,0.0001949082],"about_ca_topic_score_codex":0.00065454363,"about_ca_topic_score_gemma":0.00017806709,"teacher_disagreement_score":0.29931948,"about_ca_system_score_codex":0.00020168064,"about_ca_system_score_gemma":0.0010814208,"threshold_uncertainty_score":0.99795735},"labels":[],"label_agreement":null},{"id":"W1571379202","doi":"","title":"Stepping off the Road: A Researcher's story of challenging method/changing methodology","year":2006,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l'éducation de McGill","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Victoria","funders":"","keywords":"Narrative; Reflexivity; Ethnography; Power (physics); Sociology; Humanities; Narrative inquiry; Art; Literature; Social science; Anthropology","score_opus":0.7383244360752017,"score_gpt":0.6179907428137954,"score_spread":0.1203336932614063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1571379202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35426757,0.013805695,0.3532564,0.13933419,0.006147916,0.001509289,0.00006535036,0.00009887413,0.13151471],"genre_scores_gemma":[0.5754259,0.0016464,0.41872135,0.0006863051,0.00093052373,0.000036254874,0.0000019190522,0.00002579249,0.0025255457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9782471,0.019059936,0.0007293717,0.00027855672,0.00093615515,0.0007488976],"domain_scores_gemma":[0.9880188,0.008682393,0.0009694362,0.00023478958,0.0018554395,0.00023911905],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10736089,0.0001475468,0.0003424734,0.0009790736,0.0044083754,0.00008680344,0.0009795749,0.00015313456,0.00010942121],"category_scores_gemma":[0.019899065,0.00012077203,0.00019957246,0.002004779,0.0023360045,0.0006476154,0.00008131545,0.00083239,0.0000035924195],"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":[0.000041989126,0.00035018226,0.0004475352,0.00021774169,0.00006346381,0.0000037012544,0.10680857,0.004591695,0.0049235285,0.6640179,0.0015695215,0.21696417],"study_design_scores_gemma":[0.00029288844,0.00037785363,0.004489081,0.000627115,0.00007658008,0.0001942884,0.464886,0.0025531976,0.0028473192,0.313137,0.21016155,0.00035712513],"about_ca_topic_score_codex":0.0027645044,"about_ca_topic_score_gemma":0.0009037857,"teacher_disagreement_score":0.35807744,"about_ca_system_score_codex":0.0016463132,"about_ca_system_score_gemma":0.0024052407,"threshold_uncertainty_score":0.99688774},"labels":[],"label_agreement":null},{"id":"W1573911538","doi":"10.1111/jftr.12037","title":"Cultivating the Family Studies Terrain: A Synthesis of Qualitative Conceptual Articles","year":2014,"lang":"en","type":"article","venue":"Journal of Family Theory & Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Mount Saint Vincent University","funders":"","keywords":"Qualitative research; Scholarship; Contemplation; Sustainability; Field (mathematics); Sociology; Agency (philosophy); Conceptual framework; Engineering ethics; Social science; Epistemology; Political science; Ecology; Engineering; Biology","score_opus":0.5350695537336045,"score_gpt":0.6038345834614222,"score_spread":0.06876502972781762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573911538","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":[0.1319116,0.7912302,0.015978845,0.03551378,0.0004935671,0.00091761566,0.000017353552,0.000026616357,0.023910427],"genre_scores_gemma":[0.60416454,0.37195343,0.01663545,0.006234605,0.0005824228,0.000037329715,2.2784572e-7,0.000028572715,0.00036344625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9561824,0.041162703,0.0010921848,0.00013437017,0.0011102001,0.00031811587],"domain_scores_gemma":[0.9416726,0.05472796,0.001395755,0.00023731058,0.0018166186,0.00014974465],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11396531,0.00014467147,0.0008424604,0.00007189006,0.00044151564,0.000030615975,0.000558817,0.00005869712,0.000038934413],"category_scores_gemma":[0.10375444,0.000078126126,0.00036146404,0.0004733486,0.003885494,0.00024440052,0.00007255041,0.00048009184,0.000008210051],"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":[0.000041498264,0.00004756604,0.000020404817,0.00070743286,0.0002800377,0.000001963328,0.31650037,0.0000012014126,0.0015245588,0.50979763,0.0028524324,0.16822492],"study_design_scores_gemma":[0.00014682472,0.0001981584,0.00011673236,0.0069636684,0.00013431419,0.0000016313566,0.7310624,0.00000199471,0.00021462499,0.20554583,0.055499986,0.00011383164],"about_ca_topic_score_codex":0.00007614122,"about_ca_topic_score_gemma":0.000012937777,"teacher_disagreement_score":0.4722529,"about_ca_system_score_codex":0.000075622236,"about_ca_system_score_gemma":0.0003044925,"threshold_uncertainty_score":0.9988254},"labels":[],"label_agreement":null},{"id":"W1575538308","doi":"10.1177/160940691201100506","title":"An Analytic Glossary to Social Inquiry Using Institutional and Political Activist Ethnography","year":2012,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":101,"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":"Glossary; Ethnography; Sociology; Politics; Vocabulary; Interpretation (philosophy); Resource (disambiguation); Epistemology; Social science; Linguistics; Anthropology; Computer science; Political science; Law","score_opus":0.8753096887474853,"score_gpt":0.7767258859201847,"score_spread":0.09858380282730062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1575538308","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3357562,0.00022196937,0.6511859,0.00987546,0.0011028427,0.00009501798,0.00003227982,0.0000105259705,0.001719798],"genre_scores_gemma":[0.57281995,0.000017380407,0.4246056,0.0006450815,0.0018818596,0.000002292116,0.00000174371,0.000009008463,0.000017071176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97469896,0.022479808,0.00059887907,0.00017361385,0.0015038749,0.00054487353],"domain_scores_gemma":[0.9919986,0.005116049,0.00032076193,0.000072918476,0.001736981,0.0007546785],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.052653983,0.00014890557,0.0003446136,0.0006790546,0.00056973903,0.00016924797,0.0004594434,0.00013977523,0.0000701724],"category_scores_gemma":[0.009196167,0.00013355982,0.00018708817,0.00050796976,0.0023640667,0.0013748871,0.000090681366,0.00059401186,0.0000028175612],"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":[0.00015545833,0.00018168053,0.001104939,0.000009284299,0.00024035118,0.0000075125245,0.37703308,0.000007954377,0.0032720622,0.5954705,0.000073379015,0.022443794],"study_design_scores_gemma":[0.0009361745,0.00043633048,0.021854792,0.00014262006,0.00010484417,0.000061757404,0.66526216,0.00020584436,0.0012847133,0.2823201,0.026866747,0.00052391307],"about_ca_topic_score_codex":0.0004858159,"about_ca_topic_score_gemma":0.000020405867,"teacher_disagreement_score":0.31315038,"about_ca_system_score_codex":0.0004480432,"about_ca_system_score_gemma":0.00058641384,"threshold_uncertainty_score":0.9991498},"labels":[],"label_agreement":null},{"id":"W1575947368","doi":"10.1108/qrom-10-2012-1107","title":"Not for the faint of heart","year":2014,"lang":"en","type":"article","venue":"Qualitative Research in Organizations and Management An International Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":15,"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; University of Regina","funders":"","keywords":"Insider; Originality; Reflexivity; Context (archaeology); Perspective (graphical); Ethnography; Data collection; Value (mathematics); Health care; Sociology; Public relations; Psychology; Computer science; Qualitative research; Epistemology; Political science; Social science; Geography","score_opus":0.4313724078185576,"score_gpt":0.6716404857629721,"score_spread":0.24026807794441446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1575947368","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04439608,0.00022722634,0.6443017,0.2932552,0.0007241425,0.0016649067,0.000051679268,0.000026181044,0.015352843],"genre_scores_gemma":[0.9557549,0.0039651655,0.03827789,0.0003565594,0.00042070402,0.000054030625,0.000008162475,0.000015621928,0.0011469605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99241,0.005701544,0.0002968237,0.00014836804,0.001165278,0.0002779916],"domain_scores_gemma":[0.990225,0.006895946,0.00008086129,0.00010409551,0.0025806653,0.000113411974],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.043746237,0.00005696126,0.00010572318,0.00044237048,0.0008299181,0.00026962624,0.00051234785,0.000039519997,0.00011025626],"category_scores_gemma":[0.006643131,0.000042595708,0.000031151576,0.00065485557,0.001034746,0.00034468618,0.0001168886,0.0003093329,0.0000033705317],"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":[0.000035266396,0.000055890396,0.0003904664,0.00001900138,0.000055610635,7.174289e-7,0.07050011,0.000026043761,0.000077095625,0.91681254,0.00089448394,0.011132758],"study_design_scores_gemma":[0.00085233303,0.00026929966,0.0079905465,0.00010403249,0.000008784718,0.0000016806981,0.36457258,0.0014137619,0.00009855076,0.3790394,0.24552806,0.00012098191],"about_ca_topic_score_codex":0.00042635927,"about_ca_topic_score_gemma":0.00035831964,"teacher_disagreement_score":0.91135883,"about_ca_system_score_codex":0.00011910897,"about_ca_system_score_gemma":0.00013771984,"threshold_uncertainty_score":0.9846645},"labels":[],"label_agreement":null},{"id":"W1577521396","doi":"10.1177/160940691401300117","title":"Studying “Mixed Race”: Reflections on Methodological Practice","year":2014,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"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":"Insider; Race (biology); Mixed race; Identity (music); Space (punctuation); Social psychology; Psychology; Sociology; Gender studies; Epistemology; Aesthetics","score_opus":0.9520472424098518,"score_gpt":0.8163234486292175,"score_spread":0.13572379378063437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577521396","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017511453,0.00013291801,0.8676029,0.063124694,0.0023422544,0.00012638817,0.000005113163,0.000024676994,0.064889915],"genre_scores_gemma":[0.032019626,0.00035968822,0.96335113,0.0020490712,0.0013423399,0.000010919713,0.0000011697998,0.000017124357,0.0008489231],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.801326,0.19508283,0.00088951905,0.00024963083,0.0021115418,0.00034047995],"domain_scores_gemma":[0.85132056,0.14272653,0.0010338161,0.00014697252,0.0045032566,0.0002688328],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.27700484,0.00016844617,0.00049000134,0.0004990302,0.00052481284,0.00020086409,0.0008409237,0.00016567351,0.00020681815],"category_scores_gemma":[0.3635098,0.0001325659,0.000304882,0.0004950286,0.0010227503,0.000662652,0.000094884774,0.001278369,0.000027404638],"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":[0.00041285495,0.00021007814,0.000008329373,0.000004263427,0.000337469,0.000013581195,0.20139477,0.00005764356,0.0016990968,0.65445876,0.00078709895,0.14061604],"study_design_scores_gemma":[0.0005268882,0.00069593656,0.00012910915,0.000068268404,0.00003479996,0.000015477804,0.23696987,0.000035861907,0.000940369,0.31684986,0.4435843,0.00014927427],"about_ca_topic_score_codex":0.0002083903,"about_ca_topic_score_gemma":0.000041131352,"teacher_disagreement_score":0.44279718,"about_ca_system_score_codex":0.00040340752,"about_ca_system_score_gemma":0.0003786811,"threshold_uncertainty_score":0.74447566},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1580132902","doi":"10.22230/cjc.2006v31n4a1889","title":"Out of the Ivory Tower: Feminist Research for Social Change","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"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":"Ivory tower; Sociology; Gender studies; Tower; Political science; Geography; Archaeology; Law","score_opus":0.6950574244835773,"score_gpt":0.6158792814309191,"score_spread":0.07917814305265825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580132902","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":[0.11722001,0.009549819,0.0012526719,0.63525754,0.0010740395,0.0016632562,0.00014544238,0.000008913665,0.2338283],"genre_scores_gemma":[0.99688643,0.00012134275,0.0016372468,0.000115725896,0.00037584407,0.0000104215715,0.0000014083553,0.000005304045,0.0008463027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99576956,0.0032809365,0.00024539875,0.0000388535,0.00042061755,0.00024464732],"domain_scores_gemma":[0.99656934,0.0016709028,0.0002049519,0.00019510178,0.0012303176,0.00012941338],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.018348893,0.00003330307,0.00010354838,0.00013351848,0.0015533495,0.000060017806,0.0008730346,0.00008685578,0.00003413487],"category_scores_gemma":[0.0024976023,0.000026655829,0.00009361332,0.00026349904,0.001761203,0.000110703135,0.000026101701,0.0004386181,9.879469e-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":[0.000018818266,0.000024685127,0.0023562717,0.000020847936,0.000015922971,5.473768e-7,0.15816502,8.792534e-7,0.00015979409,0.79236084,0.02866793,0.018208465],"study_design_scores_gemma":[0.00014671322,0.00004625491,0.0085521545,0.00006928755,0.0000058355777,3.7194073e-7,0.020265123,0.0000054298475,0.00009526314,0.13204211,0.8387298,0.00004167988],"about_ca_topic_score_codex":0.08302066,"about_ca_topic_score_gemma":0.51972294,"teacher_disagreement_score":0.8796664,"about_ca_system_score_codex":0.0002519961,"about_ca_system_score_gemma":0.0024494221,"threshold_uncertainty_score":0.9997465},"labels":[],"label_agreement":null},{"id":"W1581265225","doi":"10.56105/cjsae.v22i2.968","title":"Editorial: Staying the Course","year":2010,"lang":"en","type":"editorial","venue":"Canadian Journal for the Study of Adult Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Simon Fraser University","funders":"","keywords":"Course (navigation); Sociology; Adult education; Political science; Pedagogy; Engineering","score_opus":0.07611419672564229,"score_gpt":0.5201066126595709,"score_spread":0.44399241593392863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1581265225","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":[0.0006388244,0.00041152767,0.0000642781,0.013960856,0.98293895,0.0012827527,0.00010540227,0.000004254601,0.0005931375],"genre_scores_gemma":[0.002416172,0.00034942396,0.00015541575,0.000044703487,0.9938894,0.00012069505,0.000013630965,0.000029176057,0.0029813708],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99545854,0.0019906156,0.0004000183,0.0001808047,0.0014615235,0.00050848344],"domain_scores_gemma":[0.97982544,0.011694752,0.000586587,0.00038162456,0.006923191,0.0005883962],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016650299,0.00015749932,0.00024254523,0.00014002668,0.005886604,0.00050870376,0.001287303,0.0005228845,0.000062041836],"category_scores_gemma":[0.0448387,0.000095330564,0.00015416596,0.0002798586,0.0009968465,0.00014273662,0.000015502344,0.0030582447,0.0000036692716],"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":[0.000012697479,0.00005970987,0.000025228175,0.00001606734,0.000087483284,1.503757e-7,0.12608477,0.0000012315573,6.1187455e-7,0.0016113616,0.86266,0.009440692],"study_design_scores_gemma":[0.00014758705,0.00013676634,0.000027303984,0.000048974543,0.00009530075,1.7320217e-7,0.28761008,7.2554474e-7,3.4727e-7,0.005969397,0.7058826,0.000080744394],"about_ca_topic_score_codex":0.30375165,"about_ca_topic_score_gemma":0.7670142,"teacher_disagreement_score":0.46326256,"about_ca_system_score_codex":0.00037816103,"about_ca_system_score_gemma":0.04684671,"threshold_uncertainty_score":0.99924177},"labels":[],"label_agreement":null},{"id":"W1583158725","doi":"10.7202/1119922ar","title":"Nostalgia and Poetry: Reflections on Research, Creative Expression, and Fieldwork Across Borders","year":2013,"lang":"en","type":"article","venue":"Atlantis Critical Studies in Gender Culture & Social Justice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Expatriate; Insider; Sociology; Poetry; Expression (computer science); Reflexivity; Negotiation; Context (archaeology); Gender studies; Power (physics); Epistemology; Aesthetics; Social science; Literature; Political science; History; Law; Art; Philosophy","score_opus":0.4852631704419959,"score_gpt":0.659830917376125,"score_spread":0.17456774693412908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583158725","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":[0.23859546,0.02212801,0.0024346218,0.16298331,0.00265007,0.002679172,0.000115985975,0.0002669845,0.5681464],"genre_scores_gemma":[0.9831158,0.010040248,0.003433248,0.0010383017,0.00066081254,0.0001256484,0.0000025736226,0.000014269729,0.0015690781],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99438703,0.003310137,0.00022881274,0.00044551762,0.00077800296,0.00085050927],"domain_scores_gemma":[0.9917892,0.006961296,0.000029443363,0.00009298109,0.00090621284,0.00022085347],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0035369399,0.00016204122,0.00029601646,0.00005236822,0.0044957274,0.00022877564,0.00015365065,0.00030858698,0.000059580565],"category_scores_gemma":[0.025363497,0.00012805698,0.00004169339,0.00054628006,0.0058959024,0.00027060797,0.00027821335,0.0011877198,0.000014900693],"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":[0.000032935972,0.000084843254,0.00039917644,0.00023967301,0.000052527394,0.000019280158,0.5591644,2.0459423e-7,0.00032746134,0.3956676,0.041443553,0.0025682985],"study_design_scores_gemma":[0.00024319583,0.000115419214,0.0053321,0.00012689177,0.00002614413,0.0000011172949,0.85804707,0.0000020122961,0.00002960342,0.09711431,0.03877549,0.00018665112],"about_ca_topic_score_codex":0.0027653703,"about_ca_topic_score_gemma":0.0013692849,"teacher_disagreement_score":0.74452037,"about_ca_system_score_codex":0.00013046834,"about_ca_system_score_gemma":0.00007020359,"threshold_uncertainty_score":0.9968095},"labels":[],"label_agreement":null},{"id":"W1584910814","doi":"10.1111/j.1468-2370.2012.00349.x","title":"Approaching the Conceptual Leap in Qualitative Research","year":2012,"lang":"en","type":"article","venue":"International Journal of Management Reviews","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":341,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reflexivity; Dialectic; Epistemology; LEAPS; Sociology; Qualitative research; Bricolage; Generativity; Context (archaeology); Serendipity; Perspective (graphical); Process (computing); Social science; Computer science","score_opus":0.7454805423760673,"score_gpt":0.7111047293975329,"score_spread":0.034375812978534426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584910814","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":[0.04508032,0.07046648,0.06549234,0.17038842,0.0045581074,0.0028041378,0.000007114435,0.00001932949,0.64118373],"genre_scores_gemma":[0.8843394,0.07534642,0.030646041,0.0011971864,0.0026299905,0.00007159815,0.000002122115,0.000016853923,0.0057504107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9776915,0.019203538,0.00063289626,0.00008834148,0.0020030912,0.00038066166],"domain_scores_gemma":[0.9959045,0.0030397333,0.00030683607,0.00009989882,0.00054079434,0.000108248445],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.14708588,0.00006690823,0.00019378892,0.00029633124,0.00021532142,0.00010946551,0.0009716386,0.000037466187,0.00017936097],"category_scores_gemma":[0.006146615,0.000040866267,0.00012442103,0.00038633408,0.00086635276,0.00053539133,0.00015883593,0.0007863202,0.000064578635],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020374444,0.0000815493,0.00044657546,0.000015735917,0.000055929555,0.00000671153,0.22917622,0.0000036083634,0.000004036595,0.6849436,0.0057015503,0.07954407],"study_design_scores_gemma":[0.00016669629,0.000020745938,0.00061101123,0.00017476565,0.0000047688104,0.0000010046077,0.20316231,0.0000034070383,0.0000030950794,0.018362844,0.7774464,0.000042961994],"about_ca_topic_score_codex":0.00022881899,"about_ca_topic_score_gemma":0.00008019142,"teacher_disagreement_score":0.8392591,"about_ca_system_score_codex":0.00030443943,"about_ca_system_score_gemma":0.00007591592,"threshold_uncertainty_score":0.8782546},"labels":[],"label_agreement":null},{"id":"W1591572965","doi":"10.1108/heswbl-12-2014-0059","title":"Introduction to the special section","year":2015,"lang":"en","type":"article","venue":"Higher Education Skills and Work-based Learning","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Section (typography); Special section; Computer science; Engineering; Engineering physics","score_opus":0.07875901498341174,"score_gpt":0.4531356880582712,"score_spread":0.37437667307485945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1591572965","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":[0.23219155,0.0006521095,0.009382759,0.7238942,0.019208182,0.0007478647,0.0000012971133,0.00016245416,0.013759635],"genre_scores_gemma":[0.6904037,0.00010233745,0.01114542,0.003199064,0.14336325,0.00013075769,0.000024399322,0.000031736323,0.15159933],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735487,0.0017256154,0.00011413402,0.00019836813,0.00040064473,0.00020637568],"domain_scores_gemma":[0.99888813,0.0003971723,0.00005738645,0.00009798685,0.00033917127,0.00022015354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004886237,0.00006712015,0.00007596539,0.00008360494,0.00076386007,0.00019064207,0.00008217517,0.000074528325,0.0005851077],"category_scores_gemma":[0.0015446037,0.000051745264,0.000025027992,0.0006377621,0.00018654366,0.00012147188,0.000015977603,0.00037041417,0.00010514669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006411391,0.00022451713,0.0876776,0.000012828875,0.0000142836925,3.2213825e-7,0.057563964,0.0020980877,0.000025993913,0.07013338,0.61225724,0.16992764],"study_design_scores_gemma":[0.000080550206,0.00004647503,0.021981034,0.000016521652,0.00000445367,1.2011013e-7,0.0012045191,5.0930714e-7,0.000011283166,0.0011023204,0.97547734,0.00007487045],"about_ca_topic_score_codex":0.00038291278,"about_ca_topic_score_gemma":0.00008376189,"teacher_disagreement_score":0.7206951,"about_ca_system_score_codex":0.00014287615,"about_ca_system_score_gemma":0.00058302865,"threshold_uncertainty_score":0.64065194},"labels":[],"label_agreement":null},{"id":"W1595172655","doi":"10.1177/160940690600500102","title":"Understanding Emotional Experience in Fieldwork: Responding to Grief in a Northern Aboriginal Village","year":2006,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":35,"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":"Introspection; Ethnography; Experiential learning; Subjectivity; Context (archaeology); Grief; Sociology; Psychology; Social psychology; Anthropology; Epistemology; Pedagogy; Psychotherapist; Geography; Cognitive psychology; Archaeology","score_opus":0.7592634341812504,"score_gpt":0.710860308087503,"score_spread":0.04840312609374742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595172655","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2677886,0.0001244724,0.70239186,0.015823668,0.0007659294,0.00014161452,0.00000785447,0.0000072823623,0.012948736],"genre_scores_gemma":[0.68076116,0.000050883744,0.31792748,0.00026620048,0.00046285545,0.000010302585,0.0000013988002,0.000011252725,0.0005084286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9800134,0.016819432,0.00095164357,0.00022984545,0.0015744473,0.00041124335],"domain_scores_gemma":[0.9875632,0.011009018,0.0003611621,0.00007622973,0.00084414263,0.00014627186],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.048459552,0.00013253414,0.00031404226,0.0018411964,0.00014584065,0.00013772295,0.0006006892,0.000111171874,0.00014307108],"category_scores_gemma":[0.009642004,0.00012459005,0.00012622098,0.0014811829,0.00045902713,0.0005293691,0.000039502,0.000621173,0.000004677278],"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":[0.00031029995,0.00009870548,0.011004814,0.0000056008234,0.000024093504,0.00011330752,0.36075002,0.00046348592,0.0015067514,0.6223214,0.00008814624,0.00331333],"study_design_scores_gemma":[0.0009098076,0.00015699744,0.012508402,0.00045477852,0.0000034254474,0.000009556924,0.4040256,0.00008288361,0.00043169258,0.5603273,0.02084217,0.00024740104],"about_ca_topic_score_codex":0.002040943,"about_ca_topic_score_gemma":0.008558763,"teacher_disagreement_score":0.41297257,"about_ca_system_score_codex":0.0015939303,"about_ca_system_score_gemma":0.00060874055,"threshold_uncertainty_score":0.9987002},"labels":[],"label_agreement":null},{"id":"W1596568880","doi":"10.1177/160940690600500205","title":"An Autoethnography on Learning About Autoethnography","year":2006,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":725,"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":"Autoethnography; Reflexivity; Postmodernism; Qualitative research; Sociology; Ideology; Aesthetics; Psychology; Epistemology; Social science; Art; Philosophy; Political science; Politics","score_opus":0.5681622148887557,"score_gpt":0.6954194552756736,"score_spread":0.12725724038691788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596568880","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060334504,0.0008828356,0.8807595,0.013001194,0.0020570327,0.00019727068,0.00002433413,0.000092323426,0.042651027],"genre_scores_gemma":[0.22747524,0.00034521305,0.769186,0.0005110996,0.0016598231,0.000011013565,0.000009966238,0.000035188274,0.00076644524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.94398975,0.0519261,0.0009826128,0.00027823128,0.002364495,0.00045881],"domain_scores_gemma":[0.98319954,0.0124982605,0.0009494233,0.0001523488,0.0029183049,0.00028214545],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08221479,0.00021489918,0.0004271415,0.0012390394,0.00056010875,0.00029567452,0.0010540074,0.00019610288,0.00025634823],"category_scores_gemma":[0.008851522,0.00018565528,0.00050471694,0.0008310316,0.0018544397,0.0007705698,0.000041477128,0.0013612772,0.000012454037],"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":[0.00029389962,0.00041627494,0.0009134582,0.000010853559,0.00032780741,0.000043850683,0.23876847,0.000645708,0.0035080868,0.61159015,0.000849491,0.14263196],"study_design_scores_gemma":[0.0009892399,0.0011927498,0.006513167,0.00021210064,0.00003674638,0.0000072502216,0.19745389,0.0002820824,0.0020150058,0.56099874,0.22987932,0.00041969214],"about_ca_topic_score_codex":0.0012121098,"about_ca_topic_score_gemma":0.00009801718,"teacher_disagreement_score":0.22902983,"about_ca_system_score_codex":0.00020982478,"about_ca_system_score_gemma":0.00038275647,"threshold_uncertainty_score":0.99949735},"labels":[],"label_agreement":null},{"id":"W1598667619","doi":"10.1177/160940691101000101","title":"Divining for Water: Considerations for Methodology","year":2011,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Manitoba","funders":"","keywords":"Conceptualization; Gatekeeping; Grounded theory; Qualitative research; Process (computing); Population; Field (mathematics); Engineering ethics; Psychology; Management science; Sociology; Computer science; Social science; Political science; Engineering","score_opus":0.9699332755033755,"score_gpt":0.7833089465324322,"score_spread":0.18662432897094328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598667619","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019148684,0.00016270025,0.9787687,0.013245255,0.0019706562,0.00034887576,0.00005673944,0.000013079668,0.003519091],"genre_scores_gemma":[0.020673595,0.00007709124,0.97743773,0.00053504884,0.0006790555,0.0000703316,0.0000037546533,0.00001777593,0.00050563173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.969181,0.028790569,0.00087563595,0.00018535246,0.0005874589,0.00037997885],"domain_scores_gemma":[0.92000324,0.07371665,0.00051159423,0.00008616115,0.0055066515,0.00017569841],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1335419,0.00012327936,0.000408132,0.0003484569,0.0004267708,0.00008013822,0.00046448814,0.00013296638,0.00037813664],"category_scores_gemma":[0.09777253,0.00009229474,0.00036951518,0.000086382,0.0009464127,0.0004108588,0.000052367333,0.00029418644,0.000002656823],"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":[0.00023096609,0.00005143345,0.00001122259,0.000010705112,0.00030388747,0.0000026260873,0.43404832,0.0000030722283,0.0037679533,0.5434298,0.00049213297,0.01764791],"study_design_scores_gemma":[0.00065506774,0.00035609148,0.000023729312,0.000027885744,0.000035148743,0.0000066808166,0.12051814,0.000032231328,0.020323867,0.81421626,0.04369451,0.000110411296],"about_ca_topic_score_codex":0.00020965502,"about_ca_topic_score_gemma":0.000080541424,"teacher_disagreement_score":0.31353018,"about_ca_system_score_codex":0.00014707836,"about_ca_system_score_gemma":0.0004633468,"threshold_uncertainty_score":0.9098273},"labels":[],"label_agreement":null},{"id":"W1602179282","doi":"10.1108/qrj-03-2014-0008","title":"In the shadow of deception","year":2015,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centennial College","funders":"","keywords":"Reflexivity; Sociology; Ethnography; Silence; Interpretation (philosophy); Value (mathematics); Shadow (psychology); Originality; Field (mathematics); Deception; Epistemology; Unconscious mind; Gender studies; Qualitative research; Social science; Social psychology; Psychology; Psychoanalysis; Aesthetics; Anthropology","score_opus":0.8580736579774503,"score_gpt":0.7754038074382775,"score_spread":0.08266985053917275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602179282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36271882,0.0034724092,0.022848979,0.2951423,0.0005693621,0.0013686632,0.00002564324,0.000020819118,0.313833],"genre_scores_gemma":[0.98836756,0.00095781754,0.008682824,0.0001860533,0.00049724476,0.000025720787,9.942733e-7,0.000009577781,0.0012722033],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8885624,0.105856195,0.00044692153,0.0001471043,0.004278654,0.0007087192],"domain_scores_gemma":[0.9796384,0.01678915,0.00013307123,0.0001531441,0.0029433288,0.0003428884],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3132835,0.000069222406,0.0001828553,0.00046449163,0.00062711316,0.00016569573,0.00071463187,0.000098134056,0.00020566872],"category_scores_gemma":[0.05529538,0.000044811535,0.00007916112,0.0016201435,0.0031678353,0.0005570813,0.000057765752,0.0018111661,0.000062333136],"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":[0.000055531807,0.00007223512,0.0001271967,0.000008505659,0.000008051347,0.000015489954,0.5997022,0.0000020964117,0.000100252684,0.38551685,0.011579212,0.0028123711],"study_design_scores_gemma":[0.0002172629,0.00019812584,0.00018212399,0.000030536496,7.170978e-7,0.0000030788647,0.5295647,0.0000066483008,0.00002745287,0.44813567,0.02159986,0.00003387939],"about_ca_topic_score_codex":0.00414308,"about_ca_topic_score_gemma":0.0015978895,"teacher_disagreement_score":0.62564874,"about_ca_system_score_codex":0.0003467107,"about_ca_system_score_gemma":0.0018761273,"threshold_uncertainty_score":0.999545},"labels":[],"label_agreement":null},{"id":"W1603273306","doi":"10.1177/160940691201100208","title":"Ethics in Qualitative Research: A View of the Participants' and Researchers' World from a Critical Standpoint","year":2012,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":167,"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":"Beneficence; Transparency (behavior); Research ethics; Engineering ethics; Respect for persons; Economic Justice; Qualitative research; Vocabulary; Sociology; Psychology; Autonomy; Social science; Political science; Law","score_opus":0.9688948298709127,"score_gpt":0.8332285134866256,"score_spread":0.13566631638428706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603273306","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":[0.31777248,0.024654198,0.26101366,0.37774214,0.0033673313,0.0010963853,0.00031861282,0.000019466484,0.014015714],"genre_scores_gemma":[0.69594723,0.0011604128,0.3017209,0.00036209932,0.00044276458,0.00002010156,8.433867e-7,0.000018040413,0.0003276197],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.68752563,0.3051711,0.0014528676,0.00024993205,0.004686192,0.00091429875],"domain_scores_gemma":[0.7362962,0.2562111,0.0005718652,0.0002262481,0.0061557903,0.00053880765],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.41837648,0.00014743433,0.00052669406,0.0006807555,0.00034685645,0.000118244345,0.0009626934,0.00018725632,0.00025167776],"category_scores_gemma":[0.3282923,0.000102929356,0.00019559755,0.0012210053,0.0072286027,0.00073769316,0.0003508626,0.0034003146,0.0000036559848],"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":[0.00021910843,0.00015181686,0.00052479265,0.000027358485,0.00011137041,0.000004154846,0.60218626,6.9382526e-7,0.00076986186,0.38847324,0.0001186771,0.007412635],"study_design_scores_gemma":[0.00037162862,0.00009556516,0.0020323158,0.0005127305,0.000011769107,0.0000010231406,0.5217708,0.000012477743,0.0011203621,0.4596048,0.014380118,0.00008645483],"about_ca_topic_score_codex":0.0039979448,"about_ca_topic_score_gemma":0.001991097,"teacher_disagreement_score":0.37817475,"about_ca_system_score_codex":0.0005138294,"about_ca_system_score_gemma":0.0013942149,"threshold_uncertainty_score":0.99889886},"labels":[{"model":"gemma","categories":["research_integrity"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W1604834367","doi":"","title":"Authors' Response: Rhizomatic Encounters and Encountering Possibilities","year":2010,"lang":"en","type":"article","venue":"Thirdspace","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Sociology; Cognitive science","score_opus":0.04185360171208889,"score_gpt":0.4695784251199709,"score_spread":0.427724823407882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604834367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9587909,0.000116263414,0.0010813419,0.0216744,0.0004904943,0.00018295976,0.0000063603,0.000108977045,0.01754829],"genre_scores_gemma":[0.96635073,0.00010583511,0.015429477,0.00019273521,0.00018450253,0.000015990958,4.0386615e-7,0.000015022291,0.017705314],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964958,0.0021538187,0.00015664657,0.0002243742,0.00055688655,0.00041247185],"domain_scores_gemma":[0.99597883,0.0033665157,0.00005648062,0.0002163249,0.00014745678,0.00023441849],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.018289944,0.000102287835,0.0001534032,0.00009698525,0.00064802344,0.00022787198,0.00022306577,0.00015926926,0.00023368705],"category_scores_gemma":[0.009967924,0.00009160578,0.000039755407,0.00019703791,0.0016724613,0.00030000368,0.000078069475,0.0006117592,0.000035574423],"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":[0.00027086938,0.00003486518,0.0014872361,0.00011386697,0.000026014524,0.000013722873,0.6369364,6.3451347e-7,0.057072647,0.29571506,0.001878301,0.0064503313],"study_design_scores_gemma":[0.0006413218,0.0003402702,0.014099841,0.0002376165,0.000023828075,0.000013192419,0.4500713,0.00043329434,0.0020502424,0.28094324,0.2503778,0.0007680563],"about_ca_topic_score_codex":0.0021374018,"about_ca_topic_score_gemma":0.0031322853,"teacher_disagreement_score":0.2484995,"about_ca_system_score_codex":0.000053295742,"about_ca_system_score_gemma":0.00032071507,"threshold_uncertainty_score":0.99837154},"labels":[],"label_agreement":null},{"id":"W1623431951","doi":"10.18806/tesl.v28i0.1082","title":"Ethical Dimensions of Shared Ethnicity, Language, and Immigration Experience","year":2011,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reflexivity; Ethnography; Ethnic group; Immigration; Sociology; Set (abstract data type); Field (mathematics); Pedagogy; Psychology; Social psychology; Social science; Law; Political science; Anthropology","score_opus":0.22362487360994737,"score_gpt":0.49843615571088307,"score_spread":0.2748112821009357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1623431951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667933,0.008202382,0.0031227774,0.015743503,0.00034829136,0.000170342,0.000026006359,0.000017473729,0.0055759195],"genre_scores_gemma":[0.9856261,0.00040055165,0.0095908195,0.004117644,0.00008052835,0.0000022236284,5.345282e-7,0.0000047847093,0.00017683062],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977574,0.0011486697,0.00017218279,0.00007733197,0.0006420061,0.0002024619],"domain_scores_gemma":[0.9987175,0.00062788354,0.000087030356,0.00006085572,0.00026327293,0.00024348008],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035308509,0.00004570415,0.00010084998,0.000038373844,0.00043584348,0.000024891642,0.00013262464,0.00009467968,0.0030634787],"category_scores_gemma":[0.0029367262,0.000033537995,0.00002163106,0.00014690543,0.0005099905,0.00010247543,0.00003319151,0.0006494976,3.9935264e-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":[0.000045705918,0.000041788262,0.0013803554,0.00002302185,0.000031990756,0.00008879984,0.90182006,7.886069e-7,0.0066054934,0.06481016,0.011982536,0.013169307],"study_design_scores_gemma":[0.0007649216,0.0003856454,0.056430582,0.00024531732,0.000036048594,0.000058906317,0.8303952,0.00020826414,0.0057277572,0.052220065,0.052979015,0.00054826104],"about_ca_topic_score_codex":0.66930795,"about_ca_topic_score_gemma":0.6489159,"teacher_disagreement_score":0.071424834,"about_ca_system_score_codex":0.000081148406,"about_ca_system_score_gemma":0.0013876831,"threshold_uncertainty_score":0.99784786},"labels":[],"label_agreement":null},{"id":"W1637548193","doi":"10.1177/160940690900800103","title":"Practical Application of an Indigenous Research Framework and Two Qualitative Indigenous Research Methods: Sharing Circles and Anishnaabe Symbol-Based Reflection","year":2009,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":617,"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":"Indigenous; Symbol (formal); Qualitative research; Reflection (computer programming); Sociology; Conceptual framework; Epistemology; Engineering ethics; Social science; Computer science; Engineering; Ecology","score_opus":0.8537307581297763,"score_gpt":0.8244343840332644,"score_spread":0.029296374096511868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1637548193","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22730882,0.0010343863,0.76105857,0.009062258,0.00020405756,0.0005748481,0.000020021313,0.000019856972,0.00071720686],"genre_scores_gemma":[0.29128167,0.00051267166,0.70760983,0.0001317031,0.0003771453,0.000026511489,0.0000048363268,0.000021889084,0.00003372611],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8384625,0.15450393,0.0014914331,0.0006741884,0.0040220446,0.00084593624],"domain_scores_gemma":[0.90836316,0.07992207,0.0009915917,0.00030285874,0.009890541,0.0005297496],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.34533694,0.00023490733,0.00068836974,0.001617958,0.0011775533,0.0004302691,0.00090796454,0.00037073373,0.000029843586],"category_scores_gemma":[0.0821131,0.00022082281,0.00014274649,0.0015911043,0.0036337532,0.0011720475,0.00016865651,0.0030325947,0.0000021904507],"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":[0.0005428601,0.00033488843,0.00013670191,0.000038201393,0.00013372446,0.000015489446,0.5766147,0.0000090478125,0.012625135,0.19971816,0.000011081296,0.20982003],"study_design_scores_gemma":[0.00047892157,0.0013673374,0.0010772968,0.0001867317,0.00001983568,0.000017874416,0.36099702,0.00028029067,0.006580888,0.6280415,0.0007875337,0.0001647448],"about_ca_topic_score_codex":0.0025922689,"about_ca_topic_score_gemma":0.000180755,"teacher_disagreement_score":0.42832336,"about_ca_system_score_codex":0.0006937978,"about_ca_system_score_gemma":0.0015206448,"threshold_uncertainty_score":0.99926746},"labels":[],"label_agreement":null},{"id":"W1646928443","doi":"","title":"Alan Bass, Interpretation and Difference: The Strangeness of Care . Reviewed by","year":2008,"lang":"en","type":"article","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Memorial University of Newfoundland","funders":"","keywords":"Bass (fish); Strangeness; Interpretation (philosophy); Philosophy; Epistemology; Nuclear physics; Linguistics; Physics; Fishery; Biology","score_opus":0.14262158617587867,"score_gpt":0.49660657668643776,"score_spread":0.3539849905105591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1646928443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.802093,0.052538488,0.028651822,0.020872299,0.00018192442,0.0010682892,0.00006109697,0.000051575047,0.09448145],"genre_scores_gemma":[0.98356634,0.014275539,0.0010128202,0.00010243361,0.000017400105,0.0000073129727,0.0000026744917,0.000002161179,0.0010132933],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979011,0.0015425532,0.00010411439,0.000076376746,0.00027656884,0.00009931538],"domain_scores_gemma":[0.9988488,0.0008328772,0.000035503388,0.0000661209,0.00017432278,0.000042370277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017568222,0.000035736244,0.000099415636,0.000012079799,0.00027158458,0.000013443712,0.000106443425,0.000038352853,0.00007488028],"category_scores_gemma":[0.00080215075,0.000020574034,0.000024524203,0.000107722255,0.0008244091,0.000045845554,0.00001647061,0.0000897861,0.0000011681789],"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":[0.000027136666,0.000025051006,0.010586882,0.00026273564,0.000025433856,7.9904095e-7,0.5269811,2.6188718e-7,0.0017719548,0.06834542,0.0019726944,0.3900005],"study_design_scores_gemma":[0.0008637493,0.00059018546,0.10579644,0.0005194357,0.00005687827,0.0000019942045,0.60007554,0.00032756987,0.0052631055,0.039038405,0.24686247,0.00060423213],"about_ca_topic_score_codex":0.0017123693,"about_ca_topic_score_gemma":0.0009713181,"teacher_disagreement_score":0.38939628,"about_ca_system_score_codex":0.0000120170625,"about_ca_system_score_gemma":0.000087355555,"threshold_uncertainty_score":0.30375695},"labels":[],"label_agreement":null},{"id":"W1664162735","doi":"","title":"Insider Insights - Learning to Think Qualitatively: Experiences of Graduate Students Conducting Qualitative Health Research","year":2009,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Insider; Honor; Qualitative research; Humility; Feeling; Graduate students; Psychology; Mentorship; Empathy; Medical education; Pedagogy; Engineering ethics; Mathematics education; Sociology; Social psychology; Medicine; Epistemology; Computer science; Social science; Political science","score_opus":0.6411020436956152,"score_gpt":0.6099117477195934,"score_spread":0.031190295976021742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1664162735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97490567,0.00039482355,0.000015677333,0.0028567314,0.00028289636,0.0011570764,0.000047118996,0.00015881204,0.020181166],"genre_scores_gemma":[0.9839982,0.00044526844,0.012901076,0.00097632717,0.000066682755,0.00010348079,0.000008448361,0.00004753792,0.0014529931],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9221582,0.06702917,0.0014744642,0.0012086093,0.0062359627,0.0018935951],"domain_scores_gemma":[0.98242694,0.012465766,0.00060454884,0.00046411343,0.0028883019,0.0011503551],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09050881,0.00041471902,0.00093444186,0.0008639194,0.006318702,0.00022797176,0.0013764811,0.00031608006,0.00011011542],"category_scores_gemma":[0.06163066,0.00039220063,0.00022045568,0.0033054922,0.0018831299,0.0015827063,0.00041854882,0.0031542194,0.000115327406],"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":[0.00008597565,0.00022727954,0.000008909179,0.00005255034,0.0000574229,0.000010348272,0.52272135,0.000012834301,0.004061334,0.42464918,0.000015309226,0.04809748],"study_design_scores_gemma":[0.00040459412,0.0011585592,0.00024758477,0.0002807271,0.000005344736,7.5959406e-7,0.7521711,0.0000029953806,0.00617227,0.23103409,0.00815617,0.00036582662],"about_ca_topic_score_codex":0.006106668,"about_ca_topic_score_gemma":0.0014109511,"teacher_disagreement_score":0.2294497,"about_ca_system_score_codex":0.0011067389,"about_ca_system_score_gemma":0.0005238822,"threshold_uncertainty_score":0.999853},"labels":[],"label_agreement":null},{"id":"W1666510152","doi":"10.1177/160940690200100404","title":"Exploring Qualitatively-Derived Concepts: Inductive—Deductive Pitfalls","year":2002,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":120,"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":"Epistemology; Context (archaeology); Qualitative research; Psychology; Sociology; Philosophy; Social science","score_opus":0.94996097845688,"score_gpt":0.7455491627395104,"score_spread":0.20441181571736955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1666510152","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15225735,0.0021611261,0.765367,0.04548956,0.005803929,0.00047800894,0.00007419523,0.00007339144,0.028295456],"genre_scores_gemma":[0.22416927,0.0029325334,0.7690493,0.0005489089,0.0018004993,0.00004857237,0.0000025800005,0.000046233,0.0014021456],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93326205,0.061876252,0.0013550423,0.00037717662,0.002535838,0.0005936474],"domain_scores_gemma":[0.9690204,0.0229155,0.001333436,0.00018120429,0.0061031887,0.0004462268],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06128627,0.00029433047,0.000698086,0.0007357722,0.00045957064,0.00021955014,0.0012356942,0.00015688365,0.0013553918],"category_scores_gemma":[0.046652403,0.00026393222,0.00045342543,0.0007284797,0.0030487701,0.002574203,0.00014001859,0.00123351,0.00006168326],"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":[0.000116354466,0.0001801787,0.000021026292,0.000009558491,0.00055574876,0.000031671152,0.6655029,0.000007191089,0.006660513,0.23750581,0.0005270633,0.088882],"study_design_scores_gemma":[0.0010275597,0.0003917413,0.00026023173,0.00018494597,0.000034982673,0.000012599082,0.7468848,0.000028621891,0.005695443,0.17510831,0.06999229,0.00037848172],"about_ca_topic_score_codex":0.0005696546,"about_ca_topic_score_gemma":0.000035108813,"teacher_disagreement_score":0.08850352,"about_ca_system_score_codex":0.00076388195,"about_ca_system_score_gemma":0.00036625413,"threshold_uncertainty_score":0.9999813},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1679647472","doi":"10.3233/wor-2012-1442","title":"Navigating political minefields: Partnerships in organizational case study research","year":2012,"lang":"en","type":"article","venue":"Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reflexivity; Politics; Negotiation; Public relations; Courage; Qualitative research; Participant observation; Sociology; Identification (biology); Foundation (evidence); Engineering ethics; Political science; Engineering; Social science","score_opus":0.694793908225215,"score_gpt":0.6698393880789136,"score_spread":0.024954520146301395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1679647472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97634906,0.00013185041,0.00011863498,0.011691844,0.00010549668,0.00027556205,8.999507e-7,0.000020663829,0.011306017],"genre_scores_gemma":[0.996445,0.0000035668945,0.0024442794,0.00009485237,0.00061525137,0.000024120798,0.000001011862,0.000008556654,0.0003633577],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99023676,0.007666106,0.00017475052,0.0001420118,0.00087682775,0.00090353837],"domain_scores_gemma":[0.9928407,0.006419255,0.000017656646,0.00011460386,0.00026685113,0.00034093202],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02865398,0.000053557527,0.00009823486,0.000048592454,0.00067100633,0.000070544695,0.0001427189,0.00010785796,0.0002996466],"category_scores_gemma":[0.013882438,0.000049749902,0.000017900444,0.0015337288,0.00055431516,0.00014691283,0.00008281147,0.001072313,0.00007484102],"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":[0.0000053756307,0.00023244218,0.4303387,0.0000051888096,0.000004469446,0.00014141979,0.17372996,2.8203888e-7,0.0000025893,0.39373347,0.00024098557,0.0015651142],"study_design_scores_gemma":[0.00020556257,0.00006108142,0.007672704,0.000058264133,0.00000249413,0.000010707843,0.966157,0.000003843384,0.000013878494,0.021260748,0.004433588,0.00012011548],"about_ca_topic_score_codex":0.004975948,"about_ca_topic_score_gemma":0.003001903,"teacher_disagreement_score":0.79242706,"about_ca_system_score_codex":0.00016246995,"about_ca_system_score_gemma":0.00021823579,"threshold_uncertainty_score":0.99442405},"labels":[],"label_agreement":null},{"id":"W1729773610","doi":"","title":"Author’s Response to Critical Commentary","year":2011,"lang":"en","type":"article","venue":"Journal of military and strategic studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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","score_opus":0.5456593317005444,"score_gpt":0.5768460928263015,"score_spread":0.031186761125757134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1729773610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74974793,0.030003725,0.00020741313,0.21304713,0.00052070274,0.00011296625,0.0000086391965,0.000009095849,0.006342405],"genre_scores_gemma":[0.9653085,0.0043923054,0.028055042,0.0015520146,0.00028599217,0.0000030044714,6.210718e-8,0.0000049321534,0.00039817306],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99552596,0.0034206784,0.0003117564,0.00009555045,0.00040177337,0.00024429787],"domain_scores_gemma":[0.9952169,0.003928782,0.00003872553,0.00006141748,0.00047446493,0.00027970376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014953798,0.00007742775,0.0002490065,0.00010095107,0.0005105951,0.0000078979065,0.00013777975,0.00005121103,0.000067693356],"category_scores_gemma":[0.0051335264,0.000056661833,0.00006639932,0.0001411303,0.0013690457,0.0001737184,0.000050346072,0.0003090402,0.0000029259338],"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":[0.0036546893,0.00022458586,0.0014897669,0.000101340236,0.0003630745,0.00035189028,0.7557601,6.17701e-7,0.00034753213,0.20512246,0.029186867,0.0033971267],"study_design_scores_gemma":[0.00017664419,0.00126339,0.0045933775,0.00008936243,0.0000256209,0.000008755185,0.6017018,0.000001237113,0.00002811882,0.38192955,0.0100940745,0.000088046385],"about_ca_topic_score_codex":0.00038683906,"about_ca_topic_score_gemma":0.00027408198,"teacher_disagreement_score":0.21556056,"about_ca_system_score_codex":0.000048407597,"about_ca_system_score_gemma":0.00014632307,"threshold_uncertainty_score":0.6145682},"labels":[],"label_agreement":null},{"id":"W1735759691","doi":"10.1111/soc4.12081","title":"Studying Social Movements: Challenges and Opportunities for Participant Observation","year":2013,"lang":"en","type":"article","venue":"Sociology Compass","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":26,"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":"Sociology; Participant observation; Social movement; Social science; Political science; Law; Politics","score_opus":0.8307492225965016,"score_gpt":0.5570688631408341,"score_spread":0.2736803594556675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1735759691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7841161,0.0022592123,0.0023519192,0.20589522,0.00021406756,0.0007615149,0.000009352282,0.00006556552,0.0043270816],"genre_scores_gemma":[0.9925231,0.002329755,0.0023613411,0.0012079801,0.00030482566,0.0004504923,0.0000067292135,0.000008624168,0.00080717355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99705803,0.002064868,0.0001695608,0.0001572316,0.00017171432,0.0003786048],"domain_scores_gemma":[0.99747586,0.002036913,0.000076098644,0.00005091024,0.0002768688,0.00008335604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004840055,0.000072062634,0.00019728816,0.000030889645,0.0009755832,0.000035368394,0.00010925189,0.00014087978,0.000052016178],"category_scores_gemma":[0.0007491294,0.000066203786,0.000040209485,0.000021418087,0.0016666821,0.0001880786,0.000045929446,0.00015044965,0.0000052593205],"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":[0.000005083545,0.000028310784,0.00038370676,0.000030598952,0.000054340308,2.6391947e-7,0.24339317,1.705966e-7,0.00008908569,0.71685225,0.0011389393,0.038024105],"study_design_scores_gemma":[0.00027013215,0.00008803904,0.028783726,0.00000711862,0.000009539273,3.08466e-8,0.47533542,0.00009119152,0.0000048258817,0.46053863,0.0347714,0.00009994016],"about_ca_topic_score_codex":0.0002988707,"about_ca_topic_score_gemma":0.00015063374,"teacher_disagreement_score":0.2563136,"about_ca_system_score_codex":0.000043665594,"about_ca_system_score_gemma":0.000107713255,"threshold_uncertainty_score":0.7503496},"labels":[],"label_agreement":null},{"id":"W1804920745","doi":"10.1111/j.0033-0124.2004.05603006.x","title":"Systematic Inquiry into Barriers to Researcher Access: Evidence from a Homeless Shelter","year":2004,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":32,"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 Manitoba","funders":"","keywords":"Negotiation; Qualitative research; Sociology; Identity (music); Public relations; Face (sociological concept); Process (computing); Political science; Social science; Computer science","score_opus":0.2835083344319589,"score_gpt":0.5738683770628981,"score_spread":0.2903600426309392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1804920745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86322886,0.0034393256,0.007376601,0.11997708,0.0012864233,0.0028825507,0.000017160632,0.00012907624,0.0016629413],"genre_scores_gemma":[0.98770714,0.00039264633,0.0055918614,0.0028038556,0.0005841755,0.0007286244,0.000002997779,0.00003074272,0.0021579815],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98785853,0.008493569,0.00038523498,0.00040889817,0.0021552772,0.00069850904],"domain_scores_gemma":[0.9924745,0.005673581,0.000109407585,0.0004976614,0.00052150065,0.00072333426],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.019200644,0.00017178695,0.00034155304,0.00017980473,0.0018228211,0.00032471557,0.0017378028,0.0001846982,0.0012193273],"category_scores_gemma":[0.014588767,0.00010002194,0.00015826478,0.0014083345,0.001819511,0.00061529235,0.00064362865,0.0007941932,0.00023267152],"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":[0.00030576796,0.00011324351,0.008431953,0.0020452628,0.0002491028,0.000020302472,0.9394241,0.00007466,0.0011814346,0.043875307,0.0028908341,0.001388058],"study_design_scores_gemma":[0.000569106,0.00012860585,0.015129343,0.020497626,0.000058329075,4.7161205e-7,0.38103506,0.000015046536,0.00039838933,0.5792638,0.0023625644,0.0005416333],"about_ca_topic_score_codex":0.016474783,"about_ca_topic_score_gemma":0.003407305,"teacher_disagreement_score":0.558389,"about_ca_system_score_codex":0.00016423938,"about_ca_system_score_gemma":0.0011526186,"threshold_uncertainty_score":0.9996937},"labels":[],"label_agreement":null},{"id":"W1829585114","doi":"10.1111/cag.12092","title":"An argument for ethical physical geography research on Indigenous landscapes in Canada","year":2014,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Indigenous; Geographer; Argument (complex analysis); Participatory action research; Environmental ethics; Research ethics; Sociology; Space (punctuation); Perspective (graphical); Human geography; Citizen journalism; Social science; Political science; Engineering ethics; Geography; Anthropology; Ecology; Law; Medicine; Engineering","score_opus":0.07012942941279604,"score_gpt":0.4100566332137282,"score_spread":0.33992720380093217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1829585114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805582,0.00030173757,0.000022011604,0.012164064,0.00046469882,0.0012032746,0.00029579166,0.00005264307,0.0049375384],"genre_scores_gemma":[0.9961071,0.0007206401,0.00042313192,0.0015973635,0.0005021203,0.00047853033,0.00007126221,0.000054616547,0.000045220535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9897941,0.004123677,0.0004402674,0.0009034066,0.0014222906,0.0033162574],"domain_scores_gemma":[0.9901059,0.0055188653,0.000091712056,0.00064354023,0.0008005859,0.0028393515],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.010972104,0.00038022362,0.00057933544,0.0055735586,0.0029723214,0.00028501675,0.0011463087,0.0004551807,0.000041822794],"category_scores_gemma":[0.0021595815,0.0003839211,0.00026470234,0.006761546,0.0031923014,0.00020601286,0.00003543861,0.0018318956,0.000003981872],"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":[0.00017369355,0.00018888843,0.21695533,0.00016750017,0.00018150211,0.00009305787,0.058231402,0.00022541633,0.000022531382,0.65030897,0.007193106,0.06625862],"study_design_scores_gemma":[0.0010951207,0.0016927057,0.16877808,0.00019580322,0.000031904518,0.0000026249406,0.1927775,0.0003479743,0.000037926464,0.14148699,0.49217376,0.0013796198],"about_ca_topic_score_codex":0.999692,"about_ca_topic_score_gemma":0.99999815,"teacher_disagreement_score":0.50882196,"about_ca_system_score_codex":0.0009812918,"about_ca_system_score_gemma":0.006417392,"threshold_uncertainty_score":0.9998613},"labels":[],"label_agreement":null},{"id":"W1829770301","doi":"10.5840/cpsem201210","title":"Antagonistic Habits of Researching and Reporting","year":2012,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":0.43716678730817377,"score_gpt":0.5558875399208232,"score_spread":0.11872075261264942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1829770301","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":[0.00037297417,0.0029831338,0.0010980142,0.0019180096,0.00020122148,0.0002651521,0.000038395785,0.000028776132,0.9930943],"genre_scores_gemma":[0.065305285,0.02136067,0.050715253,0.0001506589,0.0018955175,0.0000033709136,0.000026760536,0.00013399415,0.8604085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99690753,0.0006560229,0.0007846069,0.00022265213,0.0009840538,0.0004451512],"domain_scores_gemma":[0.9944965,0.0035944148,0.0010146298,0.00022435236,0.00040646526,0.0002636249],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02292505,0.00013886877,0.00044501066,0.0001258107,0.00043896827,0.000050030216,0.00018040909,0.00036790333,0.00012755403],"category_scores_gemma":[0.023628589,0.00013130342,0.00008980751,0.000047886904,0.0019351507,0.00007953057,0.00017556181,0.0009827373,0.000010875677],"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":[0.0000057280945,0.0000068537624,0.00042152882,0.00032213266,0.00003669018,0.000013103764,0.011564941,4.259187e-7,0.0000938398,0.96072114,0.0003868766,0.026426718],"study_design_scores_gemma":[0.00008855755,0.000073828516,0.00023232627,0.000911057,0.000056608897,0.000003900317,0.0021424084,0.000028626324,0.000087859844,0.6132068,0.38284773,0.0003202976],"about_ca_topic_score_codex":0.00041979077,"about_ca_topic_score_gemma":0.00021254994,"teacher_disagreement_score":0.38246083,"about_ca_system_score_codex":0.00008666455,"about_ca_system_score_gemma":0.00052475557,"threshold_uncertainty_score":0.9845958},"labels":[],"label_agreement":null},{"id":"W1835205590","doi":"10.1111/cag.12174","title":"The Suzanne Mackenzie Memorial Lecture: Rethinking the politics of feminist knowledge production in Anglo‐American geography","year":2015,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Honour; Precarity; Sociology; Human geography; Knowledge production; Critical geography; Feminist philosophy; Feminism; Politics; Gender studies; Cultural geography; Social science; Political science; Law","score_opus":0.0589229491391189,"score_gpt":0.3572398729471027,"score_spread":0.2983169238079838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1835205590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8991752,0.023103694,0.000011550426,0.055171806,0.004705263,0.0015325065,0.00024594273,0.000110771805,0.01594325],"genre_scores_gemma":[0.9918617,0.006141567,0.00036169952,0.0003382293,0.0009513396,0.00010694923,0.000022315526,0.000041836123,0.00017436892],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933087,0.0028767744,0.0006130235,0.0005158965,0.00079510064,0.0018905057],"domain_scores_gemma":[0.99440396,0.0022704992,0.00029648218,0.00069757027,0.0010467072,0.0012847986],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.010922726,0.00033303542,0.00045750735,0.0024062826,0.0033102331,0.00027617518,0.0012155831,0.00022016416,0.0000083439945],"category_scores_gemma":[0.0066646636,0.00024077568,0.0003219936,0.012285469,0.021703314,0.00019804211,0.000080251186,0.00085323537,0.0000020048033],"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":[0.00012742374,0.00007791224,0.2511156,0.000087819426,0.00035461938,0.000043666627,0.2447806,0.000034340406,0.0000100405805,0.42350897,0.021867959,0.05799106],"study_design_scores_gemma":[0.00034416385,0.0002712288,0.02140147,0.00013275445,0.000048878213,0.000008586321,0.28452972,0.00000877946,0.000045446588,0.18856215,0.50412035,0.0005264766],"about_ca_topic_score_codex":0.9226204,"about_ca_topic_score_gemma":0.99870354,"teacher_disagreement_score":0.48225236,"about_ca_system_score_codex":0.00029669376,"about_ca_system_score_gemma":0.0023067077,"threshold_uncertainty_score":0.99798733},"labels":[],"label_agreement":null},{"id":"W1843470209","doi":"10.1300/j067v24n03_02","title":"Toward Social Justice","year":2004,"lang":"en","type":"article","venue":"Journal of Teaching in Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":45,"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":"Qualitative research; Operationalization; Sociology; Empowerment; Social work; Pedagogy; Engineering ethics; Psychology; Epistemology; Social science; Political science","score_opus":0.2881400009493146,"score_gpt":0.5601946157819391,"score_spread":0.2720546148326245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1843470209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40735707,0.0007230357,0.028718567,0.3780339,0.0033030158,0.0003135155,0.0000059893373,0.00006575316,0.18147916],"genre_scores_gemma":[0.9745809,0.000067585606,0.019623231,0.00045333206,0.004844985,0.0000014161535,2.761151e-7,0.000012898133,0.00041536218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9946616,0.0033932528,0.0004436074,0.000097083976,0.0009924778,0.00041194508],"domain_scores_gemma":[0.9983849,0.0009815397,0.00031879146,0.000034765497,0.00016130379,0.00011870547],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.020214986,0.00008776032,0.00028835548,0.00014852184,0.001994074,0.00011825613,0.0003736186,0.0002046822,0.00004339425],"category_scores_gemma":[0.005430071,0.00008143838,0.00020250639,0.00060044066,0.00052521157,0.00028258044,0.000042918648,0.0019202337,0.000009112527],"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":[0.00008145098,0.0001416595,0.0006424981,0.000027615324,0.000030966705,0.000057124464,0.43327838,0.000035899695,0.000045900684,0.5404475,0.0046544373,0.020556621],"study_design_scores_gemma":[0.0014090815,0.0001257342,0.010244401,0.00022381976,0.00006386746,0.0000037276777,0.19692324,7.5460287e-7,0.000010481765,0.5827115,0.20799512,0.0002882391],"about_ca_topic_score_codex":0.00022944114,"about_ca_topic_score_gemma":0.00012155175,"teacher_disagreement_score":0.56722385,"about_ca_system_score_codex":0.0006146254,"about_ca_system_score_gemma":0.00058142224,"threshold_uncertainty_score":0.9993052},"labels":[],"label_agreement":null},{"id":"W1851934199","doi":"10.46743/2160-3715/2012.1724","title":"Critical Ethnography: A Useful Methodology in Conducting Health Research in Different Resource Settings","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Alberta","funders":"","keywords":"Tobacco control; Participant observation; Ethnography; Focus group; Underpinning; Sociology; Public health; Work (physics); Resource (disambiguation); Population; Public relations; Critical realism (philosophy of perception); Medicine; Social science; Environmental health; Political science; Nursing; Realism; Engineering","score_opus":0.9557407046895341,"score_gpt":0.7755977111256861,"score_spread":0.180142993563848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1851934199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5789854,0.0013494738,0.0039680195,0.39223593,0.00023985431,0.0010589028,0.000009184701,0.00006687151,0.022086382],"genre_scores_gemma":[0.96139693,0.00013065292,0.035211362,0.0013825059,0.00041764122,0.00025401235,0.000011359738,0.00004439419,0.0011511589],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.70922273,0.28320113,0.0015551856,0.00086355885,0.0031289237,0.0020284788],"domain_scores_gemma":[0.88644975,0.11062707,0.00034417197,0.0005910287,0.0013525282,0.00063543214],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.43962386,0.00018633412,0.00065746927,0.0006405627,0.00076494104,0.00010525143,0.0005297853,0.000223138,0.000025433781],"category_scores_gemma":[0.18927824,0.00013066831,0.00010982476,0.0023627433,0.006225853,0.00023833435,0.00024013742,0.0026294608,0.000011932367],"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":[0.00009717261,0.00009933194,0.0015034382,0.000049456736,0.000014704,0.00014185703,0.79625267,0.0000033910846,0.000040178962,0.19804655,0.0014565215,0.002294744],"study_design_scores_gemma":[0.00022100835,0.00019187947,0.0007258798,0.0001353374,0.0000016218003,0.000010308503,0.6581416,0.00001185151,0.000037415175,0.32240617,0.01800462,0.000112294256],"about_ca_topic_score_codex":0.027824955,"about_ca_topic_score_gemma":0.0074681635,"teacher_disagreement_score":0.3908534,"about_ca_system_score_codex":0.0007222238,"about_ca_system_score_gemma":0.001785307,"threshold_uncertainty_score":0.9996715},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W1859396277","doi":"10.25071/1918-6215.31558","title":"CONSIDERING THE METHODOLOGICAL COMPLEXITIES OF THE INTERVIEW APPROACH WHEN EXPLORING THE WORK OF MOTHERING AND DISABILITY","year":2011,"lang":"en","type":"article","venue":"Critical Disability Discourses","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Work (physics); Psychology; Developmental psychology; Sociology; Engineering","score_opus":0.833005997358399,"score_gpt":0.5548122252345867,"score_spread":0.27819377212381224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1859396277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.935963,0.0008607422,0.014586661,0.037667356,0.0002338835,0.0007411479,0.000032693595,0.000031919946,0.0098825935],"genre_scores_gemma":[0.9869208,0.00006295638,0.0127695855,0.00008041869,0.00006433399,0.000079474885,2.0809235e-7,0.000007722697,0.000014547471],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9853361,0.013053113,0.00044791753,0.000274801,0.00052329194,0.00036476424],"domain_scores_gemma":[0.9755347,0.023571987,0.00007587512,0.0005681636,0.00014552107,0.00010379106],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.016621722,0.00013526324,0.0003770011,0.000006524143,0.0006871123,0.00005640268,0.0006746644,0.00006545286,0.00018636725],"category_scores_gemma":[0.02916631,0.000059678034,0.00020672315,0.00020766181,0.05628391,0.00019886666,0.00047537216,0.00045396152,4.1972098e-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":[0.000029512225,0.00025781253,0.04423966,0.000389655,0.000028706563,8.323997e-8,0.11636729,0.0000016195002,0.000028658103,0.82754946,0.000009995168,0.011097536],"study_design_scores_gemma":[0.000048629696,0.00003432856,0.16531111,0.00013282463,0.000036405225,4.291587e-7,0.28390062,0.000022974647,0.00024097868,0.5500249,0.00016097743,0.000085801046],"about_ca_topic_score_codex":0.0016598008,"about_ca_topic_score_gemma":0.0004284777,"teacher_disagreement_score":0.27752456,"about_ca_system_score_codex":0.00004341994,"about_ca_system_score_gemma":0.000057196627,"threshold_uncertainty_score":0.9790114},"labels":[],"label_agreement":null},{"id":"W1865476407","doi":"10.18740/s4f60z","title":"Examining the Institutional Ethnographer’s Toolkit.","year":2009,"lang":"en","type":"article","venue":"Socialist studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":85,"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 New Brunswick","funders":"","keywords":"Sociology; Ethnography; Ideology; Ontology; Politics; Interview; Epistemology; Social science; Political science; Law; Anthropology","score_opus":0.6370093472493386,"score_gpt":0.6112164858850005,"score_spread":0.025792861364338004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1865476407","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":[0.053546224,0.012192299,0.001315372,0.6267015,0.0011872969,0.0004946973,0.000016993743,0.00021319285,0.30433244],"genre_scores_gemma":[0.9772223,0.0052972985,0.0033038147,0.009445103,0.0015658983,0.000040250718,0.000002486475,0.0000069383445,0.003115915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99688876,0.0017820031,0.00015732412,0.00015371785,0.0006677381,0.00035048457],"domain_scores_gemma":[0.99695104,0.0024993955,0.00005983057,0.00009667446,0.00033475383,0.00005827698],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007945805,0.00008508288,0.00016097634,0.000034931036,0.004887076,0.00009169816,0.00024536395,0.000079405014,0.000035906272],"category_scores_gemma":[0.008657346,0.000057901667,0.00008125523,0.00047890152,0.0044442485,0.00015610082,0.000049268772,0.00030668892,0.00001571236],"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":[0.0000044446606,0.000016485335,0.00063872326,0.000004601183,0.000056001023,0.0000029313508,0.14613639,9.975402e-7,0.000010865749,0.8201651,0.008633153,0.024330333],"study_design_scores_gemma":[0.00011210921,0.000045450655,0.012277838,0.00002420943,0.000013013483,1.3327367e-7,0.26683792,7.971409e-7,0.0000055915407,0.5157966,0.20477024,0.00011607863],"about_ca_topic_score_codex":0.0005724241,"about_ca_topic_score_gemma":0.0010073481,"teacher_disagreement_score":0.9236761,"about_ca_system_score_codex":0.0001241738,"about_ca_system_score_gemma":0.00029616046,"threshold_uncertainty_score":0.99969316},"labels":[],"label_agreement":null},{"id":"W1896036412","doi":"10.17169/fqs-6.3.33","title":"Ethical and Friendly Researchers, but not Insiders: A Response to Blodgett, Boyer, and Turk","year":2008,"lang":"en","type":"article","venue":"Forum: Qualitative Social Research (Freie Universität Berlin)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Humanities; Insider; Philosophy; Political science; Epistemology","score_opus":0.5033547540717654,"score_gpt":0.597611457524067,"score_spread":0.09425670345230153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1896036412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64376855,0.0005749085,0.0028571752,0.33919147,0.00010100965,0.0015306551,0.00025478317,0.00013324736,0.011588174],"genre_scores_gemma":[0.95510864,0.0020059864,0.01479643,0.0025246732,0.00041193762,0.000071834445,0.000018750365,0.00008591624,0.024975818],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93065363,0.06026756,0.00053684047,0.001192942,0.00480729,0.0025417542],"domain_scores_gemma":[0.9536719,0.040913478,0.0001336107,0.0003722555,0.0029759347,0.0019328421],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07172785,0.00037880125,0.0006870521,0.0012095515,0.008852588,0.00033806267,0.0008622274,0.0010603811,0.00017820987],"category_scores_gemma":[0.07427799,0.0003994275,0.00019325438,0.0026548258,0.016058914,0.0013406111,0.0011675514,0.0049049943,0.00012826851],"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":[0.0033338827,0.00008960934,0.000049695314,0.000047764956,0.00011911649,0.00022448676,0.62342167,5.4866797e-7,0.0016234352,0.3452912,0.021496868,0.0043017147],"study_design_scores_gemma":[0.0013135662,0.0012757601,0.0010723724,0.00007415123,0.000012723472,0.00000449009,0.72906566,0.000018468214,0.00021589751,0.057694532,0.20880194,0.00045043105],"about_ca_topic_score_codex":0.010191374,"about_ca_topic_score_gemma":0.0028815486,"teacher_disagreement_score":0.3366668,"about_ca_system_score_codex":0.001067333,"about_ca_system_score_gemma":0.0034436013,"threshold_uncertainty_score":0.99984574},"labels":[],"label_agreement":null},{"id":"W1897527751","doi":"10.1111/1469-8676.12013","title":"Serendipity…<i>mon amour</i>? On discomfort as a prerequisite for anthropological knowledge","year":2013,"lang":"en","type":"article","venue":"Social Anthropology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Serendipity; Liminality; Indigenous; Narrative; Sociology; Field (mathematics); Dualism; Traditional knowledge; Anthropology; Aesthetics; Epistemology; Art; Literature; Philosophy","score_opus":0.21414218368811141,"score_gpt":0.5833708791838489,"score_spread":0.36922869549573745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1897527751","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":[0.33498362,0.00082719565,0.013444318,0.20925546,0.0038621216,0.003957664,0.00016717595,0.00052765134,0.4329748],"genre_scores_gemma":[0.98586804,0.0005748354,0.002121604,0.001081971,0.001982676,0.00037243916,0.000025136442,0.000035828514,0.007937454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99477506,0.0028473681,0.00033870188,0.00050256157,0.00041409075,0.0011222211],"domain_scores_gemma":[0.9967658,0.0023357978,0.00018166093,0.00016966107,0.00026893002,0.00027815398],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0027700264,0.00022626304,0.00047568418,0.000115477975,0.0035435192,0.00011595956,0.00044557208,0.0005630538,0.0066900924],"category_scores_gemma":[0.0022273068,0.0001865825,0.0002663601,0.00034418673,0.012220314,0.00023061066,0.0001335546,0.00056459615,0.0005359964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007489236,0.00033589933,0.000622576,0.000030131887,0.000053222964,0.0000032358266,0.03505406,1.4580188e-7,0.00022306897,0.91976875,0.017051857,0.026782151],"study_design_scores_gemma":[0.000770468,0.0016203109,0.0024424929,0.00002077713,0.000026673324,0.0000014760645,0.09677988,0.000026170019,0.00035278048,0.59020066,0.307309,0.00044930982],"about_ca_topic_score_codex":0.012861877,"about_ca_topic_score_gemma":0.004067482,"teacher_disagreement_score":0.65088445,"about_ca_system_score_codex":0.0002136582,"about_ca_system_score_gemma":0.00042420445,"threshold_uncertainty_score":0.99775374},"labels":[],"label_agreement":null},{"id":"W1899754131","doi":"10.3102/0013189x09353940","title":"<i>Comments on Coulter and Smith:</i> Relational Ontological Commitments in Narrative Research","year":2009,"lang":"en","type":"article","venue":"Educational Researcher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":159,"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":"Narrative; Narrative inquiry; Epistemology; Ontology; Sociology; Narrative criticism; Narrative network; Representation (politics); Field (mathematics); Narratology; Psychology; Linguistics; Philosophy; Political science; Politics","score_opus":0.6770913957386269,"score_gpt":0.6887014802456787,"score_spread":0.01161008450705181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1899754131","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":[0.29357293,0.00039869684,0.000031634117,0.49413127,0.00011901144,0.00067133433,0.000016337308,0.0000133006,0.2110455],"genre_scores_gemma":[0.96978015,0.00045973374,0.0043383744,0.0015857157,0.00048635536,0.00012599546,0.000027520276,0.000009339617,0.023186838],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9888794,0.0077113383,0.00021661895,0.00034365864,0.0022086387,0.000640336],"domain_scores_gemma":[0.98935753,0.009465651,0.000032177966,0.00014753423,0.00066990603,0.00032718555],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01985923,0.000094115894,0.00013564673,0.00032783573,0.0009994082,0.00012093145,0.00027353544,0.0001634267,0.0014527017],"category_scores_gemma":[0.01393244,0.000081268015,0.000030241015,0.00069522375,0.001469586,0.00023815656,0.000060872455,0.0013729727,0.000115706884],"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":[0.00018777647,0.00082225795,0.01969965,0.000007791316,0.000012883413,0.0000053114995,0.058799755,0.0000026490006,0.00004876887,0.852511,0.05924877,0.008653399],"study_design_scores_gemma":[0.00047657857,0.00031616178,0.48716176,0.00008850745,7.006519e-7,4.2162372e-7,0.019732296,0.000021407648,0.000012201597,0.3692239,0.12284777,0.000118302654],"about_ca_topic_score_codex":0.0010399419,"about_ca_topic_score_gemma":0.0006085963,"teacher_disagreement_score":0.6762072,"about_ca_system_score_codex":0.00060426653,"about_ca_system_score_gemma":0.0014327567,"threshold_uncertainty_score":0.9994601},"labels":[],"label_agreement":null},{"id":"W1918332732","doi":"10.1111/j.1541-0064.2012.00417.x","title":"Telling stories: Exploring research storytelling as a meaningful approach to knowledge mobilization with Indigenous research collaborators and diverse audiences in community‐based participatory research","year":2012,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Storytelling; Participatory action research; Indigenous; Sociology; Context (archaeology); Citizen journalism; Narrative; Public relations; Emotive; Action research; Political science; Pedagogy","score_opus":0.5183171483892409,"score_gpt":0.4863174012793073,"score_spread":0.03199974710993364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1918332732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98315835,0.0054214173,0.000049503353,0.000613023,0.00028251024,0.0019043073,0.00004384039,0.000069762784,0.008457259],"genre_scores_gemma":[0.9925796,0.0037348145,0.0017839151,0.000070991075,0.0002734086,0.001328717,0.000017206881,0.00007301022,0.0001383448],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9681036,0.023082351,0.00051649375,0.00078802573,0.00240734,0.005102222],"domain_scores_gemma":[0.9812602,0.009635463,0.00008341243,0.0007421356,0.004217096,0.0040616994],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","research_integrity"],"consensus_categories":["bibliometrics","sts"],"category_scores_codex":[0.08872223,0.0003724312,0.00052841724,0.01679703,0.013696985,0.0006220257,0.0011896052,0.00037442244,0.000020072377],"category_scores_gemma":[0.007843912,0.00037591197,0.00007789737,0.03924566,0.019043596,0.0011191305,0.00024216589,0.003436083,0.000013840087],"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":[0.00009312504,0.00020033745,0.19191258,0.00026704147,0.000058027315,0.000023788518,0.75225395,0.0001444718,0.00002729736,0.05137193,0.00039856017,0.0032488727],"study_design_scores_gemma":[0.0002561077,0.00062931085,0.008734229,0.00037542728,0.0000111148365,0.0000016069783,0.91388994,0.000024905126,0.00006291852,0.0023726276,0.07316759,0.00047418862],"about_ca_topic_score_codex":0.88252175,"about_ca_topic_score_gemma":0.9928564,"teacher_disagreement_score":0.18317835,"about_ca_system_score_codex":0.0015094158,"about_ca_system_score_gemma":0.0043691164,"threshold_uncertainty_score":0.9998693},"labels":[],"label_agreement":null},{"id":"W1927404402","doi":"10.1111/jftr.12084","title":"Theoretical Triangulation as an Extension of Feminist Intersectionality in Qualitative Family Research","year":2015,"lang":"en","type":"article","venue":"Journal of Family Theory & Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":26,"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":"Intersectionality; Triangulation; Oppression; Sociology; Agency (philosophy); Privilege (computing); Epistemology; Viewpoints; Qualitative research; Gender studies; Computer science; Social science; Politics; Political science; Mathematics","score_opus":0.6847794256008514,"score_gpt":0.6918430938881255,"score_spread":0.007063668287274116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1927404402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67109853,0.15081948,0.011894155,0.023758184,0.0012284535,0.0019457093,0.000030465122,0.000026323474,0.13919869],"genre_scores_gemma":[0.96859384,0.02408426,0.0057155774,0.0010815078,0.00029773513,0.000010208803,0.0000025655308,0.0000161632,0.00019817345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9227188,0.07324044,0.001190982,0.00020993761,0.00230014,0.0003396624],"domain_scores_gemma":[0.98498684,0.010247249,0.00054551294,0.00024142466,0.0035949824,0.0003839769],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.28127056,0.00011272506,0.00063481665,0.00030837266,0.00016753847,0.000041418647,0.00044017797,0.00014120464,0.00015631752],"category_scores_gemma":[0.05989227,0.00008323113,0.00020571842,0.0010217315,0.002937521,0.00037188004,0.000064928565,0.0010079537,0.00001518863],"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":[0.0005788792,0.00018470803,0.000026421838,0.00022243104,0.00002186478,0.000013380294,0.078423455,0.0000011280897,0.00034414,0.8929388,0.0007949256,0.026449857],"study_design_scores_gemma":[0.00037298806,0.0006712979,0.00047440303,0.0022807082,0.000016870048,0.000004581492,0.20560724,0.000004424733,0.000023718416,0.78067803,0.009792793,0.000072942785],"about_ca_topic_score_codex":0.00040576042,"about_ca_topic_score_gemma":0.000049453585,"teacher_disagreement_score":0.29749528,"about_ca_system_score_codex":0.00032841825,"about_ca_system_score_gemma":0.0016566348,"threshold_uncertainty_score":0.9997759},"labels":[],"label_agreement":null},{"id":"W1928669025","doi":"10.1177/160940690900800107","title":"A Practical Iterative Framework for Qualitative Data Analysis","year":2009,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1215,"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":"Reflexivity; Computer science; Meaning (existential); Process (computing); Iterative and incremental development; Task (project management); Qualitative analysis; Qualitative research; Key (lock); Qualitative property; Simple (philosophy); Management science; Data science; Epistemology; Software engineering; Sociology; Systems engineering; Engineering; Machine learning; Social science","score_opus":0.9187680932500906,"score_gpt":0.8282352090899103,"score_spread":0.09053288416018024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1928669025","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004843177,0.00028908995,0.89392346,0.10221329,0.00071150926,0.00026731615,0.00027187678,0.000016933129,0.0018222141],"genre_scores_gemma":[0.02085825,0.0002664943,0.9759866,0.0013775912,0.0010613572,0.000011018186,0.000046487097,0.000014291498,0.0003779161],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9338576,0.06167468,0.0013345722,0.00046055974,0.0021912793,0.00048126435],"domain_scores_gemma":[0.89406145,0.09711118,0.0014956257,0.00039853412,0.0065596336,0.00037355578],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1558284,0.00022857255,0.000808026,0.00087051635,0.0003909606,0.0003593234,0.0016972667,0.00023297539,0.00025353936],"category_scores_gemma":[0.19123472,0.0001914074,0.00055591576,0.0012759079,0.0011752108,0.0015384885,0.00012947764,0.0010097285,0.000005973122],"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":[0.00038734465,0.0001662759,0.000006298885,0.000004318598,0.0016088936,0.000012871792,0.4158149,0.000007796157,0.00010786961,0.5599091,0.0013638536,0.020610444],"study_design_scores_gemma":[0.00038916926,0.0003934018,0.00006852116,0.000059884616,0.0002629069,0.0000032914452,0.31759536,0.00037212315,0.00017264596,0.64940196,0.031109175,0.0001715223],"about_ca_topic_score_codex":0.00013047655,"about_ca_topic_score_gemma":0.00005968141,"teacher_disagreement_score":0.1008357,"about_ca_system_score_codex":0.00034295677,"about_ca_system_score_gemma":0.0011422788,"threshold_uncertainty_score":0.8692523},"labels":[],"label_agreement":null},{"id":"W1939717785","doi":"10.29173/cjs10214","title":"'Political Activist as Ethnographer', Revisited","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ethnography; Politics; Sociology; Interpretation (philosophy); George (robot); Media studies; Epistemology; Law; Anthropology; Political science; History; Art history","score_opus":0.2768676970677706,"score_gpt":0.5469091585946558,"score_spread":0.27004146152688524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1939717785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4631107,0.0046993485,0.0007166626,0.3048881,0.0011480744,0.00021133076,0.000012669628,0.000011396144,0.22520173],"genre_scores_gemma":[0.99553436,0.00005279241,0.000546321,0.0024644388,0.0010188525,0.000001141063,3.9767494e-7,0.000006198319,0.0003754836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99332595,0.005352056,0.00019812162,0.000048312726,0.00025111125,0.0008244742],"domain_scores_gemma":[0.99581826,0.0024553423,0.00012313966,0.00009090681,0.00033692436,0.0011754265],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.016013358,0.000059875147,0.00017813208,0.000110152134,0.001131774,0.00003850829,0.00035055185,0.00019480231,0.00054108055],"category_scores_gemma":[0.006555001,0.000039768594,0.0001229922,0.00017574243,0.005726649,0.00014362119,0.000010142358,0.0009202158,0.0000494107],"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":[0.0000056242375,0.000005012658,0.00739816,0.0000026650152,0.000038670012,0.0000067554397,0.06293468,6.459314e-8,0.000017158081,0.92595154,0.0025583315,0.0010813073],"study_design_scores_gemma":[0.00014027819,0.000116565905,0.015673954,0.000020549374,0.000027163323,0.000028584664,0.075956486,4.6742664e-7,0.00002245707,0.58444476,0.3234695,0.000099281955],"about_ca_topic_score_codex":0.032737285,"about_ca_topic_score_gemma":0.028756646,"teacher_disagreement_score":0.5324237,"about_ca_system_score_codex":0.0002850096,"about_ca_system_score_gemma":0.0026710622,"threshold_uncertainty_score":0.9969792},"labels":[],"label_agreement":null},{"id":"W1950966632","doi":"10.25071/1920-7336.21400","title":"Confronting the Insider-Outsider Polemic in Conducting Research with Diasporic Communities: Towards a Community-Based Approach","year":2008,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Insider; Sociology; Face (sociological concept); Participatory action research; Citizen journalism; Immigration; Epistemology; Task (project management); Social science; Political science; Law; Anthropology","score_opus":0.6421119068209822,"score_gpt":0.513300992982757,"score_spread":0.12881091383822518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1950966632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894955,0.0009147422,0.00057384925,0.005747726,0.00014731538,0.0004175055,0.000019472747,0.000022703263,0.0026611958],"genre_scores_gemma":[0.9938188,0.00039035402,0.0024747672,0.0025624724,0.00024051846,0.0000340993,0.0000112007365,0.00004224849,0.00042553092],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9625366,0.032324683,0.00061646674,0.00020135021,0.0030241348,0.0012968228],"domain_scores_gemma":[0.99115926,0.006449029,0.0003127412,0.0006092709,0.0009892542,0.00048044987],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.039512724,0.00025381922,0.00047996844,0.0004438564,0.007478923,0.0001935968,0.001244948,0.00018542827,0.00009959737],"category_scores_gemma":[0.0034253339,0.00016754452,0.00008995649,0.0015397859,0.0028061394,0.00027136266,0.00013249158,0.009009699,0.0000022688766],"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":[0.0011199835,0.0012226363,0.015900316,0.00056322786,0.0004561618,0.0023811946,0.18661804,0.0049585877,0.00024854715,0.77506685,0.0036458485,0.007818615],"study_design_scores_gemma":[0.0017745136,0.0005329527,0.0029408468,0.0007041223,0.000014547861,0.0001888341,0.08460135,0.00045555024,0.000118522046,0.0033543296,0.90474105,0.00057335314],"about_ca_topic_score_codex":0.44196326,"about_ca_topic_score_gemma":0.45116785,"teacher_disagreement_score":0.9010952,"about_ca_system_score_codex":0.0021741174,"about_ca_system_score_gemma":0.012202577,"threshold_uncertainty_score":0.9999077},"labels":[],"label_agreement":null},{"id":"W1952889539","doi":"","title":"Ethics as Social Practice: Introducing the Debate on Qualitative Research and Ethics","year":2005,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":33,"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":"Humanities; Sociology; Political science; Philosophy","score_opus":0.8719798563700131,"score_gpt":0.8182370508562747,"score_spread":0.053742805513738334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1952889539","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":[0.19886921,0.013928976,0.0012280042,0.66617364,0.0006499025,0.0016451522,0.000050409813,0.000063593994,0.11739113],"genre_scores_gemma":[0.87693083,0.09951109,0.0066288924,0.009190783,0.0032075914,0.00013086286,0.0000061583314,0.00010505525,0.0042887204],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9199228,0.07138251,0.0009690756,0.00073132355,0.0059000254,0.0010942321],"domain_scores_gemma":[0.8892586,0.10485663,0.00073375547,0.00040632472,0.004335897,0.00040877055],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2530482,0.00027300298,0.00061672134,0.0006973737,0.007187364,0.00369385,0.0030776754,0.0006180643,0.0023267725],"category_scores_gemma":[0.19061275,0.00020540945,0.00014051079,0.0022475985,0.0053912937,0.0032715732,0.0012548317,0.009946269,0.000058462705],"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":[0.0005169439,0.00029037936,0.00048219867,0.00009580725,0.00020756556,0.00001716312,0.65057194,0.000024461366,0.0024355703,0.28407404,0.02949979,0.031784136],"study_design_scores_gemma":[0.00038867077,0.000071328664,0.0039584697,0.00036493232,0.000037721442,0.0000039601605,0.2329911,0.000022929764,0.0016007617,0.42072013,0.33946535,0.00037464363],"about_ca_topic_score_codex":0.013513819,"about_ca_topic_score_gemma":0.0024596925,"teacher_disagreement_score":0.67806166,"about_ca_system_score_codex":0.00042185243,"about_ca_system_score_gemma":0.0026008154,"threshold_uncertainty_score":0.9985852},"labels":[],"label_agreement":null},{"id":"W1956443991","doi":"10.22230/src.2014v5n3a160","title":"Engaged Queer Scholarship: Probing a New Paradigm of Knowledge Creation","year":2014,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Scholarship; Queer; Sociology; Reflexivity; Mainstream; Lesbian; Transgender; Engaged scholarship; Neoliberalism (international relations); Digital scholarship; Queer theory; Gender studies; Social science; Political science; Law","score_opus":0.4038996570412141,"score_gpt":0.5678557684670653,"score_spread":0.1639561114258512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1956443991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5322803,0.024919664,0.025153564,0.13293307,0.00016525487,0.0027047917,0.000009009045,0.00020203587,0.2816323],"genre_scores_gemma":[0.98104376,0.004358074,0.012008676,0.0000268009,0.000092432616,0.000031083615,0.0000069227963,0.000011064991,0.0024211642],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9404234,0.057608902,0.0002814003,0.00022091909,0.0010611394,0.0004042134],"domain_scores_gemma":[0.9863128,0.011276133,0.00009160802,0.0005888736,0.0014304267,0.00030013925],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1357877,0.00007717519,0.00016528626,0.00030099286,0.003519461,0.00065145985,0.00071186107,0.00021193306,0.000044847293],"category_scores_gemma":[0.061565023,0.000070708185,0.00004315628,0.0008390606,0.0016450189,0.001905268,0.00026749782,0.0033742764,0.000026897043],"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":[0.000035468624,0.000066341214,0.0015681831,0.000057495985,0.000015672626,8.3619355e-8,0.11053262,7.827231e-7,0.0024742645,0.79382885,0.00027348156,0.09114675],"study_design_scores_gemma":[0.0006872747,0.00021908814,0.020553624,0.00044783115,0.0000091353595,4.3464848e-7,0.01847704,0.00018238823,0.0016971078,0.71061635,0.24692866,0.00018108313],"about_ca_topic_score_codex":0.0029915567,"about_ca_topic_score_gemma":0.001855315,"teacher_disagreement_score":0.4487635,"about_ca_system_score_codex":0.00011704981,"about_ca_system_score_gemma":0.00074894604,"threshold_uncertainty_score":0.998925},"labels":[],"label_agreement":null},{"id":"W1959234076","doi":"10.20360/g2vp4n","title":"Poetic Inquiry: A Fierce, Tender, and Mischievous Relationship with Lived Experience","year":2015,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"Krell Institute","keywords":"Poetry; Aesthetics; Lived experience; Work (physics); Sociology; Literature; Art; Psychology","score_opus":0.2744643760326081,"score_gpt":0.527497405462258,"score_spread":0.2530330294296499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1959234076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837044,0.0027513534,0.0014530442,0.0019422709,0.000034528755,0.00012315257,0.0000021305532,0.000030154186,0.009958977],"genre_scores_gemma":[0.9871106,0.00010607427,0.009334379,0.00024518635,0.0001230557,0.000013418344,0.000002851452,0.0000058391443,0.0030585614],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984839,0.00079557946,0.00008983743,0.0001652751,0.00026376342,0.00020167413],"domain_scores_gemma":[0.99870026,0.0008241843,0.00003174556,0.000100273384,0.00010366246,0.00023988023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014548585,0.000066486304,0.00009546251,0.00004760919,0.0003033606,0.00017864359,0.00005789036,0.000058643385,0.000030290512],"category_scores_gemma":[0.0016634746,0.000048608843,0.000010745151,0.00017437084,0.0007298427,0.00032625362,0.000033498865,0.00018243984,0.0000047221815],"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":[0.000029001038,0.000013097114,0.012199997,0.000014361245,0.0000039066513,0.00003488861,0.96327674,1.1616151e-7,0.000021909715,0.014165787,0.00007752003,0.010162657],"study_design_scores_gemma":[0.0006683362,0.00022297342,0.032206275,0.000098640565,0.000010819267,0.000013216014,0.9212979,0.000055089968,0.000018392471,0.012046287,0.033139337,0.00022274497],"about_ca_topic_score_codex":0.0017222093,"about_ca_topic_score_gemma":0.00015126463,"teacher_disagreement_score":0.04197887,"about_ca_system_score_codex":0.000014316567,"about_ca_system_score_gemma":0.00008595616,"threshold_uncertainty_score":0.26891357},"labels":[],"label_agreement":null},{"id":"W1960025698","doi":"10.1177/160940690800700404","title":"In Search of Moral Coherence: Reconciling Uneasy Histories and Identities","year":2008,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; University of Alberta","funders":"","keywords":"Autoethnography; Sociology; Agency (philosophy); Negotiation; Sociocultural evolution; Identity (music); Coherence (philosophical gambling strategy); Politics; Gender studies; Epistemology; Social psychology; Psychology; Aesthetics; Political science; Social science; Anthropology; Law","score_opus":0.8317559058600171,"score_gpt":0.7198973357622233,"score_spread":0.11185857009779387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1960025698","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8384502,0.0032170021,0.1360265,0.010912764,0.0016472698,0.00016640207,0.000027308537,0.000007448856,0.009545136],"genre_scores_gemma":[0.4667873,0.0017850354,0.5288675,0.000111261914,0.00029027488,0.0000037263644,7.533297e-7,0.0000093699355,0.002144784],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97936904,0.018246561,0.0007611372,0.00012386701,0.0012963248,0.00020306357],"domain_scores_gemma":[0.9868499,0.010101397,0.0004130854,0.00005533993,0.0024679492,0.000112332265],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.049226765,0.00008615053,0.0003501762,0.0004352886,0.00014039861,0.00003422391,0.00037953068,0.0000800607,0.00014614908],"category_scores_gemma":[0.015502154,0.000077758734,0.00010174552,0.00028175348,0.0025039508,0.0006597564,0.00006308168,0.00047584128,8.897216e-7],"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":[0.00016827232,0.00005654981,0.0034893584,0.000027277118,0.00010676023,0.00005991645,0.77972305,0.00001468191,0.0019428091,0.20471153,0.00020127534,0.009498492],"study_design_scores_gemma":[0.0009501706,0.0003100472,0.0039888327,0.000194837,0.000010695099,0.000046733443,0.5004604,0.000049055976,0.006153698,0.4801886,0.0074580438,0.00018890502],"about_ca_topic_score_codex":0.0014834573,"about_ca_topic_score_gemma":0.00013730454,"teacher_disagreement_score":0.39284098,"about_ca_system_score_codex":0.00028522685,"about_ca_system_score_gemma":0.00077213306,"threshold_uncertainty_score":0.9927907},"labels":[],"label_agreement":null},{"id":"W1963640724","doi":"10.1177/0741713608322019","title":"Reflexive Texts","year":2008,"lang":"en","type":"article","venue":"Adult Education Quarterly","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Reflexivity; Ambivalence; Government (linguistics); Field (mathematics); Sociology; Power (physics); Reading (process); State (computer science); Epistemology; Public relations; Political science; Psychology; Social psychology; Law; Social science; Computer science; Linguistics","score_opus":0.13296173662623498,"score_gpt":0.5291811532384035,"score_spread":0.39621941661216853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963640724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5605111,0.00035000042,0.004504347,0.05998783,0.001502025,0.0005135093,0.0000070996853,0.0001778409,0.37244627],"genre_scores_gemma":[0.9674008,0.00019369961,0.010206907,0.0011586543,0.0006742369,0.000060092007,0.000007793588,0.00000975648,0.020288087],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977638,0.0012025805,0.00015577085,0.00017443857,0.0004353812,0.0002680051],"domain_scores_gemma":[0.9984235,0.00047925967,0.00006133084,0.00016084353,0.0006788329,0.00019620644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013569923,0.00006533045,0.000087277826,0.00007853912,0.0007885013,0.000040123712,0.00017370844,0.00008299032,0.00033091815],"category_scores_gemma":[0.0009009059,0.000063300926,0.000047094043,0.00030836358,0.00065772416,0.0002838302,0.0000038213807,0.000185784,0.0005186968],"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":[0.000007297722,0.00013086849,0.0007803819,0.000007857175,0.0000070625765,0.0000011716469,0.32773843,5.110746e-8,0.000067784276,0.503006,0.017575154,0.15067793],"study_design_scores_gemma":[0.00024562536,0.00040506388,0.015362582,0.00004773846,0.0000067202122,0.0000051870584,0.2662767,0.0000085589245,0.00008632923,0.2843155,0.43292746,0.0003125561],"about_ca_topic_score_codex":0.0027744838,"about_ca_topic_score_gemma":0.0007485764,"teacher_disagreement_score":0.4153523,"about_ca_system_score_codex":0.00009660971,"about_ca_system_score_gemma":0.0015716885,"threshold_uncertainty_score":0.6666971},"labels":[],"label_agreement":null},{"id":"W1964058530","doi":"10.1177/1077800411427844","title":"Access to Information and Freedom of Information Requests","year":2011,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kwantlen Polytechnic University; University of Victoria","funders":"Government of Canada; Hort Innovation; Australian Government","keywords":"Freedom of information; Government (linguistics); Public relations; Interview; Reflexivity; Sociology; Strengths and weaknesses; Qualitative research; Globe; Political science; Public administration; Law; Social psychology; Psychology; Social science","score_opus":0.5008792245305443,"score_gpt":0.5919518631579772,"score_spread":0.09107263862743287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964058530","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4145357,0.00012768173,0.4230816,0.0072619277,0.0007867411,0.0014772266,0.0001195914,0.00012901977,0.1524805],"genre_scores_gemma":[0.8909765,0.00024424668,0.107021645,0.0013941907,0.00013516034,0.00008681643,0.000024889452,0.000008408778,0.00010812605],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958358,0.0027969193,0.0004672768,0.00008530357,0.0005692049,0.00024550856],"domain_scores_gemma":[0.9971761,0.0014355356,0.00022941185,0.00012381753,0.00084722746,0.00018789634],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011735261,0.00008555119,0.00017205167,0.0002856856,0.00022053151,0.00010737253,0.00026805684,0.0001068054,0.00011634645],"category_scores_gemma":[0.009024468,0.000078877296,0.00003263001,0.00051033305,0.0013063004,0.0051851794,0.00011370113,0.00016132269,0.00006708785],"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":[0.000039281847,0.000008925932,0.00023916947,0.000048355603,0.000009063791,8.94003e-8,0.64918983,6.379754e-7,0.000012837316,0.3343566,0.0008880046,0.015207211],"study_design_scores_gemma":[0.00028278914,0.00028191617,0.012315162,0.000089470566,0.0000065656513,1.8558423e-7,0.7706064,0.000014381528,0.00048259273,0.18290302,0.032822106,0.00019538497],"about_ca_topic_score_codex":0.00514643,"about_ca_topic_score_gemma":0.0002913836,"teacher_disagreement_score":0.47644082,"about_ca_system_score_codex":0.00005889607,"about_ca_system_score_gemma":0.0002170511,"threshold_uncertainty_score":0.99932295},"labels":[],"label_agreement":null},{"id":"W1965929579","doi":"10.5153/sro.1683","title":"Mixed Communities Require Mixed Theories: Using Mills to Broaden Goffman's Exploration of Identity within the GBLT Communities","year":2008,"lang":"en","type":"article","venue":"Sociological Research Online","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Sociology; Epistemology; Identity (music); Value (mathematics); Representation (politics); Computer science; Law; Aesthetics; Philosophy","score_opus":0.8509609281248888,"score_gpt":0.6404215472510957,"score_spread":0.2105393808737931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965929579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726406,0.0006370657,0.008048163,0.016207267,0.00015752099,0.0007198536,0.00014587368,0.000058733796,0.0013849441],"genre_scores_gemma":[0.9839632,0.0037601718,0.010821962,0.00028581548,0.00031708356,0.000060274662,0.000059269867,0.000017028684,0.00071518245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.95373416,0.042386975,0.00057648384,0.00019723187,0.0022777733,0.0008273952],"domain_scores_gemma":[0.97453773,0.02222037,0.00017121111,0.00060282496,0.0021954924,0.00027236174],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.04553597,0.00017653563,0.00045180265,0.0001997258,0.0053165453,0.00012988207,0.0017100814,0.00035719151,0.00018574337],"category_scores_gemma":[0.023074558,0.000115499635,0.00016234031,0.0011246597,0.018635856,0.0010304451,0.00091005454,0.0022032354,0.000020805835],"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":[0.00013875107,0.00022296682,0.000977769,0.000044507906,0.000050251823,0.0000058067594,0.39795968,0.00009782029,0.00076241733,0.5984748,0.0003650983,0.00090015476],"study_design_scores_gemma":[0.0001518263,0.00031507405,0.0013772424,0.00008611741,0.000004012223,6.7627127e-7,0.62063926,0.00019439688,0.00013305663,0.3751032,0.0018797008,0.00011541969],"about_ca_topic_score_codex":0.025717512,"about_ca_topic_score_gemma":0.021242868,"teacher_disagreement_score":0.22337157,"about_ca_system_score_codex":0.00029513575,"about_ca_system_score_gemma":0.00089931756,"threshold_uncertainty_score":0.9966169},"labels":[],"label_agreement":null},{"id":"W1968011186","doi":"10.1108/02637470810913487","title":"A new village in Sri Lanka: learning lessons there, sharing lessons here","year":2008,"lang":"en","type":"article","venue":"Property Management","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Originality; Relevance (law); Sri lanka; Citizen journalism; Value (mathematics); Work (physics); Sociology; Resistance (ecology); Public relations; Perspective (graphical); Social science; Qualitative research; Political science; Engineering; Computer science; Socioeconomics; Law","score_opus":0.3590456833077345,"score_gpt":0.4953225442247586,"score_spread":0.13627686091702407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968011186","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":[0.026846822,0.00094318343,0.0070380107,0.057911657,0.00016229876,0.0009057951,0.0000017176556,0.00019426671,0.90599626],"genre_scores_gemma":[0.83926505,0.007849126,0.01655594,0.0003013559,0.000193941,0.00008215265,0.0000031429954,0.000027828235,0.13572147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696696,0.0011405987,0.00021351177,0.0003916513,0.0006880336,0.0005992182],"domain_scores_gemma":[0.9992765,0.000220428,0.000056526995,0.00020840872,0.00006312871,0.00017500798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046476834,0.00013045153,0.00019843939,0.00013932343,0.00080774154,0.00010913521,0.00046936492,0.00008372764,0.00040003355],"category_scores_gemma":[0.0005342589,0.000090490095,0.00006659872,0.0005400077,0.00024790145,0.00020813405,0.0003265706,0.00050318375,0.00015844707],"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":[0.00005519823,0.00018950822,0.014598866,0.00024336691,0.00012316908,0.00040295787,0.2312155,0.00030792604,0.00010932942,0.3478907,0.0038725443,0.40099093],"study_design_scores_gemma":[0.000701999,0.00008018873,0.008320098,0.00027740127,0.00001326044,0.0000013873841,0.10445976,0.00050656183,0.000038271814,0.013343646,0.8718649,0.00039249603],"about_ca_topic_score_codex":0.012974163,"about_ca_topic_score_gemma":0.0043769833,"teacher_disagreement_score":0.8679924,"about_ca_system_score_codex":0.00019711265,"about_ca_system_score_gemma":0.00014125954,"threshold_uncertainty_score":0.9935985},"labels":[],"label_agreement":null},{"id":"W1969829046","doi":"10.1016/j.jaging.2004.09.001","title":"“Am I doing it right?”: Older widows as interview participants in qualitative research","year":2005,"lang":"en","type":"article","venue":"Journal of Aging Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas University","funders":"Health Canada; St. Thomas University","keywords":"Interview; Qualitative research; Psychology; Context (archaeology); Social psychology; Value (mathematics); Sociology; Social science","score_opus":0.7278336687145963,"score_gpt":0.7340279781971412,"score_spread":0.006194309482544846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969829046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55185014,0.03968036,0.00091173005,0.38346168,0.0005081825,0.0003869885,0.0000026333555,0.000020226244,0.023178037],"genre_scores_gemma":[0.9666505,0.016282408,0.013064675,0.00069542043,0.00068382267,0.000013416974,8.131479e-8,0.00001300914,0.002596699],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9796838,0.016935183,0.0007777489,0.00017944018,0.0016249942,0.0007988064],"domain_scores_gemma":[0.988525,0.009193038,0.0002856628,0.000107867265,0.0016970707,0.00019140367],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.095751464,0.00011470262,0.00048087945,0.00043700944,0.00072652,0.00011126452,0.0003662289,0.000067387184,0.00011449612],"category_scores_gemma":[0.015884977,0.0000840155,0.00012502125,0.0007397544,0.0015900742,0.0005723788,0.00015545487,0.0011992104,0.00004826119],"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":[0.000018968813,0.00010108869,0.0005628623,0.000100201905,0.00017497966,0.00005494429,0.9527081,0.000016727565,0.00005282674,0.014597673,0.004181862,0.027429756],"study_design_scores_gemma":[0.00044462315,0.00018805916,0.0007874326,0.0019842866,0.000013461167,0.0000024607555,0.8578055,0.000010411133,0.00024482253,0.048992846,0.08939539,0.00013070655],"about_ca_topic_score_codex":0.0004897334,"about_ca_topic_score_gemma":0.003930511,"teacher_disagreement_score":0.41480032,"about_ca_system_score_codex":0.0005117427,"about_ca_system_score_gemma":0.00044045513,"threshold_uncertainty_score":0.99240464},"labels":[],"label_agreement":null},{"id":"W1971347425","doi":"10.1080/09540250042000252712","title":"Reading women's autobiography: on losing and refinding the mother","year":2004,"lang":"en","type":"article","venue":"Changing English","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"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":"Biography; Reading (process); Psychology; Sociology; Psychoanalysis; Linguistics; Literature; Art; Philosophy","score_opus":0.08391612535143442,"score_gpt":0.4276874897427287,"score_spread":0.3437713643912943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971347425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8756617,0.00024155632,0.00269967,0.012194574,0.0007402309,0.0003270664,0.000006190548,0.00028069265,0.10784834],"genre_scores_gemma":[0.99562943,0.00016891627,0.001880243,0.0008833433,0.0006349907,0.000022741704,6.1117936e-7,0.00001760592,0.000762109],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99846804,0.00047381184,0.00007952068,0.00016514541,0.00031192577,0.00050154823],"domain_scores_gemma":[0.99888605,0.0007920604,0.000036915586,0.000109983346,0.0000792613,0.0000957247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068386216,0.00007360376,0.00009094914,0.0001956958,0.0011455109,0.00017405204,0.00013439484,0.000070059425,0.000021695729],"category_scores_gemma":[0.001976119,0.00005379823,0.000036158326,0.0005796581,0.00046821873,0.0001253635,0.000039049573,0.00027961266,0.0000038475537],"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":[0.000005080569,0.000009948416,0.00015154592,0.000013122238,0.00001351005,0.000002514432,0.53656596,0.0000140255,0.00012046405,0.45641983,0.00006940344,0.0066146003],"study_design_scores_gemma":[0.0005643208,0.00014105387,0.0006681155,0.00048993627,0.000010287123,6.1618977e-7,0.59996605,0.000029977326,0.0007299868,0.16831362,0.22870433,0.0003817082],"about_ca_topic_score_codex":0.00017740624,"about_ca_topic_score_gemma":0.00002130411,"teacher_disagreement_score":0.2881062,"about_ca_system_score_codex":0.00017172757,"about_ca_system_score_gemma":0.00005375751,"threshold_uncertainty_score":0.881046},"labels":[],"label_agreement":null},{"id":"W1973946961","doi":"10.1080/14623941003665844","title":"My journey through my Qualifying Exam using reflexivity and resonant text: ‘what I know’; ‘how I know it’; and ‘how I experience it’","year":2010,"lang":"en","type":"article","venue":"Reflective Practice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Norsk Institutt for Vannforskning","keywords":"Reflexivity; Sociology; Pedagogy; Psychology; Social science","score_opus":0.43660532501646426,"score_gpt":0.6210412018123481,"score_spread":0.18443587679588386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973946961","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":[0.24713258,0.01359187,0.057271354,0.5854591,0.0020703129,0.002006889,0.000024191904,0.00024780774,0.0921959],"genre_scores_gemma":[0.6522418,0.05151392,0.28395614,0.0054940875,0.0013473001,0.000100781275,0.000002384348,0.00009743849,0.0052460968],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98556453,0.0107257515,0.00030802647,0.0009337163,0.0014044578,0.0010635311],"domain_scores_gemma":[0.9810975,0.016094083,0.000523764,0.00042373373,0.0012061226,0.0006547576],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.024265923,0.00033884414,0.00047287313,0.00014971223,0.0030040445,0.0021988447,0.0003798847,0.00044482702,0.000070649796],"category_scores_gemma":[0.09055351,0.0003024473,0.000085227395,0.00087438396,0.0029342866,0.009033931,0.000349555,0.0023850924,0.0000096327785],"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":[0.00039111022,0.00024897954,0.0004041399,0.00013146637,0.00013309106,0.00007468079,0.67739564,8.631131e-7,0.071704365,0.09670874,0.0011673579,0.1516396],"study_design_scores_gemma":[0.0003182739,0.00015689526,0.00016181366,0.00019294664,0.000042459575,0.00004382818,0.37336296,0.00016320596,0.0018042274,0.010571206,0.6128199,0.00036229208],"about_ca_topic_score_codex":0.0027938029,"about_ca_topic_score_gemma":0.0031580871,"teacher_disagreement_score":0.61165255,"about_ca_system_score_codex":0.0003076863,"about_ca_system_score_gemma":0.0010563465,"threshold_uncertainty_score":0.9999428},"labels":[],"label_agreement":null},{"id":"W1975598521","doi":"10.1177/107780002237006","title":"The “Near Miss”: A Story of Relationship","year":2002,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":16,"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; University of British Columbia","funders":"","keywords":"Shame; Qualitative research; Psychology; Interpersonal communication; Social psychology; Sociology; Social science","score_opus":0.640385650038141,"score_gpt":0.6124179806704669,"score_spread":0.02796766936767403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975598521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41042337,0.016697979,0.030100735,0.23816204,0.0020961962,0.001680033,0.00007245024,0.00025957954,0.30050763],"genre_scores_gemma":[0.9686087,0.0005619777,0.0120762745,0.00022100934,0.00027546642,0.000046241134,0.0000018467215,0.00001791601,0.01819058],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96945494,0.02885764,0.00027590428,0.00017889155,0.00086255657,0.00037005125],"domain_scores_gemma":[0.9535723,0.045433044,0.00017584914,0.00022427824,0.00046196237,0.00013256697],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.034737024,0.000088775596,0.00016387325,0.00005570997,0.0024207917,0.00006617221,0.0003279583,0.00011738222,0.0002863812],"category_scores_gemma":[0.04100392,0.00006554267,0.00010457069,0.0005081423,0.0075823762,0.00020297234,0.000037228412,0.0006320493,0.00015978876],"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":[0.000007795661,0.000020257889,0.00011193681,0.000010859603,0.000014727789,5.1613654e-7,0.55329084,9.3234365e-7,0.000018687746,0.43277103,0.009356183,0.004396236],"study_design_scores_gemma":[0.00013244839,0.000080345584,0.00073123357,0.000027113145,0.000005031026,1.05294816e-7,0.63889384,0.00004488639,0.000023096314,0.13979752,0.2201678,0.00009656497],"about_ca_topic_score_codex":0.00025614555,"about_ca_topic_score_gemma":0.00018815098,"teacher_disagreement_score":0.55818534,"about_ca_system_score_codex":0.000098467644,"about_ca_system_score_gemma":0.00016881592,"threshold_uncertainty_score":0.99887794},"labels":[],"label_agreement":null},{"id":"W1977192994","doi":"10.1136/bmj.a1035","title":"Critically appraising qualitative research","year":2008,"lang":"en","type":"article","venue":"BMJ","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":780,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Wilson Centre; University Health Network; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Data science; Computer science; World Wide Web","score_opus":0.8050451132126811,"score_gpt":0.7567688346451428,"score_spread":0.048276278567538355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977192994","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":[0.030033445,0.0002503372,0.018308755,0.18659943,0.00020013655,0.0005260282,0.000007247626,0.000088614834,0.763986],"genre_scores_gemma":[0.8233532,0.00048405505,0.1479287,0.0010607132,0.0015792506,0.000113299924,0.0000031173631,0.000027948474,0.025449768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9747483,0.022150178,0.00023888375,0.00023477228,0.001919023,0.000708859],"domain_scores_gemma":[0.98067147,0.017109979,0.000028870878,0.00018337557,0.0017258318,0.00028047294],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06583105,0.000062248146,0.00014089541,0.00013569927,0.0020853407,0.00006826498,0.00028021185,0.00012220588,0.00030800523],"category_scores_gemma":[0.08141582,0.000057586218,0.000059947826,0.00071224547,0.004794414,0.00020731635,0.00007736014,0.0006752944,0.00034048376],"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":[0.000013665159,0.00003290628,0.000057477308,0.000010484194,0.000007209301,0.000029467417,0.36398047,2.278026e-7,0.00014766569,0.59861064,0.034699425,0.0024103646],"study_design_scores_gemma":[0.00015263638,0.000091254005,0.0006210076,0.000040554987,0.0000014016069,0.0000028653833,0.35699278,0.00001766135,0.00010997059,0.28900996,0.35281363,0.00014628391],"about_ca_topic_score_codex":0.0024087275,"about_ca_topic_score_gemma":0.00030631636,"teacher_disagreement_score":0.7933197,"about_ca_system_score_codex":0.00010536034,"about_ca_system_score_gemma":0.0009960954,"threshold_uncertainty_score":0.9992138},"labels":[],"label_agreement":null},{"id":"W1977483554","doi":"10.1080/13586840802052393","title":"Paradoxes of Autonomy in Professional Life: a Research Problem","year":2008,"lang":"en","type":"article","venue":"Changing English","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":14,"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; York University","funders":"","keywords":"Autonomy; Point (geometry); Event (particle physics); Epistemology; Psychology; Sociology; Political science; Philosophy; Mathematics; Law; Physics","score_opus":0.4253853039842293,"score_gpt":0.5552155704073966,"score_spread":0.12983026642316725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977483554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85300285,0.0008412374,0.00040105393,0.0077908514,0.00080976007,0.0010166644,0.000011573297,0.00011699337,0.13600901],"genre_scores_gemma":[0.9849428,0.00019019024,0.0060493913,0.000057908193,0.00045936872,0.00010516805,0.0000024510703,0.000011451012,0.008181257],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.995416,0.002722882,0.00020213278,0.00017981623,0.0008747173,0.0006044819],"domain_scores_gemma":[0.996959,0.0021085474,0.000045668767,0.0001153271,0.0006309359,0.00014052291],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.017787717,0.00005758207,0.00016042193,0.00044420318,0.00054241874,0.000016806012,0.00025233297,0.00011893748,0.00008882127],"category_scores_gemma":[0.008818646,0.000052401963,0.000040163017,0.0013132659,0.0011420925,0.00017160263,0.00010510214,0.0005683253,0.000006873743],"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":[0.000018432334,0.00010847106,0.0065457085,0.000086108834,0.000007268787,0.00001065464,0.81318337,0.00000780742,0.000081827515,0.17513034,0.0028181684,0.0020018576],"study_design_scores_gemma":[0.0012059202,0.00020690392,0.008693662,0.00093909836,0.000003627262,6.06865e-7,0.49926963,0.0003172175,0.0010913528,0.1473029,0.34049654,0.00047254062],"about_ca_topic_score_codex":0.0007921955,"about_ca_topic_score_gemma":0.00019612703,"teacher_disagreement_score":0.33767837,"about_ca_system_score_codex":0.00013268413,"about_ca_system_score_gemma":0.001683843,"threshold_uncertainty_score":0.9995305},"labels":[],"label_agreement":null},{"id":"W1980529519","doi":"10.1016/j.ijnurstu.2009.05.005","title":"The perpetual search for parsimony: Enhancing the epistemological and practical utility of qualitative research findings","year":2009,"lang":"en","type":"review","venue":"International Journal of Nursing Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":20,"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 Northern British Columbia","funders":"","keywords":"Epistemology; Qualitative research; Management science; Psychology; Sociology; Social science; Economics; Philosophy","score_opus":0.9069421498100086,"score_gpt":0.8018263650264957,"score_spread":0.10511578478351291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980529519","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":[0.00016722138,0.94140565,0.001263043,0.055196017,0.00062089966,0.0005122373,0.00002288497,0.0000033145075,0.00080872054],"genre_scores_gemma":[0.0024156356,0.9935163,0.0030861401,0.000025055284,0.00069243356,0.000017637234,0.000001002932,0.0000094876295,0.00023628531],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9733049,0.022199284,0.0011369195,0.00022561147,0.002661144,0.00047211055],"domain_scores_gemma":[0.8702372,0.12350531,0.00056588516,0.00010875847,0.005490327,0.000092563],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.11230428,0.00016653106,0.0009257509,0.00021411211,0.0016593499,0.00022085145,0.0007140703,0.00018699483,0.000005266703],"category_scores_gemma":[0.0728345,0.000081018035,0.00047895766,0.00031101832,0.009016686,0.00016875044,0.00013613794,0.001729491,9.1234614e-7],"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":[0.0001417218,0.00009577031,0.0000017189285,0.00032737802,0.0008475281,0.00001119103,0.16326675,6.6811864e-8,6.3413125e-7,0.11912642,0.003043817,0.71313703],"study_design_scores_gemma":[0.0001443022,0.0004309303,0.000018746376,0.009207715,0.00016432213,0.000041712523,0.3693892,0.0000031680602,0.0000047194644,0.11139931,0.50909966,0.000096214586],"about_ca_topic_score_codex":0.000043406806,"about_ca_topic_score_gemma":0.00004987703,"teacher_disagreement_score":0.71304077,"about_ca_system_score_codex":0.00051173265,"about_ca_system_score_gemma":0.0015466416,"threshold_uncertainty_score":0.99964035},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W1981049294","doi":"10.1177/00139160021972397","title":"Guest Editors’ Comments","year":2000,"lang":"en","type":"article","venue":"Environment and Behavior","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 British Columbia","funders":"","keywords":"Psychology; Sociology","score_opus":0.12188348776477814,"score_gpt":0.4643789277268416,"score_spread":0.34249543996206344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981049294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970128,0.00017742418,0.000043483044,0.0068158833,0.0007678384,0.00029983954,0.00001305408,0.00003087904,0.0217236],"genre_scores_gemma":[0.8639483,0.010466052,0.009115124,0.00079593796,0.013932197,0.00024402398,0.000032053154,0.000038759794,0.101427555],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880207,0.00043909112,0.0000804947,0.0001256976,0.00034602117,0.00020664463],"domain_scores_gemma":[0.9996401,0.00013010728,0.000013838537,0.00007631861,0.0000037683956,0.00013585328],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012166636,0.00005492638,0.00006703732,0.000015075894,0.00041161105,0.000038950322,0.000079293626,0.00006499436,0.0053787623],"category_scores_gemma":[0.000024427345,0.000049253136,0.000022542354,0.000030521504,0.0005950234,0.00009651578,0.00002127384,0.00013033286,0.0002526472],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030389565,0.0010901763,0.1300445,0.000015303873,0.000021612468,0.000033893044,0.04538784,7.052942e-7,0.0014253499,0.004866713,0.049449895,0.7676336],"study_design_scores_gemma":[0.0001282593,0.000043213597,0.039656077,0.000003847969,0.000012823343,1.4367154e-7,0.0012434323,6.174185e-7,0.000071525305,0.0003321666,0.95843065,0.00007726762],"about_ca_topic_score_codex":0.000356657,"about_ca_topic_score_gemma":0.000019109793,"teacher_disagreement_score":0.9089807,"about_ca_system_score_codex":0.000038172177,"about_ca_system_score_gemma":0.000011370688,"threshold_uncertainty_score":0.9955304},"labels":[],"label_agreement":null},{"id":"W1981067518","doi":"10.1177/1468794114538896","title":"Talking, wrestling, and recycling: an investigation of three analytic approaches to qualitative data in education research","year":2014,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":12,"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; Brock University","funders":"","keywords":"Reflexivity; Ethnomethodology; Conversation; Sociology; Conversation analysis; Semiotics; Qualitative research; Epistemology; Representation (politics); Sociocultural evolution; Product (mathematics); Psychology; Social science; Communication","score_opus":0.9264210981600284,"score_gpt":0.7326231661017149,"score_spread":0.19379793205831353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981067518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95741224,0.0006547432,0.006325629,0.02221895,0.00008449326,0.001700657,0.00005128182,0.000033444165,0.011518584],"genre_scores_gemma":[0.94130695,0.00024336761,0.057088967,0.00006484165,0.00028122403,0.00017414057,0.00009544767,0.000040176077,0.0007048717],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.84053785,0.15090278,0.0010143173,0.0014188222,0.004682231,0.0014440276],"domain_scores_gemma":[0.9345704,0.059261624,0.0002455573,0.0015040186,0.0033887362,0.0010296683],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.37754554,0.00020343966,0.00052145583,0.0021649292,0.0010257878,0.00029210723,0.0015336917,0.00028909804,0.000041224168],"category_scores_gemma":[0.10143004,0.00019841883,0.00004235001,0.004801639,0.0067400057,0.0011249051,0.0007356128,0.0018874931,0.00003826337],"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":[0.00007491137,0.00012876131,0.0024721911,0.00015627024,0.000017361332,4.3396034e-7,0.5532347,0.0000034838076,0.00028453878,0.42254588,0.00029609064,0.020785358],"study_design_scores_gemma":[0.00017606714,0.00045156732,0.0035615563,0.00022810475,0.0000031170207,1.177251e-7,0.5497314,0.00094757444,0.000107388245,0.44281945,0.0018210886,0.00015257909],"about_ca_topic_score_codex":0.046021625,"about_ca_topic_score_gemma":0.039044045,"teacher_disagreement_score":0.2761155,"about_ca_system_score_codex":0.00043835075,"about_ca_system_score_gemma":0.0026974652,"threshold_uncertainty_score":0.9959631},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W1981081343","doi":"10.4309/jgi.2004.10.5","title":"Gambling and the human condition: Transcending the deviant mystique","year":2004,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"Cognitive reframing; Ethnography; Elite; Reading (process); Context (archaeology); Sociology; Gender studies; Psychology; Social psychology; Epistemology; Aesthetics; Anthropology; History; Art; Linguistics; Philosophy; Political science; Politics; Law","score_opus":0.4633491317625085,"score_gpt":0.5971354704751645,"score_spread":0.13378633871265594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981081343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.683113,0.014980793,0.03098598,0.26487175,0.00049439317,0.00039145237,0.0000027577794,0.000029790477,0.005130137],"genre_scores_gemma":[0.989544,0.004350677,0.004608357,0.00031511922,0.0009468017,0.0000024601702,2.116552e-7,0.000008441762,0.00022393632],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99655527,0.0019860351,0.0003815648,0.00008549089,0.0007421194,0.00024953904],"domain_scores_gemma":[0.9971618,0.002000236,0.0002576011,0.00008632323,0.00038691977,0.0001071392],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.023182409,0.00008223448,0.0002304845,0.00009290317,0.0015457498,0.00030430063,0.00030802094,0.0000727636,0.00004013003],"category_scores_gemma":[0.0025456022,0.000041699303,0.00012553886,0.0002488177,0.0016099147,0.00028304974,0.000019541048,0.00068812666,0.0000022466024],"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":[0.00006545834,0.00002851451,0.0002142208,0.000035782978,0.00008338042,0.000029877992,0.25133196,0.00016154608,0.0016398812,0.7432578,0.00014023238,0.0030113452],"study_design_scores_gemma":[0.003191235,0.0002566698,0.0014253843,0.0009804977,0.00010279909,0.00007025864,0.18424772,0.000040991345,0.0024148754,0.72224617,0.0847856,0.00023778946],"about_ca_topic_score_codex":0.0006518769,"about_ca_topic_score_gemma":0.00030231907,"teacher_disagreement_score":0.30643103,"about_ca_system_score_codex":0.00007083268,"about_ca_system_score_gemma":0.00021007087,"threshold_uncertainty_score":0.99975413},"labels":[],"label_agreement":null},{"id":"W1981136950","doi":"10.1177/0305829810371017","title":"Dr Strangelove, or How I Learned to Stop Worrying about Methodology and Love Writing","year":2010,"lang":"en","type":"article","venue":"Millennium Journal of International Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ethnography; Sociology; Criticism; Reading (process); Variety (cybernetics); Power (physics); Epistemology; Field (mathematics); Monopoly; Aesthetics; Social science; Anthropology; Law; Linguistics; Computer science; Philosophy; Political science","score_opus":0.5130970949859105,"score_gpt":0.5997155348423934,"score_spread":0.08661843985648288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981136950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4945622,0.043914594,0.026140094,0.4125615,0.0052541434,0.00038397938,0.000029150955,0.000028399008,0.017125918],"genre_scores_gemma":[0.39146528,0.19848508,0.39114168,0.0015984426,0.005134159,0.000009551458,8.304934e-7,0.0000380936,0.0121268695],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972157,0.0012381695,0.0003536081,0.00015979215,0.0007411712,0.0002915717],"domain_scores_gemma":[0.992179,0.00583787,0.00026169053,0.0000591373,0.0014802556,0.00018207774],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012212136,0.00011075886,0.00032965123,0.00023923405,0.00035248927,0.00013785396,0.00033962366,0.000097115284,0.00015197598],"category_scores_gemma":[0.023751816,0.000079944475,0.00008886055,0.00018267483,0.0007346445,0.00023218278,0.00014283812,0.00075857836,0.000006983206],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00142467,0.0001852128,0.013420165,0.00015995016,0.0022687975,0.00025402853,0.42249024,0.000038889983,0.04775666,0.13082093,0.077706136,0.30347434],"study_design_scores_gemma":[0.0007813435,0.00038045394,0.008031323,0.00024640554,0.00003556776,0.000050795476,0.31089404,0.000015667769,0.00093499315,0.0065034423,0.6718751,0.00025085817],"about_ca_topic_score_codex":0.00011215125,"about_ca_topic_score_gemma":0.0012162174,"teacher_disagreement_score":0.59416896,"about_ca_system_score_codex":0.00009002527,"about_ca_system_score_gemma":0.00015912847,"threshold_uncertainty_score":0.98447156},"labels":[],"label_agreement":null},{"id":"W1981945287","doi":"10.1109/mmm.2012.2186371","title":"Panel and rump sessions","year":2012,"lang":"en","type":"article","venue":"IEEE Microwave Magazine","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McMaster University","funders":"","keywords":"Rump; Computer science; Medicine; Anatomy","score_opus":0.26184273902549215,"score_gpt":0.4814648988672998,"score_spread":0.21962215984180766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981945287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59387946,0.0039271205,0.023814784,0.030431084,0.0015457211,0.0005714138,0.00004658924,0.00017440735,0.34560943],"genre_scores_gemma":[0.96689105,0.00079783966,0.016999573,0.0005384155,0.0007322647,0.0000107604865,0.0000028599575,0.000015413245,0.014011813],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.997766,0.0011305504,0.00013272444,0.00013789986,0.00028762812,0.0005451614],"domain_scores_gemma":[0.9985662,0.00082096586,0.000040053445,0.000119139644,0.00010895646,0.00034464788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004635739,0.00008650518,0.00013263947,0.000059398284,0.0004760139,0.00005981541,0.000115477145,0.00010623822,0.00022173673],"category_scores_gemma":[0.0008754966,0.00007324223,0.000039533432,0.00021251896,0.00082275394,0.00021572974,0.000047748752,0.00026811683,0.000354395],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026882859,0.00019820961,0.009686203,0.000075969496,0.000045991863,0.000009114637,0.09025529,2.9078905e-7,0.5882403,0.16278034,0.046516873,0.10216452],"study_design_scores_gemma":[0.00034756574,0.000046979534,0.013602208,0.000048881175,0.000017805605,0.0000057434277,0.007819624,0.000008898262,0.008996573,0.02237834,0.9464283,0.00029906048],"about_ca_topic_score_codex":0.00020259252,"about_ca_topic_score_gemma":0.00023670984,"teacher_disagreement_score":0.89991146,"about_ca_system_score_codex":0.00004393993,"about_ca_system_score_gemma":0.000097788194,"threshold_uncertainty_score":0.45551488},"labels":[],"label_agreement":null},{"id":"W1994008297","doi":"10.1177/1077800407305809","title":"On the Social Relations of Research","year":2007,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":98,"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":"Sociology; Reflexivity; Epistemology; Ethnography; Emancipation; Complicity; Agency (philosophy); Habitus; Social relation; Action (physics); Social science; Law; Politics; Anthropology","score_opus":0.7638275783278594,"score_gpt":0.7278684996729685,"score_spread":0.0359590786548909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994008297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4808471,0.00014531738,0.032676455,0.08672591,0.0003888074,0.0007057593,0.000025947737,0.000057326906,0.39842737],"genre_scores_gemma":[0.99221194,0.000021518705,0.0024348386,0.00027099097,0.0004693944,0.000021903898,0.0000022371526,0.000011545954,0.004555624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.971609,0.025248757,0.00037401592,0.00020548711,0.001973166,0.00058958743],"domain_scores_gemma":[0.9159563,0.08245349,0.00011422817,0.00016459939,0.0012098184,0.00010155144],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.15028538,0.00007536457,0.00015290074,0.00024174794,0.0022133305,0.000036351947,0.00037017287,0.00015716057,0.000544647],"category_scores_gemma":[0.04038766,0.000053413627,0.000095823714,0.0014158804,0.009981091,0.0001226928,0.00006032557,0.00091545,0.00017762555],"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":[0.000029371946,0.000033015738,0.000014039569,0.0000052792125,0.000011185824,7.2065495e-7,0.46740642,2.1260446e-7,0.00009573073,0.52416456,0.00729767,0.0009418154],"study_design_scores_gemma":[0.000059600763,0.00007617433,0.00058432977,0.000020899248,0.0000012709163,2.096583e-8,0.54033905,9.2492195e-7,0.00017291371,0.44784972,0.010852881,0.00004222127],"about_ca_topic_score_codex":0.00091692415,"about_ca_topic_score_gemma":0.00046091728,"teacher_disagreement_score":0.5113648,"about_ca_system_score_codex":0.00018206297,"about_ca_system_score_gemma":0.00039617048,"threshold_uncertainty_score":0.99908566},"labels":[],"label_agreement":null},{"id":"W1996599616","doi":"10.1177/1077800406288609","title":"Not Quite Acceptable","year":2006,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Regina","funders":"","keywords":"Bricolage; Postmodernism; Identity (music); Narrative; Aesthetics; Poetry; Sociology; Literature; Epistemology; Psychoanalysis; Psychology; Art; Philosophy","score_opus":0.43187965806937867,"score_gpt":0.6155077543288561,"score_spread":0.1836280962594774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996599616","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":[0.3141389,0.0010067525,0.107673325,0.04197589,0.0016877877,0.000942928,0.000099866986,0.00048755258,0.531987],"genre_scores_gemma":[0.9157351,0.00015489927,0.040603597,0.001422889,0.0022032573,0.00009889826,0.000028392187,0.000042034382,0.03971091],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9869421,0.01049209,0.00039059753,0.0003553428,0.0010871341,0.000732741],"domain_scores_gemma":[0.99264234,0.0063279457,0.00013669778,0.00021949578,0.00049317407,0.00018033455],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.020345496,0.00015421024,0.00026535327,0.00014727858,0.00090836285,0.00016656435,0.0003613786,0.00017554182,0.001064907],"category_scores_gemma":[0.0042811385,0.00014517482,0.00012850198,0.0006531614,0.003237653,0.00053290743,0.00007541098,0.00039545706,0.00048908015],"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":[0.000020943053,0.000047615842,0.00007852722,0.000015870331,0.000012378035,0.0000036500421,0.34359908,0.0000032088099,0.0007145564,0.639411,0.012730955,0.003362236],"study_design_scores_gemma":[0.00025878026,0.000070165515,0.0010410465,0.000023857387,0.000006337652,1.9644652e-7,0.43531764,0.000008681256,0.00094017485,0.32429096,0.23778754,0.0002546081],"about_ca_topic_score_codex":0.010124911,"about_ca_topic_score_gemma":0.0015126251,"teacher_disagreement_score":0.60159624,"about_ca_system_score_codex":0.00019200503,"about_ca_system_score_gemma":0.00037012162,"threshold_uncertainty_score":0.99984825},"labels":[],"label_agreement":null},{"id":"W1996716493","doi":"10.1177/1468794111404319","title":"Interpreter-facilitated cross-language interviews: a research note","year":2011,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":69,"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":"Interpreter; Qualitative research; Grandparent; Mandarin Chinese; Psychology; Semi-structured interview; Process (computing); Computer science; Linguistics; Sociology; Developmental psychology","score_opus":0.8626783080133277,"score_gpt":0.7844615248927833,"score_spread":0.07821678312054436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996716493","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":[0.2838464,0.0024359787,0.011764552,0.0065768124,0.0004379688,0.002463253,0.00018780936,0.00030187846,0.6919853],"genre_scores_gemma":[0.948997,0.00061978045,0.017416812,0.00011226547,0.00032703465,0.00053687196,0.000019178895,0.00007774689,0.03189326],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8445357,0.14481036,0.00092529546,0.0011180184,0.0055791903,0.0030314508],"domain_scores_gemma":[0.9554236,0.035264067,0.00012751008,0.0009812725,0.0071813976,0.0010221618],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.28718764,0.00030932436,0.0005714269,0.0015911335,0.0030363074,0.00056165236,0.0021583976,0.00048774056,0.0051634586],"category_scores_gemma":[0.07994916,0.0002757211,0.00028328717,0.004441351,0.018507725,0.00094973133,0.0009453468,0.004727446,0.0031608716],"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":[0.00033590713,0.0002209593,0.0001298135,0.00014138893,0.00005820336,0.00006019246,0.8185016,7.995195e-8,0.0014227701,0.15328214,0.003292004,0.02255497],"study_design_scores_gemma":[0.00043827127,0.00088798784,0.00034242214,0.00027061804,0.0000030923911,0.0000010170643,0.7508203,0.0000405684,0.0021470801,0.1930957,0.0516203,0.00033267302],"about_ca_topic_score_codex":0.029373871,"about_ca_topic_score_gemma":0.006678328,"teacher_disagreement_score":0.66515064,"about_ca_system_score_codex":0.0010703845,"about_ca_system_score_gemma":0.0016955885,"threshold_uncertainty_score":0.9999695},"labels":[],"label_agreement":null},{"id":"W1997938121","doi":"10.1007/s10746-013-9282-0","title":"Interpretive Phenomenological Analysis (IPA) and the Ethics of Body and Place: Critical Methodological Reflections","year":2013,"lang":"en","type":"article","venue":"Human Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":63,"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; Carleton University","funders":"","keywords":"Phenomenology (philosophy); Interpretative phenomenological analysis; Reflexivity; Sociology; Epistemology; Qualitative research; Subjectivity; Lifeworld; Bioethics; Psychology; Social science","score_opus":0.7420358111931098,"score_gpt":0.6982037973897086,"score_spread":0.04383201380340118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997938121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6243337,0.0208554,0.02677526,0.251657,0.00019356527,0.0012188153,0.000022512035,0.00012768521,0.074816085],"genre_scores_gemma":[0.9843357,0.0039019475,0.010958255,0.00028140182,0.000056831694,0.00007910354,2.4529456e-7,0.000002975928,0.00038349247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9860537,0.012892306,0.00023514075,0.00022596744,0.00035186493,0.00024100221],"domain_scores_gemma":[0.94437855,0.054765638,0.00006594457,0.00010876711,0.00059799285,0.00008308484],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.016912347,0.000090483605,0.00046333502,0.00009219847,0.0016057042,0.00006874606,0.00012392315,0.00014874057,0.00014420843],"category_scores_gemma":[0.06080644,0.000049813265,0.00008543585,0.00037796373,0.018923433,0.0000869422,0.00025674832,0.0006978943,0.0000021162627],"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":[0.00002258323,0.000020349677,0.0003113688,0.000021965454,0.00046641612,4.5018285e-7,0.2480881,3.6562295e-7,0.00009583907,0.75064117,0.00010318026,0.00022819283],"study_design_scores_gemma":[0.00016695196,0.00017860469,0.0057510217,0.000021269318,0.00023564199,3.2246743e-7,0.43253973,0.000041316736,0.000009690622,0.56033593,0.00063420983,0.00008528009],"about_ca_topic_score_codex":0.0006696671,"about_ca_topic_score_gemma":0.00073158403,"teacher_disagreement_score":0.36000207,"about_ca_system_score_codex":0.000035059136,"about_ca_system_score_gemma":0.000035486337,"threshold_uncertainty_score":0.99969405},"labels":[],"label_agreement":null},{"id":"W1997963091","doi":"10.1525/si.2003.26.4.591","title":"Beyond Indigenous Authenticity: Reflections on the Insider/Outsider Debate in Immigration Research","year":2003,"lang":"en","type":"article","venue":"Symbolic Interaction","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":221,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Insider; Somali; Ethnography; Immigration; Scholarship; Indigenous; Argument (complex analysis); Sociology; Field (mathematics); Field research; Gender studies; Criminology; Ethnology; Social science; Anthropology; Political science; Law; Philosophy","score_opus":0.42956164028022514,"score_gpt":0.6028827108317492,"score_spread":0.17332107055152401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997963091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7045319,0.000039169936,0.0006203256,0.019914383,0.0007608937,0.00064039393,0.0000030128226,0.00004000287,0.2734499],"genre_scores_gemma":[0.9960845,0.00018411511,0.00018843965,0.0005963708,0.00013374878,0.000117493226,0.0000032931864,0.000012986213,0.0026790262],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9880205,0.010105734,0.00026171526,0.0002485534,0.0008384269,0.00052511774],"domain_scores_gemma":[0.99533993,0.0038760286,0.00007101763,0.0002120159,0.00041578556,0.00008524116],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.016344367,0.00009241787,0.00012938278,0.0005507754,0.0016252872,0.0002047371,0.0001523805,0.00015105725,0.00032732496],"category_scores_gemma":[0.008530488,0.00007073307,0.000059645303,0.0013435498,0.00043444263,0.00030984366,0.000020487896,0.0012816432,0.0002043724],"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":[0.000025248693,0.00010710828,0.00027438268,0.0000045056413,0.000020195163,0.000003558152,0.23864627,0.00001607817,0.0016388801,0.75370955,0.0005583032,0.00499593],"study_design_scores_gemma":[0.000211221,0.00021709442,0.0033688731,0.00010007916,0.0000107048245,0.0000038287753,0.22013561,0.00019712387,0.0035313093,0.6874257,0.0845804,0.00021805412],"about_ca_topic_score_codex":0.015491584,"about_ca_topic_score_gemma":0.040997237,"teacher_disagreement_score":0.2915526,"about_ca_system_score_codex":0.0006361735,"about_ca_system_score_gemma":0.0004343567,"threshold_uncertainty_score":0.99982107},"labels":[],"label_agreement":null},{"id":"W1998009897","doi":"10.1016/j.jaging.2005.11.005","title":"How listeners shape what tellers tell","year":2006,"lang":"en","type":"article","venue":"Journal of Aging Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas University","funders":"","keywords":"Active listening; Interview; Narrative; Psychology; Social psychology; Gender studies; Developmental psychology; Sociology; Linguistics; Communication; Anthropology","score_opus":0.28836150962336465,"score_gpt":0.5361417293697105,"score_spread":0.24778021974634584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998009897","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":[0.3818702,0.14867894,0.001116077,0.4494695,0.0025566774,0.00019700694,0.0000021026426,0.00004630463,0.01606318],"genre_scores_gemma":[0.82518697,0.12884724,0.025987126,0.0006359057,0.0030913604,0.0000025507593,2.4627647e-7,0.000022644028,0.016225979],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977066,0.0009231832,0.0002352792,0.00008726932,0.000754391,0.0002932804],"domain_scores_gemma":[0.9970136,0.0018272726,0.0002506565,0.000055806908,0.00077576254,0.000076882694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068022395,0.00008160941,0.000257289,0.00012896796,0.00057797134,0.0003908163,0.0001935634,0.000044504686,0.00001181593],"category_scores_gemma":[0.002365914,0.000058892416,0.00013752113,0.00023661995,0.0010604343,0.00082423596,0.0000439453,0.00032247166,0.0000023658708],"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":[0.00007358565,0.00025148434,0.011664071,0.0003551999,0.00132019,0.00036424113,0.44755408,0.00022415206,0.0021864867,0.08968442,0.09698261,0.3493395],"study_design_scores_gemma":[0.0002896381,0.000119157055,0.0014313826,0.00039373027,0.000039786282,0.0000049571204,0.6472912,0.000013009139,0.0002890035,0.039914604,0.31005153,0.00016204575],"about_ca_topic_score_codex":0.00014761902,"about_ca_topic_score_gemma":0.00024352239,"teacher_disagreement_score":0.4488336,"about_ca_system_score_codex":0.00014724155,"about_ca_system_score_gemma":0.00015768339,"threshold_uncertainty_score":0.44453466},"labels":[],"label_agreement":null},{"id":"W2001080685","doi":"10.1016/j.socscimed.2007.08.002","title":"Informed consent in a changing environment","year":2007,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":false,"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; Natural Sciences and Engineering Research Council of Canada; Wellcome Trust","keywords":"Dignity; Informed consent; Qualitative research; Context (archaeology); Witness; Inclusion (mineral); Research ethics; Negotiation; Nursing; Psychology; Public relations; Sociology; Medicine; Social psychology; Political science; Social science; Law; Alternative medicine","score_opus":0.2780956687094967,"score_gpt":0.5779619156086587,"score_spread":0.299866246899162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001080685","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":[0.40890744,0.00024580868,0.0088106925,0.047846604,0.0006026237,0.00058779557,0.000001588505,0.000057262354,0.5329402],"genre_scores_gemma":[0.9966987,0.00036818924,0.0004374657,0.0008383876,0.00060542166,0.000007785334,6.5892146e-7,0.0000041170965,0.0010392936],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964515,0.00035980687,0.00026265308,0.000212328,0.001716056,0.0009976866],"domain_scores_gemma":[0.99712855,0.002355825,0.00007538174,0.00007721262,0.000081607206,0.0002814532],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04123635,0.00007595966,0.00016258642,0.0005861242,0.0012474989,0.00002673766,0.00033670818,0.00007668993,0.00029759636],"category_scores_gemma":[0.011473077,0.00006233901,0.000027322096,0.0024021417,0.010153158,0.000224685,0.00006238265,0.00026461884,0.000019363863],"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":[0.000012976304,0.00002379434,0.004052626,0.000013859426,0.0000017439157,0.000012058754,0.6286285,2.8010663e-7,0.0015639577,0.32529598,0.0001772688,0.040216986],"study_design_scores_gemma":[0.0010749685,0.00016302081,0.028347941,0.00022042375,0.0000066126486,9.204743e-7,0.71836174,0.000015653763,0.00038433165,0.048719693,0.20239152,0.00031315963],"about_ca_topic_score_codex":0.0022385032,"about_ca_topic_score_gemma":0.0043655746,"teacher_disagreement_score":0.58779126,"about_ca_system_score_codex":0.0007378027,"about_ca_system_score_gemma":0.0014981137,"threshold_uncertainty_score":0.9968537},"labels":[],"label_agreement":null},{"id":"W2001825665","doi":"10.1111/j.1556-3502.2011.52313.x","title":"Ethnography of the Street: When is a Place not a Place?","year":2011,"lang":"en","type":"article","venue":"Anthropology News","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Ethnography; Place making; Sense of place; Sociology; Place attachment; Geography; Anthropology; Economic geography; Psychology; Social psychology; Architectural engineering; Engineering","score_opus":0.32119749219813126,"score_gpt":0.509811977037503,"score_spread":0.18861448483937177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001825665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6299449,0.00091848127,0.0032338072,0.1810255,0.0014955185,0.0009956857,0.0000957224,0.00009878184,0.18219158],"genre_scores_gemma":[0.9816123,0.0012127428,0.011764546,0.002884385,0.00014480257,0.000023408087,7.483165e-7,0.000017061597,0.0023399882],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99567634,0.0031337598,0.00021286838,0.0002069896,0.0003754685,0.0003945777],"domain_scores_gemma":[0.9982279,0.0010832102,0.0001356466,0.00030408535,0.00015274055,0.000096421856],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002920068,0.00009282221,0.00020363487,0.000078290104,0.0006362334,0.00000900341,0.00051601947,0.00023213513,0.0028344102],"category_scores_gemma":[0.0011629628,0.00006340368,0.00014900544,0.00035511507,0.010762135,0.00009176735,0.00011795132,0.000385891,0.000025038036],"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":[0.00009318253,0.00014821734,0.036409732,0.00002465005,0.000093295625,0.0000037669063,0.7149374,1.0365714e-7,0.0002221414,0.2110121,0.027817946,0.009237457],"study_design_scores_gemma":[0.00066975807,0.0004523165,0.006556884,0.00005253068,0.000043247914,0.0000010746467,0.49850026,0.000013908261,0.00870951,0.219929,0.26477072,0.0003008061],"about_ca_topic_score_codex":0.0667138,"about_ca_topic_score_gemma":0.066798806,"teacher_disagreement_score":0.3516674,"about_ca_system_score_codex":0.000022575723,"about_ca_system_score_gemma":0.00032624992,"threshold_uncertainty_score":0.99807715},"labels":[],"label_agreement":null},{"id":"W2003778857","doi":"10.1080/09663690500530909","title":"Challenging the Ivory Tower: Proposing anti-racist geographies within the academy","year":2006,"lang":"en","type":"article","venue":"Gender Place & Culture","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":76,"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":"Ivory tower; Diaspora; Cultural geography; Sociology; Gender studies; Transnationalism; Critical geography; Colonialism; Work (physics); Tower; Intersectionality; Discipline; Human geography; Social science; Anthropology; Geography; Politics; Political science; Archaeology","score_opus":0.13244329248804335,"score_gpt":0.4437088025046734,"score_spread":0.31126551001663005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003778857","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":[0.18146403,0.059659652,0.010026442,0.41052526,0.0017989448,0.003722751,0.00006656919,0.0007886644,0.33194768],"genre_scores_gemma":[0.98413485,0.0015260063,0.0024081145,0.0010882244,0.0013825987,0.000042206153,0.0000052499395,0.000021259948,0.00939146],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956462,0.002333756,0.00022053401,0.00029316774,0.0009536159,0.0005527749],"domain_scores_gemma":[0.9988044,0.0006526859,0.00012426038,0.00018895279,0.00014932515,0.000080376],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008686009,0.00016784313,0.00015733606,0.000049599956,0.0036276856,0.0003547425,0.0005917843,0.0002531706,0.000046742112],"category_scores_gemma":[0.0005620565,0.00008253754,0.0001277394,0.0006307007,0.0017877071,0.00025085534,0.00009476266,0.0012304597,0.000016470882],"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":[0.000018460476,0.000052295327,0.0013903579,0.000056855184,0.0000813098,0.000006762564,0.43380433,0.00048637702,0.0011859401,0.53042084,0.03110862,0.001387863],"study_design_scores_gemma":[0.00020493544,0.000023685854,0.0035408416,0.000059566766,0.00003718748,0.000006215376,0.40646493,0.00014664985,0.00036767175,0.09161173,0.49720877,0.00032780974],"about_ca_topic_score_codex":0.0010566863,"about_ca_topic_score_gemma":0.0009801498,"teacher_disagreement_score":0.80267084,"about_ca_system_score_codex":0.000055530993,"about_ca_system_score_gemma":0.00014553308,"threshold_uncertainty_score":0.99766946},"labels":[],"label_agreement":null},{"id":"W2007002068","doi":"10.1108/14439881311314586","title":"Narrative inquiry and nursing research","year":2013,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"First Nations University of Canada","funders":"","keywords":"Insider; Originality; Narrative; Value (mathematics); Sociology; Argument (complex analysis); Meaning (existential); Epistemology; Narrative inquiry; Nursing research; Qualitative research; Reflexivity; Engineering ethics; Psychology; Social science; Nursing; Medicine; Computer science","score_opus":0.7805405306331694,"score_gpt":0.7642295650116092,"score_spread":0.016310965621560203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007002068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6737045,0.004706501,0.004922678,0.1654048,0.00046614825,0.0017224705,0.0000054938564,0.000063718006,0.14900367],"genre_scores_gemma":[0.9595035,0.005053968,0.0237507,0.00013900941,0.0020387643,0.00019629025,0.0000024144686,0.000054144377,0.009261259],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8579556,0.13324744,0.000547448,0.00048092278,0.005574566,0.0021940449],"domain_scores_gemma":[0.9423398,0.043954447,0.00014747733,0.00029185583,0.011556459,0.0017100031],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2326481,0.00018538511,0.00036575686,0.0013383605,0.009330462,0.00172992,0.0007262404,0.00027968982,0.0016133391],"category_scores_gemma":[0.060705543,0.00015394202,0.00010274701,0.0023718714,0.022062266,0.0016618437,0.00020792225,0.006124763,0.0004053117],"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":[0.00003296406,0.00008161361,0.00003398484,0.00001695734,0.000030085675,0.00001434306,0.669568,2.158048e-7,0.0006156327,0.25475523,0.0368537,0.037997253],"study_design_scores_gemma":[0.00020206562,0.00029295596,0.00030275315,0.00021701003,0.0000011198653,0.0000070753986,0.5459745,0.00001016202,0.00004262464,0.4442645,0.008580691,0.00010454995],"about_ca_topic_score_codex":0.003416621,"about_ca_topic_score_gemma":0.00021185366,"teacher_disagreement_score":0.2857989,"about_ca_system_score_codex":0.0011252216,"about_ca_system_score_gemma":0.0022611015,"threshold_uncertainty_score":0.9993064},"labels":[],"label_agreement":null},{"id":"W2007278188","doi":"10.1177/0038038509357194","title":"Social Reliability in Qualitative Team Research","year":2010,"lang":"en","type":"article","venue":"Sociology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Wilfrid Laurier University","funders":"","keywords":"Reflexivity; Reliability (semiconductor); Emotionality; Psychology; Social psychology; Subjectivity; Sociology; Qualitative research; Epistemology; Social science","score_opus":0.5770790733406054,"score_gpt":0.7309934558157867,"score_spread":0.1539143824751813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007278188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8300404,0.000034233628,0.00007723127,0.06242283,0.00025645216,0.00028227794,0.0000065279933,0.00003563071,0.10684443],"genre_scores_gemma":[0.9943204,0.000039428065,0.0032851873,0.00016693289,0.0005379172,0.00007109618,0.0000032661928,0.000008982026,0.001566775],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96144384,0.036345813,0.00027469842,0.00036196798,0.0006721166,0.00090156286],"domain_scores_gemma":[0.9834508,0.015573316,0.00004955944,0.00016253183,0.0006328479,0.0001309872],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09925724,0.00007732737,0.00023462372,0.00015789617,0.001216011,0.000032491134,0.0003918852,0.0006225597,0.00041036235],"category_scores_gemma":[0.03795818,0.00007224979,0.00007557478,0.00048101728,0.014920783,0.000119604156,0.00011017632,0.0031891,0.0001505275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014204648,0.00004067543,0.0017929018,0.0000057141897,0.0000028062177,9.772148e-7,0.46193242,4.6044693e-8,0.00054095243,0.5326125,0.0020586988,0.0009981031],"study_design_scores_gemma":[0.0001320465,0.00004357663,0.0035508575,0.0000017633512,5.314132e-7,5.7024273e-8,0.26460463,0.0000036394651,0.00001591709,0.66493577,0.06664619,0.0000650275],"about_ca_topic_score_codex":0.008228343,"about_ca_topic_score_gemma":0.010692958,"teacher_disagreement_score":0.19732778,"about_ca_system_score_codex":0.0001999922,"about_ca_system_score_gemma":0.0009588131,"threshold_uncertainty_score":0.9991106},"labels":[],"label_agreement":null},{"id":"W2009291677","doi":"10.1075/ni.19.2.02har","title":"A tale of two narratives","year":2009,"lang":"en","type":"article","venue":"Narrative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Narrative; Narrative criticism; Epistemology; Literature; Narrative inquiry; Sociology; Philosophy; Art","score_opus":0.2585330056029658,"score_gpt":0.5749921566053416,"score_spread":0.3164591510023758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009291677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8087349,0.00067194906,0.015999407,0.025183408,0.00041805615,0.00048006212,0.000007413491,0.00008262267,0.14842218],"genre_scores_gemma":[0.98279744,0.00007905281,0.014658682,0.00033579886,0.00038017603,0.000009645699,0.0000020938164,0.0000058253813,0.0017312933],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9956077,0.0029423523,0.00025228778,0.00021045354,0.0006515838,0.00033567328],"domain_scores_gemma":[0.99829596,0.00078784215,0.00013115932,0.00014995899,0.00048934796,0.00014574028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046614525,0.00010461423,0.00024179518,0.00010848438,0.00051209715,0.00003482795,0.0002509379,0.000099102734,0.00047971823],"category_scores_gemma":[0.0020574718,0.00009118941,0.000092189985,0.0005469693,0.0025759474,0.0003263195,0.000022511185,0.00030072057,0.000017970206],"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":[0.000022280527,0.00006196725,0.00011759089,0.0000045612746,0.00001175599,0.0000024549886,0.6884399,0.0000023648063,0.004669449,0.2983763,0.0014528693,0.0068385177],"study_design_scores_gemma":[0.00035527523,0.0003462014,0.0010654659,0.00004494554,0.00000257917,3.3708898e-7,0.67153096,0.0000068516792,0.002419415,0.30780205,0.016282225,0.0001436482],"about_ca_topic_score_codex":0.00022789837,"about_ca_topic_score_gemma":0.00026041456,"teacher_disagreement_score":0.17406254,"about_ca_system_score_codex":0.000067146735,"about_ca_system_score_gemma":0.00039113656,"threshold_uncertainty_score":0.94911855},"labels":[],"label_agreement":null},{"id":"W2010925070","doi":"10.1080/0966369x.2014.958065","title":"Critical feminist reflexivity and the politics of whiteness in the ‘field’","year":2014,"lang":"en","type":"article","venue":"Gender Place & Culture","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":273,"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":"Reflexivity; Sociology; Power (physics); Intersectionality; Field (mathematics); Gender studies; Politics; Ideology; Emotive; Geographer; Aesthetics; Legitimacy; White (mutation); Women of color; Racism; Anthropology; Race (biology); Political science","score_opus":0.18428896973870368,"score_gpt":0.5474946716903857,"score_spread":0.363205701951682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010925070","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":[0.063827164,0.0020703876,0.010559901,0.40441588,0.00037162824,0.0008053498,0.00003715954,0.00003867236,0.5178738],"genre_scores_gemma":[0.9923249,0.00013178735,0.0015029843,0.0048762932,0.0002477597,0.000011722277,8.030662e-7,0.0000036173103,0.0009001272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.993457,0.005513129,0.00013189201,0.00012926501,0.0004749907,0.00029369633],"domain_scores_gemma":[0.99156725,0.008004809,0.00003203517,0.0001626566,0.00014523996,0.00008799553],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014120684,0.00006532239,0.00013989206,0.000015702279,0.00049395545,0.00008677046,0.0002735148,0.00014260336,0.000017871853],"category_scores_gemma":[0.02084614,0.0000318158,0.00004081857,0.00018491619,0.0018895547,0.000059037655,0.000047966245,0.00045467974,0.0000018395712],"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":[0.00001982772,0.000016690363,0.0004540164,0.000033123008,0.0000037454543,5.894729e-7,0.20470901,5.6997897e-7,0.0000193313,0.7903622,0.003989485,0.00039145537],"study_design_scores_gemma":[0.0004649934,0.000058965285,0.0015045572,0.000025326617,0.000014441037,0.000002028216,0.2825979,0.00006165582,0.000059696482,0.47143945,0.24366874,0.00010225306],"about_ca_topic_score_codex":0.0006190277,"about_ca_topic_score_gemma":0.0006471993,"teacher_disagreement_score":0.92849773,"about_ca_system_score_codex":0.000017239394,"about_ca_system_score_gemma":0.00013631475,"threshold_uncertainty_score":0.98740166},"labels":[],"label_agreement":null},{"id":"W2011090275","doi":"10.1080/00330124.2014.907705","title":"“No Sir, She Was Not a Fool in the Field”: Gendered Risks and Sexual Violence in Immersed Cross-Cultural Fieldwork","year":2014,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":47,"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":"Archetype; Context (archaeology); Field (mathematics); Sociology; Variety (cybernetics); Power (physics); Gender studies; Sexual violence; Criminology; Social psychology; Psychology; Geography; Art","score_opus":0.19671446497385023,"score_gpt":0.5435763977882712,"score_spread":0.3468619328144209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011090275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96783495,0.00023681895,0.000116167874,0.02372726,0.0002750023,0.0004321295,0.000003920481,0.000012747349,0.007360994],"genre_scores_gemma":[0.9944702,0.0002034062,0.00047670852,0.0034893951,0.00018822592,0.00008359919,0.0000017059474,0.000005445839,0.0010813172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99334073,0.0051143877,0.00022410603,0.00023666701,0.0006312142,0.00045288866],"domain_scores_gemma":[0.9930463,0.0064889416,0.00006630963,0.00019122685,0.00013775591,0.000069506845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011460881,0.0001147508,0.00015003764,0.000050914787,0.00074834964,0.00012231308,0.0004910918,0.00019318415,0.00021735589],"category_scores_gemma":[0.0033224113,0.00005759368,0.000054961733,0.00045927727,0.0011233558,0.00016675347,0.00012685792,0.0009433222,0.000014656353],"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":[0.00078934117,0.00030806626,0.4893474,0.000113919465,0.000054991244,0.000011623196,0.25802252,0.0000285253,0.0008824033,0.12365252,0.002705202,0.12408351],"study_design_scores_gemma":[0.0011032022,0.00021709879,0.670856,0.00027500596,0.000010245382,9.62453e-7,0.17298387,0.00044578934,0.00006880899,0.1411579,0.0125381,0.00034301865],"about_ca_topic_score_codex":0.008812885,"about_ca_topic_score_gemma":0.004722312,"teacher_disagreement_score":0.18150862,"about_ca_system_score_codex":0.000013219788,"about_ca_system_score_gemma":0.0000912967,"threshold_uncertainty_score":0.99778754},"labels":[],"label_agreement":null},{"id":"W2012255718","doi":"10.1080/03075070600800582","title":"Transgressive pedagogies? Exploring the difficult realities of enacting feminist pedagogies in undergraduate classrooms in a Canadian university","year":2006,"lang":"en","type":"article","venue":"Studies in Higher Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University","funders":"","keywords":"Transgressive; Sociology; Class (philosophy); Pedagogy; Higher education; Qualitative research; Power structure; Power (physics); Feminist pedagogy; Feminism; Mathematics education; Gender studies; Psychology; Social science; Political science; Epistemology; Ethnography","score_opus":0.46634873403668403,"score_gpt":0.5312109438725408,"score_spread":0.06486220983585672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012255718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9134056,0.0016635477,0.000004072751,0.040012613,0.0006373353,0.00028180977,0.000009895969,0.000012741995,0.04397236],"genre_scores_gemma":[0.99400574,0.0021820378,0.00023172096,0.000025499281,0.00011561926,0.000033998524,0.0000029481764,0.0000054294896,0.0033970056],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99739015,0.0015214316,0.00023957883,0.00017655868,0.00027122328,0.00040106507],"domain_scores_gemma":[0.997466,0.0021069972,0.000094117815,0.000107400156,0.0001820406,0.00004341818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024629857,0.0000905505,0.00018635829,0.0002779208,0.00036613108,0.000023902618,0.00020410305,0.000056544985,0.000009721314],"category_scores_gemma":[0.0010005822,0.00007686504,0.000030196028,0.00090533285,0.0010900438,0.00022239798,0.00003254861,0.00029656707,7.0032235e-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":[0.000017022523,0.00006597587,0.10317341,0.000089563946,0.000012855915,0.0000050843228,0.45561036,0.000077655415,0.0000105184945,0.43867123,0.00030211118,0.0019642287],"study_design_scores_gemma":[0.000117073345,0.000011986484,0.1546224,0.0001801537,0.000003776881,7.307357e-8,0.793693,0.0000015808448,0.000010135989,0.02935974,0.021918636,0.00008141954],"about_ca_topic_score_codex":0.80478394,"about_ca_topic_score_gemma":0.96040946,"teacher_disagreement_score":0.40931147,"about_ca_system_score_codex":0.0012376782,"about_ca_system_score_gemma":0.0014729741,"threshold_uncertainty_score":0.4016312},"labels":[],"label_agreement":null},{"id":"W2012583327","doi":"10.1177/1473095212441697","title":"“Never eat anything with a face”: Ontology and ethics","year":2012,"lang":"en","type":"article","venue":"Planning Theory","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Ontology; Face (sociological concept); Epistemology; Sociology; Function (biology); Identity (music); Salient; Metaphysics; Computer science; Philosophy; Aesthetics; Social science; Artificial intelligence","score_opus":0.30096687025032426,"score_gpt":0.5443898553757062,"score_spread":0.2434229851253819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012583327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63471425,0.0076257223,0.15684408,0.021535134,0.00045689367,0.0004203169,0.0000101859,0.00024617807,0.17814724],"genre_scores_gemma":[0.98023576,0.00008746882,0.016212044,0.0011897404,0.00021215975,0.000009404534,0.0000013420843,0.000012365543,0.002039738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9934794,0.0054779337,0.00008575615,0.00013076334,0.0003492391,0.00047692348],"domain_scores_gemma":[0.9906075,0.008992294,0.00004410978,0.0000895804,0.000071917806,0.00019458224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02394276,0.000077912126,0.00013004408,0.000053456937,0.0007598752,0.00005093028,0.00011344344,0.00019672296,0.00007713598],"category_scores_gemma":[0.004880259,0.000059114853,0.000016928787,0.00011337387,0.0012133315,0.0003628662,0.00004729225,0.0008451618,0.000015799444],"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":[0.000048969392,0.000010544698,0.008484699,0.00001745361,0.000017951366,0.0000040492105,0.36592355,0.0000021542426,0.0000509629,0.6233078,0.00009027075,0.00204156],"study_design_scores_gemma":[0.0005201007,0.0001939995,0.027753847,0.00027895256,0.00004046158,0.000018362278,0.3688766,0.000043236534,0.00012227402,0.38915402,0.2125034,0.0004947134],"about_ca_topic_score_codex":0.00025545733,"about_ca_topic_score_gemma":0.00008286791,"teacher_disagreement_score":0.34552148,"about_ca_system_score_codex":0.000034173,"about_ca_system_score_gemma":0.00013942571,"threshold_uncertainty_score":0.82981306},"labels":[],"label_agreement":null},{"id":"W2014526173","doi":"10.1080/09589236.2012.745681","title":"Pregnant, privileged and PhDing: exploring embodiments in qualitative research","year":2012,"lang":"en","type":"article","venue":"Journal of Gender Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":13,"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":"Insider; Identity (music); Subject (documents); Anonymity; Sociology; Power (physics); Space (punctuation); Hierarchy; Gender studies; Qualitative research; Focus group; Law; Political science; Social science; Aesthetics","score_opus":0.9443199182450224,"score_gpt":0.7437505768264052,"score_spread":0.20056934141861715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014526173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9204658,0.062413495,0.00037949992,0.0061439634,0.0006341102,0.00026597324,0.0000016616518,0.000007509538,0.0096879415],"genre_scores_gemma":[0.97064984,0.02323707,0.005462525,0.000024257897,0.00035362176,0.000016144639,4.0750535e-8,0.00000737651,0.00024915134],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98861444,0.009085041,0.00038521158,0.00010271316,0.0012229013,0.0005897102],"domain_scores_gemma":[0.9929332,0.0058257305,0.00015634636,0.000062952815,0.0008222599,0.00019947784],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.062405832,0.00007985039,0.00029697633,0.00034020247,0.0005653212,0.00004291026,0.00015346253,0.00004967239,0.00001025294],"category_scores_gemma":[0.011751725,0.000060294224,0.00004800814,0.00043638394,0.0011037679,0.00082452217,0.00014650877,0.00068678934,0.0000033070123],"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":[0.000031362008,0.000079088524,0.011526503,0.00006295274,0.0001395443,0.0000066022526,0.9408977,4.1463747e-7,0.00014419683,0.04282631,0.00048447648,0.0038008615],"study_design_scores_gemma":[0.00029968043,0.00011324413,0.008331483,0.0002353315,0.000007636945,0.0000015108736,0.93459815,6.258376e-7,0.00017722417,0.050787203,0.0053724237,0.00007547852],"about_ca_topic_score_codex":0.00008968721,"about_ca_topic_score_gemma":0.00009915219,"teacher_disagreement_score":0.050654106,"about_ca_system_score_codex":0.00024531916,"about_ca_system_score_gemma":0.00017082438,"threshold_uncertainty_score":0.99657273},"labels":[],"label_agreement":null},{"id":"W2015594391","doi":"10.1177/1077800406297678","title":"Emergent Issues When Researching Trauma","year":2007,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":78,"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":"Reflexivity; Autoethnography; Redress; Narrative; Compassion; Psychology; Reciprocity (cultural anthropology); Power (physics); Narrative inquiry; Sociology; Social psychology; Psychoanalysis; Gender studies; Social science","score_opus":0.6172884353708372,"score_gpt":0.6903891414170605,"score_spread":0.07310070604622332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015594391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3926896,0.0038125338,0.29924226,0.08894518,0.002003637,0.0013312537,0.000048229547,0.0004369593,0.21149038],"genre_scores_gemma":[0.73404384,0.0012799281,0.21597582,0.0017080011,0.0046864767,0.00008938718,0.000031635947,0.0001085514,0.042076353],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98059374,0.015212536,0.0005699865,0.00044687375,0.0019954096,0.0011814821],"domain_scores_gemma":[0.98816884,0.010218673,0.00013184536,0.00027491388,0.0006915401,0.00051416777],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.092605546,0.0001756404,0.00029414197,0.0003024653,0.001229449,0.0001315227,0.00051172375,0.00019086814,0.0012522357],"category_scores_gemma":[0.015528693,0.00016246636,0.00014999516,0.0006212466,0.00361647,0.00047567542,0.000111286616,0.00076773873,0.00029891575],"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":[0.000049912273,0.00004955807,0.00007107328,0.000023141118,0.000030048357,0.000011114716,0.6034641,3.8222902e-7,0.0003024506,0.3573325,0.008419775,0.030245928],"study_design_scores_gemma":[0.00014587629,0.00010719649,0.00039842294,0.000037437752,0.0000030578747,1.6858492e-7,0.55163586,0.000002645452,0.0005783173,0.265589,0.18134016,0.00016185577],"about_ca_topic_score_codex":0.0059382077,"about_ca_topic_score_gemma":0.0026418825,"teacher_disagreement_score":0.34135428,"about_ca_system_score_codex":0.00025922214,"about_ca_system_score_gemma":0.00026219696,"threshold_uncertainty_score":0.99966073},"labels":[],"label_agreement":null},{"id":"W2016698625","doi":"10.3727/109830413x13848886455182","title":"Between You and Me: Making Messes with Constructivism and Critical Theory","year":2013,"lang":"en","type":"article","venue":"Tourism Culture & Communication","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Sociology; Epistemology; Constructivism (international relations); Critical theory; Politics; Wonder; Postmodernism; Social constructivism; Field (mathematics); Identity (music); Belongingness; Social science; Aesthetics; Psychology; Social psychology; Political science; International relations; Law","score_opus":0.09458509862227434,"score_gpt":0.4787861188004891,"score_spread":0.3842010201782148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016698625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5872906,0.017445775,0.024964085,0.15950759,0.00007051351,0.0015223938,0.00002221889,0.00027475427,0.2089021],"genre_scores_gemma":[0.94815326,0.0015549937,0.049676534,0.00012473528,0.00007036724,0.000027758198,0.00000382064,0.000007292731,0.00038126958],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99619937,0.0030805252,0.00011854359,0.00014231764,0.00026291452,0.00019632271],"domain_scores_gemma":[0.996722,0.002595277,0.000053720138,0.00023668994,0.00028445522,0.000107869484],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030128295,0.00008343423,0.00014201533,0.000030577892,0.000899906,0.00022498955,0.00020164596,0.00012712009,0.00006659169],"category_scores_gemma":[0.0016704822,0.000059768703,0.000013773479,0.00012266186,0.0027442367,0.00051423686,0.00011443559,0.0004158902,0.0000042034685],"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":[0.000006936397,0.0000121987405,0.0024694102,0.000028144223,0.000023352806,4.9535834e-7,0.07176429,4.6888744e-8,0.00014658699,0.8786584,0.00038635472,0.046503782],"study_design_scores_gemma":[0.0002574228,0.00008072833,0.020616073,0.00017985335,0.000041633582,0.0000039676383,0.0932818,0.000014049911,0.00010929498,0.8568839,0.028310912,0.00022036616],"about_ca_topic_score_codex":0.0006955347,"about_ca_topic_score_gemma":0.00011453051,"teacher_disagreement_score":0.36086264,"about_ca_system_score_codex":0.000022425314,"about_ca_system_score_gemma":0.000056173514,"threshold_uncertainty_score":0.9999697},"labels":[],"label_agreement":null},{"id":"W2018765164","doi":"10.1177/0268580914555934","title":"Doing (critical) qualitative research in China in a global era","year":2014,"lang":"en","type":"article","venue":"International Sociology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto; Chiang Ching-Kuo Foundation for International Scholarly Exchange; Nanjing University; Nanjing Normal University","keywords":"Hegemony; Sociology; Situated; China; Qualitative research; Dominance (genetics); Politics; Critical theory; Epistemology; Gender studies; Social science; Environmental ethics; Political science; Law","score_opus":0.36021545509381897,"score_gpt":0.7054913531997011,"score_spread":0.34527589810588216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018765164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43692622,0.00017048285,0.013382838,0.21925342,0.00068671984,0.00022531641,0.000022109776,0.000028544224,0.32930434],"genre_scores_gemma":[0.98844993,0.00008433544,0.010599157,0.00031329365,0.00028972418,0.000042179785,0.0000046570617,0.000004473045,0.0002122296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97804606,0.020137824,0.00027945978,0.00027480233,0.0007095431,0.00055228884],"domain_scores_gemma":[0.98534954,0.014105549,0.000032873275,0.00007837899,0.00034036403,0.00009329885],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03769185,0.00006601372,0.000169094,0.00020074076,0.00022606965,0.00004085133,0.0004266446,0.00021741125,0.00022570125],"category_scores_gemma":[0.023995142,0.00006540346,0.000044692064,0.00036272558,0.003373768,0.00015627663,0.00011660126,0.0009345407,0.00008071996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024638284,0.000049858707,0.0047773193,0.000005208088,0.000005957855,0.000006374185,0.15905555,0.000009204025,0.000024901612,0.82794845,0.00011923898,0.007973327],"study_design_scores_gemma":[0.00025991266,0.00005594514,0.017589288,0.000036804075,3.4978925e-7,2.8750773e-7,0.05363407,0.00024220135,0.000002484279,0.89877903,0.029328348,0.000071267415],"about_ca_topic_score_codex":0.015526115,"about_ca_topic_score_gemma":0.008698291,"teacher_disagreement_score":0.55152375,"about_ca_system_score_codex":0.00075321656,"about_ca_system_score_gemma":0.0003100728,"threshold_uncertainty_score":0.9993385},"labels":[],"label_agreement":null},{"id":"W2020417025","doi":"10.1108/14439881211222769","title":"What would I change the next time? A confessional tale of in‐depth qualitative data collection","year":2012,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Ottawa","funders":"","keywords":"Confessional; Participant observation; Closeness; Reflexivity; Feeling; Data collection; Qualitative research; Sociology; Value (mathematics); Originality; Social psychology; Psychology; Social science; Computer science; Political science; Politics; Law","score_opus":0.8672917085857625,"score_gpt":0.7267858775310625,"score_spread":0.14050583105470005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020417025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47987977,0.06406051,0.009826426,0.3843389,0.0039386307,0.0066785626,0.0004654629,0.00009551501,0.05071624],"genre_scores_gemma":[0.95143044,0.024058823,0.011169358,0.00052518665,0.002658173,0.00027997277,0.000070014205,0.00007180333,0.009736237],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8727158,0.12001766,0.00084028085,0.0003722092,0.0044703307,0.0015837271],"domain_scores_gemma":[0.95125943,0.044466272,0.0004370486,0.0005151457,0.0026661272,0.00065596536],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2707358,0.00020124129,0.00048001757,0.0007390858,0.0022386045,0.000558854,0.0015217309,0.00035954555,0.0011415211],"category_scores_gemma":[0.04057536,0.00013810139,0.00013451635,0.0026431547,0.005916751,0.006145161,0.0005525617,0.004451526,0.00014149955],"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":[0.0002117387,0.00031678233,0.00031345806,0.000047269546,0.00008503743,0.0000053633025,0.8965603,2.9009698e-7,0.00035675382,0.078842275,0.00977963,0.013481082],"study_design_scores_gemma":[0.0005078284,0.00025138064,0.0014806238,0.00039961582,0.0000072410703,0.0000061945975,0.89436406,0.000105660205,0.000083369734,0.066254996,0.036374006,0.00016502907],"about_ca_topic_score_codex":0.0033706538,"about_ca_topic_score_gemma":0.0011648746,"teacher_disagreement_score":0.47155064,"about_ca_system_score_codex":0.0005810351,"about_ca_system_score_gemma":0.0019601986,"threshold_uncertainty_score":0.9997716},"labels":[],"label_agreement":null},{"id":"W2023318151","doi":"10.1177/08861090122094190","title":"Journeying the Quagmire: Exploring the Discourses That Shape the Qualitative Research Process","year":2001,"lang":"en","type":"article","venue":"Affilia","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":24,"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":"Qualitative research; Legitimacy; Interpretation (philosophy); Epistemology; Sociology; Process (computing); Engineering ethics; Social science; Political science; Law; Politics; Philosophy; Computer science; Engineering","score_opus":0.8197248307084594,"score_gpt":0.7025463940382025,"score_spread":0.11717843667025685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023318151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51803195,0.0015779363,0.00051759445,0.44322693,0.00046547368,0.0009663865,0.0000068359614,0.00006879326,0.03513811],"genre_scores_gemma":[0.9890525,0.0027331198,0.00018330362,0.00039718198,0.0007018265,0.00038121003,0.0000010015772,0.000022428469,0.006527441],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9721207,0.023680776,0.00024740736,0.00031746604,0.0026147743,0.0010189001],"domain_scores_gemma":[0.97034353,0.028244846,0.00010749271,0.0004768899,0.00067049277,0.00015677862],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07695062,0.0001470938,0.00016819834,0.000070898896,0.007551749,0.0006536924,0.0016377311,0.00007560764,0.00030578475],"category_scores_gemma":[0.014649382,0.00006172144,0.00011750677,0.0015299623,0.005669226,0.0006150139,0.00020228123,0.0016860308,0.000105385414],"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":[0.000039931023,0.000032336506,0.00026319854,0.000012998078,0.00003507397,0.000005065941,0.8026806,0.000008060353,0.000034123157,0.17385197,0.0034594762,0.019577142],"study_design_scores_gemma":[0.00007316414,0.000034619694,0.0010597337,0.00005900984,0.0000070660603,0.0000012476411,0.81202114,0.00009863832,0.00007935775,0.090138935,0.09632952,0.00009759989],"about_ca_topic_score_codex":0.0025108182,"about_ca_topic_score_gemma":0.0058348007,"teacher_disagreement_score":0.47102055,"about_ca_system_score_codex":0.00011844725,"about_ca_system_score_gemma":0.0005748563,"threshold_uncertainty_score":0.99703676},"labels":[],"label_agreement":null},{"id":"W2025988070","doi":"10.1515/ijnes-2012-0015","title":"Writing History: Case Study of the University of Victoria School of Nursing","year":2013,"lang":"en","type":"article","venue":"International Journal of Nursing Education Scholarship","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Curriculum; Ideology; Legitimacy; Feminism; Sociology; Pedagogy; Curriculum development; Engineering ethics; Nursing; Political science; Medicine; Gender studies; Law; Politics; Engineering","score_opus":0.32380664208456517,"score_gpt":0.5540305141050597,"score_spread":0.2302238720204945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025988070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98938745,0.00028908704,0.00032405744,0.0039802166,0.0023400178,0.00015680668,0.0000021911746,0.0000025504467,0.0035176475],"genre_scores_gemma":[0.9965998,0.00002606753,0.0028935715,0.00002081641,0.0002489572,3.3731556e-7,3.027595e-7,0.0000043113205,0.00020585884],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99610835,0.0021659615,0.00043045267,0.00008203392,0.0011067379,0.00010644553],"domain_scores_gemma":[0.9938005,0.00075846957,0.0009263725,0.00011615535,0.004285439,0.000113058995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004710465,0.000056069155,0.00015761117,0.00024106931,0.00016557312,0.000034812347,0.00056431507,0.00006434429,0.0002891033],"category_scores_gemma":[0.003955777,0.000050356524,0.00010262431,0.00022577612,0.00060986157,0.00068547996,0.000018613398,0.00045560303,0.000002346188],"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":[0.00018107661,0.006288491,0.12896828,0.00004421492,0.0002976121,0.000023388808,0.6869562,0.0000451747,0.01145753,0.018773163,0.007306786,0.13965805],"study_design_scores_gemma":[0.00065202516,0.00019128111,0.10949297,0.0019545485,0.000069262904,0.00011321352,0.8659046,0.0000104396795,0.00045523042,0.019411756,0.0016488013,0.00009581642],"about_ca_topic_score_codex":0.0015962708,"about_ca_topic_score_gemma":0.000056517114,"teacher_disagreement_score":0.17894843,"about_ca_system_score_codex":0.0012669278,"about_ca_system_score_gemma":0.002091484,"threshold_uncertainty_score":0.47357202},"labels":[],"label_agreement":null},{"id":"W2026089178","doi":"10.1080/03098265.2013.868080","title":"“Dear Diary” revisited: reflecting on collaborative journaling","year":2013,"lang":"en","type":"article","venue":"Journal of Geography in Higher Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McGill University","funders":"","keywords":"Journaling file system; Psychology; Pedagogy; Computer science","score_opus":0.202367496298005,"score_gpt":0.5555069348066489,"score_spread":0.35313943850864393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026089178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8660744,0.0049834214,0.00018087612,0.062067553,0.0023744605,0.0004737065,0.0000019536953,0.000016155882,0.063827485],"genre_scores_gemma":[0.9830573,0.001961668,0.012225522,0.0006380609,0.001413596,0.000014441779,7.9090773e-7,0.000011625959,0.0006769867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950234,0.0033322892,0.00050816085,0.000114846756,0.00074216514,0.00027910832],"domain_scores_gemma":[0.9958206,0.0017088937,0.00053759076,0.000092883434,0.0016393916,0.00020068271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009600242,0.00009115367,0.00020934235,0.0007703483,0.0003434638,0.00023285071,0.0002195397,0.00011130239,0.0005642993],"category_scores_gemma":[0.0018325275,0.00007590355,0.00011914912,0.0016010638,0.00021378497,0.00064812467,0.000011053004,0.00077600504,0.000017010972],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002099606,0.0015651779,0.4404756,0.00015777556,0.00027629448,0.000016802936,0.13145986,0.0001269762,0.0031191802,0.23358236,0.023034725,0.16597527],"study_design_scores_gemma":[0.0006196905,0.0006026964,0.5122814,0.0014184526,0.00003772561,0.000004813057,0.07119783,0.000007041592,0.00024612332,0.23703673,0.17617097,0.00037646058],"about_ca_topic_score_codex":0.0007523976,"about_ca_topic_score_gemma":0.000027327915,"teacher_disagreement_score":0.16559881,"about_ca_system_score_codex":0.00018117687,"about_ca_system_score_gemma":0.0007219078,"threshold_uncertainty_score":0.6178681},"labels":[],"label_agreement":null},{"id":"W2026881710","doi":"10.1177/1473325006064262","title":"‘Too Ambitious’","year":2006,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":17,"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":"Qualitative research; Positivism; Research design; Qualitative property; Sociology; Engineering ethics; Political science; Computer science; Social science; Engineering","score_opus":0.24321111974193826,"score_gpt":0.5848662859147127,"score_spread":0.3416551661727744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026881710","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":[0.055148784,0.0005477848,0.023614297,0.16829123,0.00058825425,0.00063592545,0.00006512287,0.00038432333,0.75072426],"genre_scores_gemma":[0.90695626,0.00004139955,0.020198725,0.0015846681,0.0027259365,0.00010656989,0.000038272632,0.000049027873,0.06829912],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9859454,0.01175198,0.00032500504,0.00028605768,0.0010114065,0.0006801333],"domain_scores_gemma":[0.99501425,0.0041710483,0.00013496449,0.00009946666,0.00045283636,0.00012741685],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013074225,0.00014519822,0.0002685074,0.00008742121,0.0029301269,0.00015017409,0.00025300175,0.00021655636,0.00066231773],"category_scores_gemma":[0.0022664745,0.00014813943,0.0001825653,0.0015483095,0.0026832456,0.00020822717,0.000042036296,0.00044589097,0.00039512827],"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":[0.000016737944,0.0000438947,0.00007450171,0.0000066209955,0.000013756947,0.0000025300722,0.28554562,3.5355183e-7,0.0000289024,0.6584146,0.053157218,0.0026952354],"study_design_scores_gemma":[0.0001632264,0.000023065675,0.0012222226,0.000010523786,0.000005453212,2.9512915e-8,0.19172336,2.9465178e-7,0.000019716084,0.526266,0.28039485,0.00017128015],"about_ca_topic_score_codex":0.0050209356,"about_ca_topic_score_gemma":0.0011066238,"teacher_disagreement_score":0.8518075,"about_ca_system_score_codex":0.00023717091,"about_ca_system_score_gemma":0.00027335167,"threshold_uncertainty_score":0.9983679},"labels":[],"label_agreement":null},{"id":"W2027652909","doi":"10.1177/1077800412466224","title":"Relational Inquiries and the Research Interview","year":2013,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":22,"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":"Ethnography; Objectivity (philosophy); Qualitative research; Narrative; Sociology; Narrative inquiry; Everyday life; Epistemology; Psychology; Social science; Anthropology","score_opus":0.8211053795469677,"score_gpt":0.6662268595750117,"score_spread":0.154878519971956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027652909","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":[0.14906225,0.00923606,0.073285,0.64667296,0.00084856973,0.0030258794,0.000017143906,0.00014558158,0.11770654],"genre_scores_gemma":[0.9552352,0.0027718735,0.0207938,0.0025514567,0.0011928672,0.0008957615,0.0000095932655,0.000035063233,0.01651441],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.93657273,0.061038513,0.00033859504,0.00027219008,0.001270526,0.0005074638],"domain_scores_gemma":[0.9498092,0.048209373,0.00009156027,0.00021658833,0.0014787761,0.00019452641],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.09429051,0.00010584577,0.00022619186,0.00014614001,0.0017320676,0.00027232105,0.00032842217,0.0001279981,0.00093109824],"category_scores_gemma":[0.028202971,0.000066904686,0.000070568145,0.0006621253,0.043092508,0.00061169197,0.00021026337,0.0008432416,0.00046785042],"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":[0.000012520428,0.000008604625,0.000026296073,0.000015124399,0.000015624473,2.5685355e-7,0.458958,8.272857e-8,0.000006542633,0.52723056,0.0070083044,0.006718055],"study_design_scores_gemma":[0.00023706538,0.000032388092,0.00048080704,0.0000354177,0.0000018662282,1.9552807e-7,0.45441726,0.000014081388,0.0000040858245,0.49937585,0.04534247,0.0000585082],"about_ca_topic_score_codex":0.0026580675,"about_ca_topic_score_gemma":0.00019771895,"teacher_disagreement_score":0.8061729,"about_ca_system_score_codex":0.00009588281,"about_ca_system_score_gemma":0.0002915139,"threshold_uncertainty_score":0.9999822},"labels":[],"label_agreement":null},{"id":"W2027735280","doi":"10.1177/0886109913505815","title":"Research as a Social Justice Tool","year":2013,"lang":"en","type":"article","venue":"Affilia","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":15,"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":"Praxis; Oppression; Transformative learning; Social justice; Sociology; Identity (music); Social work; Environmental ethics; Public relations; Engineering ethics; Social science; Political science; Law; Pedagogy; Aesthetics; Politics","score_opus":0.42882763518088085,"score_gpt":0.6455075243642059,"score_spread":0.21667988918332504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027735280","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":[0.18070036,0.000105805106,0.0003557411,0.075585306,0.00031424916,0.00055648515,0.000004189351,0.00008995647,0.7422879],"genre_scores_gemma":[0.90771335,0.00021273646,0.0074237324,0.00094189204,0.0016391391,0.00016375989,0.0000026320595,0.000020098118,0.08188263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99262327,0.005005287,0.0001376996,0.00020964595,0.0013186075,0.00070551777],"domain_scores_gemma":[0.995489,0.003277737,0.000025685289,0.0001330891,0.00090173533,0.00017273512],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.014893451,0.0000628568,0.000109825975,0.00009317268,0.0018776358,0.00024175475,0.00035566077,0.00016220244,0.004401483],"category_scores_gemma":[0.009561907,0.000057129288,0.000054772943,0.000668629,0.0016086065,0.0002921627,0.000102467566,0.000653869,0.0059225126],"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":[0.0000073007377,0.000036706395,0.000036986374,0.000024238027,0.000009170169,0.0000036285612,0.039980754,1.3568271e-7,0.0005787227,0.7693516,0.15846029,0.03151049],"study_design_scores_gemma":[0.00014348539,0.00007782802,0.002056368,0.000012393402,0.000006409546,2.496514e-7,0.11172765,0.000028912911,0.00011026091,0.3104271,0.5752721,0.0001372797],"about_ca_topic_score_codex":0.009308244,"about_ca_topic_score_gemma":0.00045874497,"teacher_disagreement_score":0.727013,"about_ca_system_score_codex":0.00012238685,"about_ca_system_score_gemma":0.0006021565,"threshold_uncertainty_score":0.9994218},"labels":[],"label_agreement":null},{"id":"W2028218963","doi":"10.1111/j.1475-4762.2008.00802.x","title":"Member checking in human geography: interpreting divergent understandings of performativity in a student space","year":2008,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":47,"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":"McGill University","keywords":"Rigour; Performativity; Epistemology; Space (punctuation); Sociology; Human geography; Interpretation (philosophy); Qualitative research; Social science; Gender studies; Linguistics; Philosophy","score_opus":0.302551922220844,"score_gpt":0.5170124555340857,"score_spread":0.21446053331324172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028218963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704157,0.00006262127,0.0006796884,0.0008513985,0.0000339923,0.0001484114,0.000001410639,0.000008706952,0.027798057],"genre_scores_gemma":[0.9990002,0.0002269872,0.0006533904,0.000025031,0.000010583593,0.000007325293,6.038405e-7,0.0000037191512,0.00007216245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777955,0.0010551008,0.00022296736,0.00013185776,0.0005167891,0.00029374016],"domain_scores_gemma":[0.9991407,0.0005739887,0.00008137708,0.000078381905,0.00006333101,0.00006223601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006214535,0.0000657042,0.00017157564,0.00019311797,0.0002807464,0.000015918919,0.00016227168,0.000058677466,0.00012486108],"category_scores_gemma":[0.00064679555,0.00006205663,0.00005689033,0.0004392031,0.00069833867,0.00019076286,0.00010602258,0.00029615994,0.0000017143424],"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":[0.000007740419,0.000067795234,0.66953546,0.000019342453,0.0000075453513,0.0000075834123,0.3102833,0.00001455581,0.00024519075,0.019606872,0.000020993342,0.00018358466],"study_design_scores_gemma":[0.00059969706,0.00010931967,0.7084865,0.00044040868,0.000004050543,5.730119e-7,0.26787612,0.00024976936,0.0007308517,0.020821508,0.00045685054,0.00022431734],"about_ca_topic_score_codex":0.011717995,"about_ca_topic_score_gemma":0.007574105,"teacher_disagreement_score":0.04240718,"about_ca_system_score_codex":0.00021022755,"about_ca_system_score_gemma":0.0000641344,"threshold_uncertainty_score":0.99486303},"labels":[],"label_agreement":null},{"id":"W2029897953","doi":"10.1177/0959353509102222","title":"Imagining the Other? Ethical Challenges of Researching and Writing Women's Embodied Lives","year":2009,"lang":"en","type":"article","venue":"Feminism & Psychology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Embodied cognition; Narrative; Privilege (computing); Sociology; Reflexivity; Aesthetics; Gender studies; Interpretation (philosophy); Psychology; Epistemology; Social science; Literature","score_opus":0.2685516677432426,"score_gpt":0.5840360982065089,"score_spread":0.31548443046326635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029897953","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":[0.11983641,0.0027031372,0.0007482482,0.3343831,0.00012399266,0.00022672431,0.000004501339,0.000049085753,0.5419248],"genre_scores_gemma":[0.98875415,0.0030689447,0.0045542708,0.0032362475,0.00024071892,0.000015129246,2.1093439e-7,0.000008729014,0.00012157626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9927781,0.0055898014,0.00026254973,0.000303319,0.00046839556,0.00059778406],"domain_scores_gemma":[0.9935045,0.0058954908,0.00009851763,0.00022437928,0.00012563737,0.00015147358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024531685,0.00009328465,0.00022948874,0.00009615747,0.0005781752,0.00004980823,0.00037233363,0.00023331157,0.000069373076],"category_scores_gemma":[0.0030778332,0.00006956915,0.00004222461,0.00017537006,0.0025301608,0.00006937032,0.000061352905,0.0013774897,0.0000057723364],"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":[0.000024752973,0.000024438212,0.00006150006,0.000010969224,0.000010460178,0.000003961048,0.34124297,6.890533e-8,0.0006797505,0.51362354,0.00006034729,0.14425722],"study_design_scores_gemma":[0.00027212355,0.00035976156,0.0051125046,0.00006290296,0.0000028763152,0.000003843244,0.2486357,0.000011436977,0.00003635528,0.7311973,0.014199571,0.000105652645],"about_ca_topic_score_codex":0.000120720935,"about_ca_topic_score_gemma":0.00004287424,"teacher_disagreement_score":0.86891776,"about_ca_system_score_codex":0.00002685029,"about_ca_system_score_gemma":0.000100407975,"threshold_uncertainty_score":0.9322483},"labels":[],"label_agreement":null},{"id":"W2030117557","doi":"10.1111/j.1755-618x.2004.tb02167.x","title":"The Interviewee and the Research Interview: Analysing a Neglected Dimension in Research*","year":2004,"lang":"fr","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":132,"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":"Humanities; Meaning (existential); Perspective (graphical); Sociology; Psychology; Epistemology; Philosophy; Art","score_opus":0.5618958430419604,"score_gpt":0.553980760372257,"score_spread":0.007915082669703422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030117557","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":[0.10811824,0.49421355,0.00003278041,0.3946729,0.00042796705,0.0011982564,0.00004349226,0.000007985612,0.0012848423],"genre_scores_gemma":[0.38579488,0.60867167,0.00039955502,0.003515845,0.00029376725,0.00025804003,0.000014832431,0.000033238313,0.0010181536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.90598285,0.087266035,0.0013189825,0.00082153623,0.00044562534,0.004164944],"domain_scores_gemma":[0.9627603,0.03207826,0.0003703336,0.0009198403,0.00249261,0.0013786019],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.18988676,0.00034607595,0.0012948976,0.00056879845,0.0034537318,0.000087620574,0.0018809868,0.00094563526,0.000103590784],"category_scores_gemma":[0.083411105,0.0002366201,0.0004247395,0.0030117172,0.058602177,0.00016955749,0.00042934605,0.0058849305,0.000040035993],"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":[0.000031201973,0.000029448214,0.00085093547,0.003935501,0.00020160178,0.0001123936,0.1983164,0.0000074343484,0.000030039459,0.72213596,0.0065868916,0.06776217],"study_design_scores_gemma":[0.0008496099,0.00031881113,0.006798078,0.018655296,0.000081404934,0.000018829955,0.23014404,0.00008321009,0.0000024993299,0.622823,0.11991434,0.0003108865],"about_ca_topic_score_codex":0.50737786,"about_ca_topic_score_gemma":0.92677915,"teacher_disagreement_score":0.41940132,"about_ca_system_score_codex":0.008731794,"about_ca_system_score_gemma":0.008715369,"threshold_uncertainty_score":0.9978436},"labels":[],"label_agreement":null},{"id":"W2030585261","doi":"10.1067/mjw.2002.122451","title":"Quantitative and qualitative research: Competition or parallel play?","year":2002,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Alberta","funders":"","keywords":"Competition (biology); Computer science; Biology; Ecology","score_opus":0.5494805262140725,"score_gpt":0.6157356552448126,"score_spread":0.06625512903074005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030585261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8392844,0.011487595,0.027316708,0.09285212,0.000422093,0.0004872785,0.000010447824,0.000017908565,0.028121425],"genre_scores_gemma":[0.92906857,0.008414659,0.0598088,0.00017764878,0.00030919374,0.000004702525,4.6702212e-7,0.000011499785,0.002204477],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99265736,0.0055695805,0.00037107395,0.00015624586,0.0008649214,0.00038080866],"domain_scores_gemma":[0.9912091,0.0072259125,0.00024599352,0.00005868302,0.0010036888,0.00025662096],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015738439,0.00009418832,0.00027147104,0.00023598,0.0010628905,0.00023722053,0.00014119093,0.00010111291,0.00015537627],"category_scores_gemma":[0.0052380436,0.00007143698,0.000045416786,0.00041302934,0.0034043738,0.0006930449,0.000018638199,0.0007460037,0.0000053908147],"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":[0.00038104402,0.000099044526,0.00012247312,0.000027230784,0.000029382192,0.000026285265,0.5806108,0.0000010566797,0.00033217485,0.3863735,0.0011121717,0.030884866],"study_design_scores_gemma":[0.0010114381,0.0014937344,0.0010263878,0.0011775721,0.000022411692,0.000043353808,0.83344924,0.0002795735,0.00003576558,0.12810923,0.03316045,0.00019086275],"about_ca_topic_score_codex":0.00018630699,"about_ca_topic_score_gemma":0.00016037955,"teacher_disagreement_score":0.25826427,"about_ca_system_score_codex":0.00009770079,"about_ca_system_score_gemma":0.00014601336,"threshold_uncertainty_score":0.9993078},"labels":[],"label_agreement":null},{"id":"W2031506009","doi":"10.1017/s0144686x08007721","title":"Widowers' strategies of self-representation during research interviews: a sociological analysis","year":2009,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Thomas University","funders":"","keywords":"Masculinity; Interview; Symbolic interactionism; Perspective (graphical); Identity (music); Psychology; Gender studies; Social psychology; Sociology; Representation (politics); Sociological imagination; Social science; Aesthetics; Politics; Anthropology","score_opus":0.29202373823922806,"score_gpt":0.5831044443180721,"score_spread":0.291080706078844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031506009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839788,0.00041077993,0.0021596565,0.0032002318,0.00001575026,0.000109719454,0.0000016032283,0.00004183017,0.010081599],"genre_scores_gemma":[0.9908549,0.0029900726,0.0058354335,0.000038328413,0.00007246551,0.000004410377,0.0000018648627,0.0000021588291,0.0002003207],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9956845,0.0030614068,0.00018760795,0.00020670597,0.0005474244,0.00031237706],"domain_scores_gemma":[0.9980558,0.001414861,0.000057977293,0.00010423574,0.00027996654,0.00008717343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01094522,0.000059469563,0.00020933739,0.000068665846,0.0008373197,0.000113712405,0.00014134051,0.00014373021,0.000034349338],"category_scores_gemma":[0.00075423374,0.000049551276,0.00018221988,0.0009104571,0.0009515067,0.00020771538,0.000046013574,0.0004144796,0.0000013323795],"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":[0.000015131234,0.00012745764,0.0033167144,0.000090448884,0.00054457906,0.000010603952,0.8380651,0.00004498186,0.005166387,0.1448375,0.00032674757,0.007454343],"study_design_scores_gemma":[0.00024845498,0.00018098432,0.11517378,0.00004260384,0.00008642673,2.191467e-7,0.7629346,0.00041201737,0.00032170807,0.119895846,0.0005711506,0.00013220488],"about_ca_topic_score_codex":0.0012346285,"about_ca_topic_score_gemma":0.00007785739,"teacher_disagreement_score":0.111857064,"about_ca_system_score_codex":0.000057495316,"about_ca_system_score_gemma":0.0001185762,"threshold_uncertainty_score":0.6440071},"labels":[],"label_agreement":null},{"id":"W2033312706","doi":"10.1177/0891241613497747","title":"Becoming a “Trusted Outsider”","year":2013,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":161,"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":"Insider; Ethnography; Sociology; Ethnic group; Socioeconomic status; Perspective (graphical); Immigration; Criminology; Social psychology; Gender studies; Psychology; Political science; Law; Anthropology; Computer science","score_opus":0.32158680105635007,"score_gpt":0.5027829131440917,"score_spread":0.18119611208774167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033312706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5415117,0.011673434,0.019711778,0.18953887,0.0018619008,0.0010485679,0.000008323056,0.00011227076,0.23453315],"genre_scores_gemma":[0.98638904,0.000317162,0.011364718,0.0009944016,0.0003786771,0.0000062713607,4.5823396e-7,0.0000128564225,0.0005364141],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9943767,0.0035999417,0.0006355078,0.00010801733,0.0009490236,0.0003307693],"domain_scores_gemma":[0.9959672,0.0018726522,0.00052689185,0.00013207564,0.0011154815,0.00038571216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012963481,0.00011027031,0.00033524123,0.0005295586,0.0003941891,0.00018371726,0.0003990201,0.00015835525,0.00033023194],"category_scores_gemma":[0.0021009187,0.0000880248,0.00037134576,0.0007544019,0.0009254191,0.0011800904,0.00003407543,0.00078351283,0.000025242156],"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":[0.00014610212,0.00032269306,0.021423938,0.00010023593,0.0005648262,0.000106945554,0.6829741,0.0000023952634,0.002416756,0.041624714,0.17715159,0.07316571],"study_design_scores_gemma":[0.0013523283,0.0004838906,0.004468355,0.00028729168,0.000023021656,0.00000834299,0.45230037,0.0000303677,0.00029229355,0.21548522,0.32490537,0.00036313338],"about_ca_topic_score_codex":0.0015923482,"about_ca_topic_score_gemma":0.000061395294,"teacher_disagreement_score":0.44487733,"about_ca_system_score_codex":0.000031982057,"about_ca_system_score_gemma":0.000642402,"threshold_uncertainty_score":0.44929096},"labels":[],"label_agreement":null},{"id":"W2036126337","doi":"10.5539/jedp.v1n1p65","title":"The Self as Data: A Qualitative Methodology","year":2011,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Narrative; Reductionism; Knowledge production; Epistemology; Process (computing); Sociology; Qualitative research; Qualitative property; Self-knowledge; Psychology; Social science; Computer science; Knowledge management; Linguistics; Philosophy","score_opus":0.7509276046574366,"score_gpt":0.6790696184407427,"score_spread":0.07185798621669393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036126337","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22246067,0.007113934,0.006776648,0.38779333,0.0043065157,0.00038493934,0.000015081812,0.000014885202,0.37113398],"genre_scores_gemma":[0.084959246,0.0068692523,0.9000824,0.0032121746,0.0006531772,0.000007602613,0.0000056493063,0.000010770015,0.0041997232],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9952214,0.0038548433,0.00030802848,0.00013313531,0.00028253061,0.00020009412],"domain_scores_gemma":[0.99120504,0.008014225,0.00021282586,0.00008586985,0.0003304285,0.0001516371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018120844,0.000058781785,0.00013327305,0.00006044011,0.0006528015,0.000027661768,0.00045686035,0.000074215764,0.00090832537],"category_scores_gemma":[0.0060075163,0.000039286235,0.000027294554,0.0001297138,0.0012080474,0.0002149287,0.00007430601,0.00028534746,0.00006591195],"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":[0.00013953587,0.00015066967,0.0011987463,0.000004223132,0.0001435658,0.0000030193312,0.5436977,5.2324887e-9,0.000050743733,0.4074592,0.025627092,0.021525495],"study_design_scores_gemma":[0.00016596682,0.00009705912,0.017569732,0.000006813213,0.0000067948013,0.000073592804,0.1779348,1.7003612e-7,0.0000055926885,0.60813415,0.19595131,0.000054021173],"about_ca_topic_score_codex":0.0003144504,"about_ca_topic_score_gemma":0.00030350013,"teacher_disagreement_score":0.8933058,"about_ca_system_score_codex":0.000040502062,"about_ca_system_score_gemma":0.0014999501,"threshold_uncertainty_score":0.99455255},"labels":[],"label_agreement":null},{"id":"W2037351886","doi":"10.1111/j.1475-4762.2006.00663.x","title":"Undressing the researcher: feminism, embodiment and sexuality at a queer bathhouse event","year":2006,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University; Brock University","funders":"","keywords":"Queer; Ethnography; Embodied cognition; Event (particle physics); Gender studies; Human sexuality; Sociology; Feminism; Focus (optics); Anthropology; Epistemology; Philosophy","score_opus":0.24837675090604852,"score_gpt":0.5248294355071391,"score_spread":0.2764526846010906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037351886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8677999,0.0020238173,0.0010349079,0.072640456,0.00007029101,0.0004229706,0.000016022015,0.00005694067,0.055934723],"genre_scores_gemma":[0.99061424,0.00041184286,0.0011889441,0.00023374442,0.00010868671,0.000020794625,0.0000017637029,0.000008176867,0.007411791],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.995912,0.0028040449,0.00013163246,0.00019386361,0.0006169998,0.00034147027],"domain_scores_gemma":[0.99726033,0.0023451718,0.000038277518,0.00014822581,0.00008788848,0.00012008193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0116015505,0.00006552077,0.00009474506,0.000025563428,0.0011899979,0.0001439773,0.00012412312,0.00006930245,0.00005336648],"category_scores_gemma":[0.0008999248,0.0000439805,0.000023848164,0.0001282088,0.0014693708,0.00008190537,0.00018393627,0.00023565044,0.000008242338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058009136,0.00014104963,0.025619956,0.00007515607,0.00004748228,0.000021647154,0.21907325,0.0000053312892,0.0016043409,0.69540226,0.020735677,0.03721584],"study_design_scores_gemma":[0.0006287043,0.00014957612,0.12861294,0.00010311981,0.000022332822,0.000003995667,0.08126573,0.00027590056,0.0009174795,0.4178376,0.36979094,0.0003916943],"about_ca_topic_score_codex":0.01665269,"about_ca_topic_score_gemma":0.006750383,"teacher_disagreement_score":0.34905526,"about_ca_system_score_codex":0.00012784844,"about_ca_system_score_gemma":0.00013212737,"threshold_uncertainty_score":0.9898955},"labels":[],"label_agreement":null},{"id":"W2037521282","doi":"10.7202/045219ar","title":"Margaret Mead’s Coming of Age in Ethnography","year":2011,"lang":"en","type":"article","venue":"Ethnologies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Winnipeg","funders":"","keywords":"Postmodernism; Ethnography; Reading (process); Sociology; Persona; Portrait; Popularity; Aesthetics; Criticism; Literature; Art; Psychology; Anthropology; Art history; Social psychology; Linguistics; Philosophy; Humanities","score_opus":0.47923075778469976,"score_gpt":0.5268786087246105,"score_spread":0.047647850939910696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037521282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70867187,0.001477155,0.001949937,0.006688605,0.00026810463,0.000337713,0.00000668103,0.00019693142,0.28040302],"genre_scores_gemma":[0.9624607,0.0007475038,0.036491048,0.00005252072,0.000013445962,0.000013039524,5.3478726e-7,0.0000053917743,0.00021582437],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974841,0.0016008485,0.00018820321,0.00013549121,0.00027631392,0.00031502594],"domain_scores_gemma":[0.99835366,0.0012989625,0.00006647738,0.0001520509,0.000090306006,0.000038571365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006092232,0.00006309639,0.00017781522,0.0002249738,0.00012490849,0.000011469168,0.00035440567,0.00019692534,0.0001071444],"category_scores_gemma":[0.005190743,0.000055152286,0.000057563564,0.000573939,0.0026487869,0.00011784676,0.00009563202,0.00039302884,0.000006743758],"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":[0.000028092525,0.00006304441,0.040737573,0.000043502445,0.000021404376,0.00002512186,0.54862565,3.5751788e-7,0.0007547534,0.3628365,0.0003432076,0.046520773],"study_design_scores_gemma":[0.00021860306,0.00011321994,0.056652904,0.000078952435,0.0000039138363,9.110904e-8,0.42740265,0.0000029398607,0.0046916245,0.5032726,0.0074015944,0.0001609298],"about_ca_topic_score_codex":0.009625832,"about_ca_topic_score_gemma":0.013136439,"teacher_disagreement_score":0.2801872,"about_ca_system_score_codex":0.000024209898,"about_ca_system_score_gemma":0.000077278404,"threshold_uncertainty_score":0.99696916},"labels":[],"label_agreement":null},{"id":"W2040079975","doi":"10.1177/0011392113484454","title":"The virtues of improvisation: Ethnography without an ethics protocol","year":2013,"lang":"en","type":"article","venue":"Current Sociology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Deutsch-Französische Hochschule","keywords":"Ethnography; Sociology; Tamil; Improvisation; Turkish; Identity (music); Judgement; Politics; Research ethics; Social science; Engineering ethics; Law; Anthropology; Political science; Aesthetics","score_opus":0.45053903320506117,"score_gpt":0.6416212142596583,"score_spread":0.19108218105459718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040079975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36615902,0.0020004872,0.055666797,0.26707348,0.0050357725,0.27721712,0.00005287374,0.0006374973,0.02615695],"genre_scores_gemma":[0.8064818,0.0013327131,0.012081388,0.0009397259,0.0019017434,0.17660922,0.000020259273,0.000050160717,0.000582991],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9894051,0.009304155,0.00027436527,0.00018165054,0.00042951238,0.00040521802],"domain_scores_gemma":[0.99457663,0.004174441,0.00018461015,0.00020653743,0.0007211847,0.00013659416],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013903371,0.00008562612,0.0001631794,0.000045757897,0.0012737722,0.000047358535,0.00039848982,0.0002921084,0.00011125726],"category_scores_gemma":[0.004793723,0.000055321707,0.00008848153,0.00016045543,0.008035724,0.00019615507,0.00005579585,0.0010679471,0.000026816233],"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":[0.000014779786,0.000078531826,0.0066871257,0.00007326864,0.000021076048,4.659018e-8,0.24218176,3.9027708e-7,0.0003440702,0.63250357,0.0007672146,0.11732814],"study_design_scores_gemma":[0.00026019078,0.0002740632,0.0063622403,0.00002287447,0.000005359196,6.4073134e-8,0.0638224,0.00005450065,0.000092758324,0.7485524,0.18042506,0.00012813382],"about_ca_topic_score_codex":0.00083190843,"about_ca_topic_score_gemma":0.00029434674,"teacher_disagreement_score":0.4403228,"about_ca_system_score_codex":0.000036381673,"about_ca_system_score_gemma":0.00061048655,"threshold_uncertainty_score":0.99466383},"labels":[],"label_agreement":null},{"id":"W2041778862","doi":"10.1177/1049732306292141","title":"Book Review: Inside Interviewing: New Lenses, New Concerns","year":2006,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 British Columbia","funders":"","keywords":"Interview; Psychology; Optometry; Sociology; Medicine; Anthropology","score_opus":0.8122622322012291,"score_gpt":0.7346387726330741,"score_spread":0.07762345956815497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041778862","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":[0.000049293907,0.50315183,0.008064533,0.44942912,0.00016407481,0.0015139132,0.000025114083,0.000098108794,0.037503976],"genre_scores_gemma":[0.00053615356,0.4407435,0.023761718,0.08165072,0.0032470247,0.00017757782,0.000068802554,0.00010068339,0.4497138],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9130949,0.07792368,0.001293533,0.0008367647,0.004353959,0.0024971743],"domain_scores_gemma":[0.97540665,0.020000633,0.00033363496,0.00057838357,0.0019002543,0.0017804357],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.10575957,0.00025954665,0.00078323955,0.00041330402,0.0019525359,0.00020506907,0.0008297594,0.00021136117,0.0037794795],"category_scores_gemma":[0.025468254,0.00023860061,0.00020676742,0.0021277473,0.00253683,0.0005821429,0.00023317046,0.0022020529,0.00081095606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025523223,0.00004627886,0.000008519126,0.00069877226,0.000014208131,0.000005415045,0.12002132,2.2302969e-7,0.000011045342,0.15685524,0.6918644,0.03044908],"study_design_scores_gemma":[0.00036619362,0.0004027183,0.000063731575,0.0017417634,0.0000030171382,5.3883264e-7,0.04485516,0.0000023245918,0.000030384539,0.10092916,0.8514058,0.00019918781],"about_ca_topic_score_codex":0.19074,"about_ca_topic_score_gemma":0.01089973,"teacher_disagreement_score":0.4122098,"about_ca_system_score_codex":0.0013107647,"about_ca_system_score_gemma":0.0147042535,"threshold_uncertainty_score":0.99996704},"labels":[],"label_agreement":null},{"id":"W2042003342","doi":"10.7748/nr2011.01.18.2.7.c8280","title":"Phenomenological approaches: challenges and choices","year":2011,"lang":"en","type":"article","venue":"Nurse Researcher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":96,"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":"Heart and Stroke Foundation of Canada","keywords":"Psychology; Epistemology; Philosophy","score_opus":0.8556652684212978,"score_gpt":0.5601809909205467,"score_spread":0.295484277500751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042003342","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":[0.022820171,0.008955505,0.00012632646,0.009564002,0.000036264835,0.00027405983,0.000002294102,0.00006417063,0.9581572],"genre_scores_gemma":[0.9167997,0.036303453,0.025637077,0.00013892032,0.0005728474,0.0001816331,0.0000021960304,0.00003880708,0.020325333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9946377,0.0036322968,0.00011372416,0.00030425857,0.00070299377,0.00060902257],"domain_scores_gemma":[0.99830383,0.001007387,0.000027347593,0.0001741079,0.00013039561,0.00035691535],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011084847,0.00008665947,0.00014761255,0.000094652874,0.00037534567,0.000053024123,0.00031069174,0.00019482318,0.0008740057],"category_scores_gemma":[0.002594837,0.000066731205,0.000035834866,0.00016895599,0.0029839417,0.00020497481,0.00007482811,0.00054501963,0.0000820133],"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":[0.000026957017,0.00008918867,0.00015001239,0.000024077814,0.000017300777,0.00000534523,0.1702639,8.964275e-9,0.000012571561,0.5815477,0.00008228239,0.24778068],"study_design_scores_gemma":[0.0003411127,0.00030293383,0.02002994,0.000033135446,0.0000059925887,9.1205504e-7,0.4028132,0.000025564827,0.000054113007,0.36949733,0.20666097,0.00023478529],"about_ca_topic_score_codex":0.0007977178,"about_ca_topic_score_gemma":0.0005305735,"teacher_disagreement_score":0.9378319,"about_ca_system_score_codex":0.000054381566,"about_ca_system_score_gemma":0.00015883186,"threshold_uncertainty_score":0.9997294},"labels":[],"label_agreement":null},{"id":"W2043371978","doi":"10.1007/s11469-008-9168-y","title":"Editorial: Two of a Kind","year":2008,"lang":"en","type":"editorial","venue":"International Journal of Mental Health and Addiction","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"St. Michael's Hospital","funders":"","keywords":"Health psychology; Public health; Psychology; Medicine; Nursing","score_opus":0.07160817692033868,"score_gpt":0.5485425421337603,"score_spread":0.47693436521342164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043371978","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":[0.00023191582,0.0018961093,0.00016280658,0.0041297553,0.992355,0.000106458836,0.00025996592,0.0000045642296,0.0008534358],"genre_scores_gemma":[0.00043869537,0.052905966,0.00092225464,0.00006367427,0.9453439,0.0000015578945,0.00006854889,0.000009395014,0.00024599352],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947128,0.0011281017,0.0006691954,0.000114219474,0.0031844678,0.00019118567],"domain_scores_gemma":[0.9951225,0.0012864742,0.0014797304,0.000041993222,0.0017427264,0.00032656305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056040166,0.00009876432,0.00030672172,0.00026627537,0.0002609161,0.000043426306,0.000275965,0.0002682873,0.00005331845],"category_scores_gemma":[0.0037240873,0.00008877028,0.000115237475,0.00008943983,0.00043995658,0.00023900103,0.000040832194,0.0009108636,0.0000016461576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034960525,0.000063916144,0.000028994993,0.000022110597,0.000093367744,0.0000030033013,0.008070586,4.778053e-7,0.000007647348,0.00035445968,0.9666244,0.024381457],"study_design_scores_gemma":[0.0009604839,0.00042977018,0.00001434777,0.0005320813,0.0000057160273,0.000004493087,0.0018846891,0.000002605201,0.0000057835923,0.0009619475,0.9951388,0.00005925495],"about_ca_topic_score_codex":0.0025638286,"about_ca_topic_score_gemma":0.00033631298,"teacher_disagreement_score":0.051009856,"about_ca_system_score_codex":0.0005153993,"about_ca_system_score_gemma":0.0035103688,"threshold_uncertainty_score":0.6227243},"labels":[],"label_agreement":null},{"id":"W2044313567","doi":"10.1080/13504620500169270","title":"Transitions in thought and practice: links, divergences and contradictions in post‐critical inquiry","year":2005,"lang":"en","type":"article","venue":"Environmental Education Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":57,"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 Regina","funders":"","keywords":"Environmental education; Politics; Sociology; Social science; Critical theory; Epistemology; Pedagogy; Environmental ethics; Engineering ethics; Political science","score_opus":0.2411780479457115,"score_gpt":0.6130495163133305,"score_spread":0.371871468367619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044313567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.686299,0.003922568,0.00012683558,0.30090314,0.00012216323,0.00045921814,0.00001920683,0.000008917087,0.008138927],"genre_scores_gemma":[0.9857113,0.007176193,0.005881605,0.0003541749,0.00020837289,0.0000944642,0.000007982528,0.0000055970854,0.00056036183],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941082,0.0045299404,0.00017538074,0.00024181065,0.00059305987,0.00035162433],"domain_scores_gemma":[0.99574757,0.0039038435,0.00001470361,0.00007892255,0.00004175312,0.00021321929],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009335409,0.000058344223,0.00008445277,0.0002635687,0.0006094665,0.00008876732,0.00009013982,0.00014402643,0.00040903097],"category_scores_gemma":[0.0047764676,0.00006069789,0.000013444657,0.00032920952,0.0030036564,0.0006436174,0.0000436859,0.0008868764,0.00002575128],"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":[0.00010238704,0.0020404928,0.019500285,0.00003460431,0.000013442189,0.00000765501,0.4860815,0.000008531813,0.0026870894,0.3170472,0.0008438471,0.17163295],"study_design_scores_gemma":[0.00028318068,0.00011227324,0.19267069,0.000046007895,0.0000042936203,0.0000055669993,0.69968563,0.000097092976,0.000038370785,0.010564568,0.096361384,0.0001309243],"about_ca_topic_score_codex":0.0017457418,"about_ca_topic_score_gemma":0.0025758918,"teacher_disagreement_score":0.30648264,"about_ca_system_score_codex":0.00026928744,"about_ca_system_score_gemma":0.00042723268,"threshold_uncertainty_score":0.9997096},"labels":[],"label_agreement":null},{"id":"W2045050368","doi":"10.1007/s11133-007-9090-9","title":"“From Her Side of the Gossamer Wall(s)”: Reflexivity and Relational Knowing","year":2007,"lang":"en","type":"article","venue":"Qualitative Sociology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":119,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Reflexivity; Metaphor; Sociology; Epistemology; Construct (python library); Embodied cognition; Ethnography; Aesthetics; Philosophy; Computer science; Anthropology; Linguistics","score_opus":0.40965204525705284,"score_gpt":0.6252857904713459,"score_spread":0.21563374521429307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045050368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89411294,0.0008045467,0.020498848,0.042240217,0.00027831268,0.00026165694,0.000043292115,0.000025719472,0.041734442],"genre_scores_gemma":[0.9802426,0.00006121817,0.016692858,0.00089250127,0.00022059787,0.000006712471,0.0000050233025,0.0000094330735,0.0018690415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98488486,0.013706931,0.0003320598,0.00023558523,0.00044356054,0.00039702962],"domain_scores_gemma":[0.9724468,0.026819553,0.00018685171,0.00012854468,0.00028670378,0.00013155522],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.029484397,0.000090972644,0.00022914515,0.000043307227,0.0005985755,0.000008305144,0.00017433165,0.00025760185,0.00014676491],"category_scores_gemma":[0.015907057,0.00006639355,0.000096592266,0.00017062704,0.0076977303,0.00012230704,0.0000845959,0.0005192311,0.000011862601],"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":[0.000021381436,0.000014511156,0.0014544766,0.00000516489,0.00003549922,3.9999716e-7,0.47751,3.589037e-7,0.00093537086,0.51785964,0.00017704569,0.0019861255],"study_design_scores_gemma":[0.00015433444,0.000042564443,0.0216211,0.00001637812,0.0000074556833,8.53625e-8,0.31041977,0.000003547914,0.0001598564,0.6509504,0.016546084,0.00007848266],"about_ca_topic_score_codex":0.0046361377,"about_ca_topic_score_gemma":0.0013492659,"teacher_disagreement_score":0.16709025,"about_ca_system_score_codex":0.00012149165,"about_ca_system_score_gemma":0.0003391021,"threshold_uncertainty_score":0.9993501},"labels":[],"label_agreement":null},{"id":"W2045402474","doi":"10.1080/03098265.2010.486853","title":"Dear Diary: Early Career Geographers Collectively Reflect on Their Qualitative Field Research Experiences","year":2010,"lang":"en","type":"article","venue":"Journal of Geography in Higher Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":52,"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":"Journaling file system; Reflexivity; Rigour; Qualitative research; Globe; Pedagogy; Curriculum; Power (physics); Sociology; Psychology; Engineering ethics; Social science; Epistemology; Engineering; Computer science","score_opus":0.3340932125976152,"score_gpt":0.5896652457428414,"score_spread":0.2555720331452262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045402474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612143,0.00052448426,0.000028962317,0.013616853,0.001501085,0.00027914447,0.000002687065,0.00001008849,0.022822382],"genre_scores_gemma":[0.99487674,0.0003176094,0.0032761411,0.00025077345,0.00069834135,0.0000873269,7.368697e-7,0.0000126951345,0.00047961445],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9887759,0.008477977,0.00046925296,0.000244222,0.0014913472,0.00054130185],"domain_scores_gemma":[0.9882356,0.009068224,0.0002844851,0.00018341506,0.0019430734,0.0002851883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026290322,0.00013762135,0.00026251157,0.0015431693,0.0006817758,0.00021524982,0.0005592787,0.000258431,0.0004327786],"category_scores_gemma":[0.0032008798,0.00010941242,0.00021625853,0.0027399675,0.0013454027,0.00048508486,0.000028325061,0.0020652087,0.0000056130693],"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":[0.000307611,0.0005928971,0.07592869,0.000017632865,0.0000792163,0.000004612321,0.8407934,0.000001165354,0.00087739277,0.06397068,0.0036902737,0.013736446],"study_design_scores_gemma":[0.00030378223,0.0012756825,0.23265056,0.00015195138,0.000007883228,0.0000010585795,0.57219565,4.9571935e-7,0.00066931936,0.13513301,0.057394974,0.00021560518],"about_ca_topic_score_codex":0.0067433347,"about_ca_topic_score_gemma":0.0011203809,"teacher_disagreement_score":0.26859772,"about_ca_system_score_codex":0.00011418321,"about_ca_system_score_gemma":0.0013895084,"threshold_uncertainty_score":0.99987084},"labels":[],"label_agreement":null},{"id":"W2046670571","doi":"10.1177/1054773806288563","title":"Circles of Research","year":2006,"lang":"en","type":"editorial","venue":"Clinical Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"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":"Psychology","score_opus":0.702323865685122,"score_gpt":0.7876306236834272,"score_spread":0.08530675799830523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046670571","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":[0.00036598614,0.0028337333,0.00021451282,0.013776154,0.7145359,0.0019147963,0.00019551766,0.00010518838,0.26605824],"genre_scores_gemma":[0.0009822949,0.0057541104,0.0036462082,0.0000072131584,0.9652588,0.00011497452,0.000108837005,0.00010730089,0.024020286],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.85236156,0.11830186,0.0022170718,0.001623988,0.022037024,0.0034584962],"domain_scores_gemma":[0.6904983,0.29123658,0.00029741906,0.0011761233,0.01595409,0.0008374728],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.3843024,0.00025960064,0.001168694,0.0014074602,0.0026009202,0.00041974042,0.0027948339,0.00434154,0.00020258993],"category_scores_gemma":[0.40231103,0.00025534697,0.0005263577,0.0035293626,0.05398942,0.00018550863,0.0004446594,0.020032467,0.0002630778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017125493,0.00073664275,0.00009265336,0.00027761506,0.000031551903,0.000021285532,0.0032502783,2.574653e-7,0.000009413691,0.03914434,0.89352244,0.06274228],"study_design_scores_gemma":[0.0002867023,0.0005118335,0.00013269209,0.0026690532,0.000007663942,4.972028e-8,0.0055345404,0.000003508567,0.000008403315,0.28763598,0.70303506,0.00017450417],"about_ca_topic_score_codex":0.009387958,"about_ca_topic_score_gemma":0.0010117684,"teacher_disagreement_score":0.2507229,"about_ca_system_score_codex":0.001219971,"about_ca_system_score_gemma":0.013108661,"threshold_uncertainty_score":0.99998987},"labels":[],"label_agreement":null},{"id":"W2047311703","doi":"10.1108/07378830610692145","title":"Qualitative research in evidence‐based practice: a valuable partnership","year":2006,"lang":"en","type":"article","venue":"Library Hi Tech","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":82,"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":"Qualitative research; Acknowledgement; Originality; Value (mathematics); General partnership; Sociology; Engineering ethics; Computer science; Social science; Political science; Engineering","score_opus":0.7236765078992278,"score_gpt":0.7039789232050604,"score_spread":0.01969758469416738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047311703","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":[0.020235872,0.0044174837,0.001442742,0.36895987,0.000111646055,0.0012351491,0.000012855648,0.00032517742,0.6032592],"genre_scores_gemma":[0.85088843,0.00092554605,0.11337012,0.001714919,0.0007306796,0.0003854715,0.000020753558,0.000059204427,0.031904895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9540476,0.041936684,0.0004010547,0.00046978972,0.0021275626,0.0010173172],"domain_scores_gemma":[0.95405704,0.045029074,0.00009644096,0.00032124546,0.00030539383,0.00019079547],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.058148637,0.00012727227,0.00022724015,0.0005140037,0.000705361,0.00035225466,0.0006189223,0.00025791244,0.0005904082],"category_scores_gemma":[0.017434968,0.00011943153,0.000073821946,0.0033408552,0.0017692924,0.0037930587,0.00013267396,0.0012805255,0.00016346738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020854604,0.00024880897,0.0014697431,0.00008563994,0.0000072074326,0.00006911203,0.058677528,0.000015698157,0.00017184635,0.904228,0.032094404,0.0027235106],"study_design_scores_gemma":[0.00033360667,0.0001599608,0.00043962715,0.00034538403,0.0000030988729,2.869753e-7,0.12317989,0.000117706295,0.00095576484,0.55778694,0.3164898,0.0001879531],"about_ca_topic_score_codex":0.00873919,"about_ca_topic_score_gemma":0.00042526872,"teacher_disagreement_score":0.83065253,"about_ca_system_score_codex":0.00017249631,"about_ca_system_score_gemma":0.0021828068,"threshold_uncertainty_score":0.9978617},"labels":[],"label_agreement":null},{"id":"W2047590802","doi":"10.1177/1077800408318318","title":"Conspicuous Invisibility","year":2008,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":169,"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":"Invisibility; Ethnography; Sociology; Identity (music); Subject (documents); Negotiation; Data collection; Epistemology; Aesthetics; Gender studies; Computer science; Social science; Anthropology; Art","score_opus":0.7061186256131418,"score_gpt":0.6547601567877362,"score_spread":0.05135846882540551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047590802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8303173,0.0006686835,0.033503193,0.020730285,0.000808048,0.0006412591,0.000036881735,0.00028211137,0.11301223],"genre_scores_gemma":[0.9715863,0.00041460054,0.021554561,0.0011093675,0.00053343526,0.000049623137,0.00000748118,0.00001860104,0.004726014],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98175895,0.015972113,0.00036827778,0.00036896844,0.000965419,0.00056624156],"domain_scores_gemma":[0.99029356,0.008399596,0.000113810616,0.00027210565,0.00060486014,0.0003160391],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.019000981,0.00013790686,0.0002785136,0.0001085951,0.0013245126,0.000035175548,0.00030428258,0.00016975706,0.0005997588],"category_scores_gemma":[0.01614687,0.0001278347,0.00012175133,0.0005554411,0.009664782,0.0003421229,0.00006645156,0.00046321272,0.00037040975],"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":[0.000020703697,0.00005746064,0.00047893715,0.00001314001,0.000017676215,0.000014948905,0.67466414,4.296153e-7,0.00007878255,0.3186082,0.0043287845,0.0017168324],"study_design_scores_gemma":[0.0003376262,0.00015065524,0.002416349,0.00002227448,0.000004545101,0.0000020362543,0.6339527,0.000005205305,0.00018106982,0.2440777,0.11857252,0.0002773509],"about_ca_topic_score_codex":0.0029947602,"about_ca_topic_score_gemma":0.00041369096,"teacher_disagreement_score":0.14126901,"about_ca_system_score_codex":0.00018584677,"about_ca_system_score_gemma":0.0007263835,"threshold_uncertainty_score":0.9999756},"labels":[],"label_agreement":null},{"id":"W2048310586","doi":"10.1177/1468794103003001770","title":"Exposing failures, unsettling accommodations: tensions in interview practice","year":2003,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Interview; Conceptualization; Vulnerability (computing); Qualitative research; Sociology; Power (physics); Semi-structured interview; Psychology; Politics; Social psychology; Engineering ethics; Social science; Law; Political science; Engineering","score_opus":0.8056848262636709,"score_gpt":0.7474369098650276,"score_spread":0.05824791639864324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048310586","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":[0.019597493,0.011737861,0.10274156,0.3727119,0.0004595836,0.0034391922,0.00005460418,0.00020935485,0.48904845],"genre_scores_gemma":[0.7206181,0.006140584,0.26650792,0.0011854831,0.00024100445,0.0005313835,0.00002439236,0.00008557787,0.00466554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.8417981,0.1530742,0.0006599706,0.0005703168,0.002547909,0.0013494615],"domain_scores_gemma":[0.918616,0.07773522,0.00012711005,0.00039571684,0.0027627044,0.00036324753],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.21176094,0.00015509008,0.0003185078,0.0007705905,0.0017211785,0.00033747507,0.0004932827,0.00020085489,0.00039729007],"category_scores_gemma":[0.22876991,0.00014705026,0.00009387009,0.0032028516,0.0023288655,0.0010762386,0.00013283934,0.0021020633,0.00024216186],"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":[0.000016406188,0.0001330835,0.000025280677,0.00003827908,0.000017464383,0.000015652522,0.35235906,0.000003581611,0.00019490287,0.6402379,0.0011319898,0.005826354],"study_design_scores_gemma":[0.00020241833,0.00007004029,0.000034667766,0.00021093417,0.000002508395,9.939929e-7,0.56375676,0.000016508506,0.00010939659,0.16277285,0.2726983,0.00012459031],"about_ca_topic_score_codex":0.007594275,"about_ca_topic_score_gemma":0.0034607048,"teacher_disagreement_score":0.70102066,"about_ca_system_score_codex":0.0006278312,"about_ca_system_score_gemma":0.0015343885,"threshold_uncertainty_score":0.9995784},"labels":[],"label_agreement":null},{"id":"W2048837195","doi":"10.1177/0193945909351298","title":"Grounded Theory and Feminist Inquiry: Revitalizing Links to the Past","year":2009,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":83,"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":"Grounded theory; Sociology; Feminist theory; Feminist philosophy; Perspective (graphical); Constructivist grounded theory; Epistemology; Empirical research; Underpinning; Feminism; Qualitative research; Gender studies; Social science; Computer science","score_opus":0.4868529207992411,"score_gpt":0.639280846228063,"score_spread":0.15242792542882194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048837195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4937222,0.0046561137,0.015124804,0.4513023,0.0007880831,0.00063101965,0.0000030574627,0.000023208406,0.03374923],"genre_scores_gemma":[0.9941101,0.0005381154,0.0020012977,0.00079030666,0.001711702,0.0000017419267,1.7297864e-7,0.000011059233,0.00083551183],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9852963,0.011747843,0.00034806054,0.00016455485,0.0018205151,0.00062273233],"domain_scores_gemma":[0.9929218,0.005520121,0.00011763399,0.00018446587,0.00083158765,0.00042434683],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.081171386,0.00008670178,0.00021424897,0.00028935206,0.0014176365,0.00064541143,0.000622732,0.00015048234,0.000011475068],"category_scores_gemma":[0.007599819,0.0000573374,0.000070283146,0.0006822965,0.001971057,0.00024504584,0.000050628056,0.0018846802,0.000011957569],"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":[0.0003725919,0.00014666704,0.00109528,0.00001821714,0.000020645915,0.0000452309,0.3964168,0.0000017415751,0.0005275388,0.15125115,0.005846803,0.44425732],"study_design_scores_gemma":[0.0005360399,0.0018532585,0.020820415,0.002303517,0.00002044003,0.00008984886,0.3171695,0.0000033309016,0.00006935418,0.5585178,0.09840944,0.00020704366],"about_ca_topic_score_codex":0.000032585303,"about_ca_topic_score_gemma":0.000028340808,"teacher_disagreement_score":0.5003879,"about_ca_system_score_codex":0.0002591788,"about_ca_system_score_gemma":0.00034210488,"threshold_uncertainty_score":0.9998824},"labels":[],"label_agreement":null},{"id":"W2050898615","doi":"10.1177/1468794113509261","title":"Advocating beyond the academy: dilemmas of communicating relevant research results","year":2013,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":33,"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; McGill University","funders":"","keywords":"Craft; Sociology; Public relations; Participatory action research; Indigenous; Citizen journalism; Work (physics); Community-based participatory research; Political science; Media studies; Law","score_opus":0.775037321702685,"score_gpt":0.7288378966725597,"score_spread":0.04619942503012531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050898615","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":[0.17231013,0.0030193692,0.000579227,0.39233384,0.00011642437,0.004105367,0.00010481202,0.00010439695,0.42732644],"genre_scores_gemma":[0.965415,0.002170161,0.021552801,0.00019035107,0.0003657469,0.00070268434,0.0000147980545,0.000054922133,0.009533564],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.794736,0.1935873,0.0013305095,0.00070191897,0.0072817537,0.002362467],"domain_scores_gemma":[0.7174558,0.27080727,0.0004236454,0.0013570149,0.009326788,0.0006294761],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.38993543,0.00020884634,0.0004812077,0.0006712464,0.005936413,0.00039852544,0.003075169,0.00037279748,0.00037629172],"category_scores_gemma":[0.18778296,0.00014669095,0.00016558569,0.0046005906,0.020174215,0.00063909596,0.0013355315,0.0064846333,0.000577367],"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":[0.0000602499,0.00008184066,0.00003934887,0.000076267694,0.00003992525,8.758891e-7,0.4932796,0.0000013297381,0.0024127085,0.47207648,0.0142121455,0.017719222],"study_design_scores_gemma":[0.00029119494,0.0002200018,0.0004313376,0.00017378808,0.0000022497134,2.5232583e-7,0.57357806,0.00011567557,0.0008339912,0.37695977,0.047261514,0.00013213669],"about_ca_topic_score_codex":0.044271097,"about_ca_topic_score_gemma":0.0010542772,"teacher_disagreement_score":0.7931048,"about_ca_system_score_codex":0.0004792092,"about_ca_system_score_gemma":0.001621564,"threshold_uncertainty_score":0.99580747},"labels":[],"label_agreement":null},{"id":"W2052860698","doi":"10.1177/1468794107082305","title":"Negotiating the politics of identity in an interdisciplinary research team","year":2007,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":94,"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; University of Toronto","funders":"","keywords":"Negotiation; Sociology; Identity (music); Politics; Socialization; Ideology; Qualitative research; Narrative; Power (physics); Public relations; Social science; Political science","score_opus":0.7115118991827734,"score_gpt":0.7857387431437663,"score_spread":0.074226843960993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052860698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88825876,0.0009154489,0.005724898,0.011013979,0.0001542276,0.0011629092,0.00002668385,0.00002809572,0.09271499],"genre_scores_gemma":[0.9936415,0.00016648238,0.0033839236,0.000025411213,0.0003782754,0.00005260291,0.000004926359,0.00002497018,0.0023218854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.8483531,0.1382992,0.001188265,0.00071270106,0.008367985,0.0030787901],"domain_scores_gemma":[0.9063751,0.0870172,0.0001389652,0.0006294898,0.0053430945,0.0004961419],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.46464443,0.00013484065,0.00032701957,0.0012705305,0.0034361507,0.00029116342,0.0015521933,0.00024570333,0.00010589639],"category_scores_gemma":[0.04797972,0.00010389985,0.0000918894,0.005421595,0.012342132,0.0010238439,0.0010596626,0.0035191197,0.00005310704],"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":[0.00005251525,0.00015510085,0.0010131671,0.00004829605,0.000009385735,0.0000070701863,0.4874497,0.00000329729,0.00049623585,0.5080794,0.0003429822,0.0023428244],"study_design_scores_gemma":[0.00014049848,0.00029666052,0.004393908,0.00007790398,8.699822e-7,2.0759268e-7,0.6239853,0.000079041994,0.00018624097,0.36951697,0.0012449019,0.00007751069],"about_ca_topic_score_codex":0.02156805,"about_ca_topic_score_gemma":0.028141255,"teacher_disagreement_score":0.41666472,"about_ca_system_score_codex":0.0008262231,"about_ca_system_score_gemma":0.0013944007,"threshold_uncertainty_score":0.9987798},"labels":[],"label_agreement":null},{"id":"W2053888554","doi":"10.1177/1468794109348680","title":"Institutional ethnography, autoethnography, and narrative: an argument for incorporating multiple methodologies","year":2010,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":177,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Autoethnography; Sociology; Argument (complex analysis); Ethnography; Context (archaeology); Narrative; Institution; Epistemology; Reflexivity; Narrative inquiry; Engineering ethics; Social science; Anthropology","score_opus":0.6951726244112297,"score_gpt":0.6988167302744593,"score_spread":0.0036441058632296075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053888554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8414897,0.0005348596,0.12184982,0.023904406,0.00052548904,0.0029484436,0.00021463864,0.00024585528,0.008286798],"genre_scores_gemma":[0.5487102,0.00011490092,0.4500283,0.00006670485,0.00026016744,0.00056154566,0.00002816053,0.00001992067,0.00021006238],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9614663,0.034319334,0.00048477226,0.0007368775,0.0018943115,0.001098404],"domain_scores_gemma":[0.9458626,0.050485224,0.00014638207,0.00032903353,0.0026065616,0.00057018816],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14523281,0.00022074694,0.00038020825,0.0007926196,0.006141481,0.0003751279,0.0005709986,0.00037718003,0.000083872386],"category_scores_gemma":[0.06476323,0.0001950058,0.00014723762,0.0015775285,0.015338254,0.00088287453,0.0002065947,0.002070921,0.0000061592696],"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":[0.000097564494,0.00008219804,0.00049228425,0.00006094457,0.0000433447,0.0000015794052,0.4192478,0.0000018595073,0.008751115,0.54944646,0.00021453238,0.021560317],"study_design_scores_gemma":[0.00043134997,0.00043573667,0.0008967783,0.000026741605,0.0000037257798,4.3887368e-7,0.5132677,0.0002354131,0.0007505797,0.47101128,0.012740652,0.00019960855],"about_ca_topic_score_codex":0.003390547,"about_ca_topic_score_gemma":0.009749649,"teacher_disagreement_score":0.3281785,"about_ca_system_score_codex":0.00009172262,"about_ca_system_score_gemma":0.0010906572,"threshold_uncertainty_score":0.9951524},"labels":[],"label_agreement":null},{"id":"W2056029434","doi":"10.1080/17457823.2013.792675","title":"Ethnographic locations: the geographies of feminist post-structural ethnography","year":2013,"lang":"en","type":"article","venue":"Ethnography & Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":27,"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":"Ethnography; Sociology; Anthropology; Gender studies","score_opus":0.08719224633319407,"score_gpt":0.46306544718207454,"score_spread":0.3758732008488805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056029434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9127857,0.008579741,0.0004526039,0.04832529,0.0015044197,0.002036562,0.000037935617,0.00020078517,0.026076948],"genre_scores_gemma":[0.9897321,0.0018205518,0.0063401144,0.0010066939,0.00031071497,0.0004513367,0.000038966115,0.000026663638,0.0002728608],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942963,0.002958039,0.00060839986,0.00039097547,0.0010992413,0.0006470109],"domain_scores_gemma":[0.9946548,0.002133412,0.00039272185,0.0006599612,0.0018883072,0.00027083373],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0056603947,0.00024998962,0.00028385755,0.0012949788,0.002297121,0.00025768203,0.0008913368,0.0002963707,0.00036988],"category_scores_gemma":[0.0012490886,0.00018848905,0.0005261007,0.005378915,0.00746818,0.0006497869,0.00005118173,0.00078692136,0.000030021933],"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":[0.000023957406,0.00033014602,0.11188941,0.00018163284,0.00027208673,1.9068929e-7,0.38569093,0.000003515468,0.0012585653,0.3364957,0.009370429,0.15448344],"study_design_scores_gemma":[0.00019553267,0.00016738642,0.23789135,0.00013337964,0.00007255719,0.0000010158473,0.49877518,0.000012975325,0.0003035374,0.19657062,0.065445624,0.0004308416],"about_ca_topic_score_codex":0.02649987,"about_ca_topic_score_gemma":0.002887045,"teacher_disagreement_score":0.1540526,"about_ca_system_score_codex":0.000026189302,"about_ca_system_score_gemma":0.0009257811,"threshold_uncertainty_score":0.99900174},"labels":[],"label_agreement":null},{"id":"W2056753130","doi":"10.1080/01459740601021160","title":"Risk, Citizenship, and Public Discourse: Coeval Dialogues on War and Health in Vancouver's Downtown Eastside<sup>1</sup>","year":2006,"lang":"en","type":"article","venue":"Medical Anthropology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"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":"Downtown; Citizenship; Context (archaeology); State (computer science); Politics; Sociology; Gender studies; Public health; Political science; Media studies; Law; Medicine; History; Nursing","score_opus":0.12152101619350696,"score_gpt":0.4919489900153755,"score_spread":0.37042797382186854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056753130","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":[0.33947235,0.004115413,0.003378733,0.63908744,0.0006551998,0.0005070021,0.00008487821,0.00009262959,0.012606346],"genre_scores_gemma":[0.9863607,0.010364133,0.00079869817,0.0015540196,0.00061968825,0.000017829607,0.000014717416,0.0000135403025,0.0002566203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99080133,0.0066085323,0.00038875928,0.00044210968,0.00084459013,0.0009146772],"domain_scores_gemma":[0.9958576,0.0031984465,0.000108431515,0.00013223535,0.000077605975,0.0006257008],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0125131365,0.00015915315,0.0004542148,0.00017586585,0.00094168755,0.000042128122,0.00020370744,0.00034734333,0.001238427],"category_scores_gemma":[0.0074747116,0.00012313569,0.00004055885,0.0003131902,0.014833527,0.00009342364,0.00012055327,0.001007456,0.000012482765],"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":[0.00010093577,0.0004928924,0.118427195,0.00009903047,0.000050881154,0.00014141157,0.034912243,0.0000049793334,0.0000020613597,0.48911974,0.08869899,0.26794964],"study_design_scores_gemma":[0.0031620846,0.0016827801,0.06392402,0.00021354709,0.000016698163,0.000015591757,0.16110604,0.0013011823,0.0000074012723,0.6876089,0.08032879,0.0006329936],"about_ca_topic_score_codex":0.08113805,"about_ca_topic_score_gemma":0.18908195,"teacher_disagreement_score":0.64688843,"about_ca_system_score_codex":0.00013530154,"about_ca_system_score_gemma":0.00074953376,"threshold_uncertainty_score":0.99967456},"labels":[],"label_agreement":null},{"id":"W2057595148","doi":"10.1177/0959353510371367","title":"Telling stories without the words: ‘Tightrope talk’ in women’s accounts of coming to live well after rape or depression","year":2010,"lang":"en","type":"article","venue":"Feminism & Psychology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas University","funders":"","keywords":"Narrative; Agency (philosophy); Context (archaeology); Blame; Sociology; Negotiation; Meaning (existential); Power (physics); Gender studies; Hegemony; Patriarchy; Psychology; Aesthetics; Social psychology; Linguistics; Politics; Social science; Political science; History; Law","score_opus":0.10640230255447,"score_gpt":0.5190811132674801,"score_spread":0.41267881071301005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057595148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97863704,0.00014393512,0.0008669781,0.0039915037,0.00096812955,0.00038542587,0.0000074066807,0.000019622277,0.014979935],"genre_scores_gemma":[0.98790145,0.00023650567,0.008534496,0.0015573214,0.00028676368,0.00018102769,5.5726673e-7,0.000017453829,0.001284399],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99661463,0.001643299,0.0003450407,0.00035748674,0.00044642616,0.00059312285],"domain_scores_gemma":[0.99699557,0.0021848176,0.0001352124,0.0003637496,0.0001557598,0.00016489407],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0078067537,0.00013514684,0.00029415044,0.00014731631,0.00028460985,0.00005013719,0.0005606025,0.00028346476,0.0012529808],"category_scores_gemma":[0.0017667181,0.00008653274,0.0000450968,0.000428644,0.0011725047,0.00012879832,0.00011341587,0.00089294225,0.00007032761],"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":[0.0011352788,0.00014217144,0.023320656,0.00002433653,0.000023733282,0.000022511014,0.93945503,0.0000015118019,0.0066770557,0.0026734113,0.0006181883,0.025906118],"study_design_scores_gemma":[0.0013337833,0.0005794859,0.06455963,0.00027691087,0.000014739309,0.000006400686,0.3283215,0.00001747508,0.0014198937,0.039827004,0.5631027,0.00054045446],"about_ca_topic_score_codex":0.00076186215,"about_ca_topic_score_gemma":0.0048748483,"teacher_disagreement_score":0.6111335,"about_ca_system_score_codex":0.000070572714,"about_ca_system_score_gemma":0.00019377853,"threshold_uncertainty_score":0.99966},"labels":[],"label_agreement":null},{"id":"W2059005855","doi":"10.1525/jer.2006.1.2.59","title":"Anthropological Research in Light of Research-Ethics Review: Canadian Master's Theses, 1995–2004","year":2006,"lang":"en","type":"article","venue":"Journal of Empirical Research on Human Research Ethics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":14,"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","funders":"","keywords":"Research ethics; Ethnography; Sociology; Social research; Social science; Engineering ethics; Library science; Anthropology","score_opus":0.9334926938063701,"score_gpt":0.7803664192839562,"score_spread":0.1531262745224139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059005855","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":[0.028395051,0.032696877,0.00004733552,0.7113558,0.00034781618,0.0031347973,0.000074888354,0.00003661333,0.22391081],"genre_scores_gemma":[0.84609824,0.1369618,0.0018718295,0.0013180336,0.0033321648,0.00021260288,0.000019929312,0.00018132207,0.010004063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.6166519,0.317501,0.0036406426,0.0016145743,0.05209222,0.008499638],"domain_scores_gemma":[0.7020255,0.23842506,0.00053393445,0.001923591,0.053103942,0.003987983],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.7190021,0.0004975698,0.0016981973,0.013036774,0.010020893,0.00094359176,0.0061316215,0.0032821456,0.0013992856],"category_scores_gemma":[0.39359912,0.0003952702,0.0005951803,0.018351996,0.044733346,0.0008007081,0.0014557808,0.09514805,0.00031545016],"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":true,"study_design_scores_codex":[0.0007367853,0.0020103129,0.003457035,0.0024631014,0.00008718751,0.0024327517,0.02989151,0.000022014621,0.0008876371,0.6956492,0.26004717,0.0023152826],"study_design_scores_gemma":[0.00073933665,0.0040508094,0.0021779372,0.008071445,0.0000059735416,0.000013851406,0.035002988,0.000013332033,0.00042064086,0.36433345,0.58484685,0.00032337115],"about_ca_topic_score_codex":0.35319358,"about_ca_topic_score_gemma":0.48240566,"teacher_disagreement_score":0.8177032,"about_ca_system_score_codex":0.0075110956,"about_ca_system_score_gemma":0.047637597,"threshold_uncertainty_score":0.9998499},"labels":[],"label_agreement":null},{"id":"W2059060832","doi":"10.7748/nr2002.04.9.3.7.c6186","title":"<i>Toward a post-colonial feminist methodology in nursing research: Exploring the convergence of post-colonial and black feminist scholarship</i>","year":2002,"lang":"en","type":"review","venue":"Nurse Researcher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":110,"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":"Scholarship; Colonialism; Convergence (economics); Sociology; Gender studies; Feminism; Feminist theory; Political science; Economic growth; Law","score_opus":0.8082119294458003,"score_gpt":0.6417516859348545,"score_spread":0.1664602435109458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059060832","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":[0.003133437,0.9521643,0.000031053056,0.01594257,0.0006840075,0.00403689,0.00026473863,0.000057119498,0.02368591],"genre_scores_gemma":[0.0026835513,0.9912853,0.0028518117,0.000090368885,0.0006756545,0.00062981,0.000017462542,0.00012321396,0.0016428157],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9012609,0.08906069,0.0014782654,0.0013526595,0.004106724,0.00274072],"domain_scores_gemma":[0.9544821,0.04154642,0.00044080068,0.00092872896,0.0018184575,0.00078354083],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.11219067,0.00058925676,0.0022245026,0.001298971,0.0014893614,0.0004765906,0.0025274965,0.0012712082,0.0003883868],"category_scores_gemma":[0.06534569,0.00045177992,0.0005348101,0.003644435,0.0223303,0.00040056344,0.00051896926,0.00850882,0.00015254025],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025463547,0.0003082105,0.00006669139,0.004563837,0.00010659648,0.00013700477,0.18145017,1.9294063e-7,0.000030627165,0.07132133,0.00066168624,0.741099],"study_design_scores_gemma":[0.00055425137,0.0008281652,0.00025570887,0.01399244,0.00011990669,0.00002881347,0.051518284,0.000008147381,0.000015032618,0.01696405,0.915088,0.0006272018],"about_ca_topic_score_codex":0.0062947664,"about_ca_topic_score_gemma":0.0022246132,"teacher_disagreement_score":0.9144263,"about_ca_system_score_codex":0.0012615283,"about_ca_system_score_gemma":0.004897079,"threshold_uncertainty_score":0.9998106},"labels":[],"label_agreement":null},{"id":"W2059360085","doi":"10.1177/1077800413513735","title":"A Slice of Diversity","year":2014,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Poetry; Sociology; Embodied cognition; Reflexivity; Ethnography; Privilege (computing); Representation (politics); Diversity (politics); Perspective (graphical); Autoethnography; Space (punctuation); Identity (music); Emic and etic; Aesthetics; Gender studies; Epistemology; Literature; Anthropology; Linguistics; Visual arts; Art; Philosophy; Politics; Computer science","score_opus":0.580486569859312,"score_gpt":0.6285297741055547,"score_spread":0.04804320424624264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059360085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5610243,0.00018894738,0.2264996,0.011380367,0.00062928454,0.00039052358,0.000027977832,0.0001088277,0.19975019],"genre_scores_gemma":[0.9822806,0.000056624285,0.015783023,0.0003187941,0.00023269623,0.000006402105,0.0000021063033,0.0000069816133,0.0013127429],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9842334,0.014268194,0.000221867,0.00018780338,0.00078666524,0.00030206612],"domain_scores_gemma":[0.9898801,0.009158932,0.00013777461,0.0001598658,0.0005094557,0.00015388355],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02613247,0.00007843535,0.00021897694,0.00009299446,0.0006796379,0.000017260987,0.00031905549,0.00010139169,0.00021298237],"category_scores_gemma":[0.012763355,0.00007374163,0.00009041059,0.0003870917,0.0033319772,0.00020423051,0.0002039841,0.00021682242,0.000058662878],"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":[0.000013378012,0.000023589964,0.00022920039,0.000021499043,0.00001267517,2.0907072e-7,0.5234597,4.5431688e-7,0.0001090807,0.47183412,0.0007355132,0.003560591],"study_design_scores_gemma":[0.00022361458,0.0001494584,0.0011988985,0.00003260878,0.000007169744,4.8030493e-8,0.6119901,0.0000139877075,0.00024540783,0.34586626,0.04014469,0.0001277777],"about_ca_topic_score_codex":0.0035007447,"about_ca_topic_score_gemma":0.00033368295,"teacher_disagreement_score":0.42125633,"about_ca_system_score_codex":0.000059679795,"about_ca_system_score_gemma":0.0001276531,"threshold_uncertainty_score":0.9993804},"labels":[],"label_agreement":null},{"id":"W2061189406","doi":"10.1111/nin.12068","title":"The ethical tightrope: politics of intimacy and <i>consensual</i> method in sexuality research","year":2014,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Ottawa","funders":"","keywords":"Human sexuality; Sociology; Politics; Qualitative research; Perspective (graphical); Queer; Ethnography; Field (mathematics); Gender studies; Queer theory; Epistemology; Social psychology; Psychology; Social science; Political science; Anthropology; Law","score_opus":0.42080781759279984,"score_gpt":0.6466891912884503,"score_spread":0.22588137369565042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061189406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44017208,0.0018278976,0.077703655,0.3820393,0.001504071,0.0009767378,0.000011355568,0.00008852365,0.09567638],"genre_scores_gemma":[0.9359382,0.0004950789,0.061174825,0.00058362586,0.0007645982,0.00001383337,0.0000012572656,0.00002201137,0.0010065623],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9638794,0.033615556,0.00036051823,0.00027175236,0.0011595709,0.00071317167],"domain_scores_gemma":[0.9689237,0.02998406,0.00007006417,0.00027460617,0.00055263477,0.00019491694],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.089922994,0.00008053928,0.00021948034,0.00013297811,0.0012130145,0.000110093664,0.0003034968,0.0003232148,0.000008722354],"category_scores_gemma":[0.029513627,0.000060010017,0.000034461806,0.00059257675,0.011356183,0.0000698875,0.000077303805,0.0018368877,0.0000041198473],"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":[0.000026036596,0.000047041216,0.0005591241,0.00003020711,0.0000049264986,7.5387896e-7,0.112975135,8.040664e-7,0.0005564969,0.8179967,0.0017333454,0.06606946],"study_design_scores_gemma":[0.00031669138,0.00015660866,0.0050089094,0.00021728183,0.000005349096,0.0000013318066,0.08440199,0.00050683925,0.0005759739,0.82210636,0.086571895,0.000130746],"about_ca_topic_score_codex":0.0021273445,"about_ca_topic_score_gemma":0.00035972393,"teacher_disagreement_score":0.49576613,"about_ca_system_score_codex":0.00015593192,"about_ca_system_score_gemma":0.00047102725,"threshold_uncertainty_score":0.9913343},"labels":[],"label_agreement":null},{"id":"W2062495686","doi":"10.7748/nr2013.03.20.4.36.e305","title":"The use of focused ethnography in nursing research","year":2013,"lang":"en","type":"article","venue":"Nurse Researcher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":450,"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":"Ethnography; Nursing research; Context (archaeology); Sociology; Nursing; Health care; Engineering ethics; Psychology; Medicine; Anthropology; Political science","score_opus":0.7054388607089532,"score_gpt":0.6589712286319036,"score_spread":0.046467632077049625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062495686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5740764,0.0024271344,0.0006240895,0.17915097,0.00025365295,0.0036506034,0.0000115365165,0.00007658612,0.23972903],"genre_scores_gemma":[0.9627377,0.0033277702,0.015402446,0.000080472506,0.0002845132,0.00047909896,0.000002594461,0.000061032002,0.017624402],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97485477,0.020427747,0.00032005445,0.00026776703,0.0028051133,0.0013245281],"domain_scores_gemma":[0.9783604,0.019129675,0.000049064576,0.00044429215,0.0017075433,0.00030901612],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04104552,0.0000857493,0.00017096166,0.00052597065,0.0010902119,0.0003866069,0.00069575536,0.00021518726,0.0002887114],"category_scores_gemma":[0.02231174,0.00005945375,0.000094725605,0.0028347592,0.00934264,0.0005023238,0.000062896754,0.0017326244,0.00009698552],"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":[0.00007745041,0.00021413973,0.004007616,0.000021341788,0.000016233394,0.0000037208827,0.07537602,0.0000029846733,0.0010140418,0.27335608,0.032270566,0.6136398],"study_design_scores_gemma":[0.000627996,0.0002472575,0.05380654,0.00055426056,0.0000026638063,2.0524146e-7,0.13823113,0.00046559676,0.0004637105,0.60263914,0.20273355,0.00022794108],"about_ca_topic_score_codex":0.024009459,"about_ca_topic_score_gemma":0.0033571974,"teacher_disagreement_score":0.61341184,"about_ca_system_score_codex":0.0002552842,"about_ca_system_score_gemma":0.00070700154,"threshold_uncertainty_score":0.99335337},"labels":[],"label_agreement":null},{"id":"W2062941493","doi":"10.1503/cmaj.1050006","title":"The ethics of research involving Canada's Aboriginal populations","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Participatory action research; Research ethics; Action (physics); Citizen journalism; Data science; Sociology; Engineering ethics; Computer science; World Wide Web; Anthropology","score_opus":0.23461426907116265,"score_gpt":0.5740175850519474,"score_spread":0.33940331598078477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062941493","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":[0.017039798,0.00093768386,0.00016961514,0.95744413,0.0008189462,0.00011006163,0.00001867338,0.0000063288726,0.023454757],"genre_scores_gemma":[0.9598671,0.007488296,0.0042647994,0.009317122,0.009210811,0.0000146511675,0.0000049398413,0.000025617686,0.009806621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9832554,0.008909753,0.00041650247,0.00009360671,0.0065011852,0.00082358636],"domain_scores_gemma":[0.9841024,0.010537106,0.00016868423,0.000090321904,0.0034882894,0.0016131523],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.096114315,0.00005260099,0.0001137331,0.00014124837,0.004959986,0.00018506958,0.00050897856,0.0003789875,0.00087595783],"category_scores_gemma":[0.09249232,0.00004121269,0.00004932258,0.00068819633,0.00067352393,0.00013870602,0.000013489395,0.004163186,0.000013719422],"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":true,"study_design_scores_codex":[0.0000035386477,0.000010867695,0.017239997,0.0000066114403,0.000033704317,0.000026240137,0.020017393,0.0000107353235,0.0000032068983,0.7071905,0.21951917,0.035938],"study_design_scores_gemma":[0.000086709784,0.000009634474,0.005057468,0.000041010273,0.0000022670577,0.0000026101404,0.016787477,0.00009027821,0.0000028119593,0.012946522,0.9649258,0.000047363385],"about_ca_topic_score_codex":0.9509295,"about_ca_topic_score_gemma":0.99971306,"teacher_disagreement_score":0.94812703,"about_ca_system_score_codex":0.0040558763,"about_ca_system_score_gemma":0.09201334,"threshold_uncertainty_score":0.99976736},"labels":[],"label_agreement":null},{"id":"W2063288048","doi":"10.1177/1468794113481795","title":"Popularizing ethnography: reflections on writing for popular audiences in magazines and blogs","year":2013,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":13,"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":"Ethnography; Sociology; Media studies; Popular media; Anthropology","score_opus":0.7688613729027349,"score_gpt":0.7343597915147355,"score_spread":0.034501581387999414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063288048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80016154,0.0014687172,0.0052704783,0.09926811,0.000188186,0.0038178766,0.000044008862,0.00012315276,0.08965794],"genre_scores_gemma":[0.9329277,0.0010083797,0.0611219,0.00026515799,0.0002576769,0.0012990347,0.0000095082305,0.000033490287,0.0030771506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9803034,0.016381273,0.00041750175,0.00051365624,0.0012713317,0.0011128422],"domain_scores_gemma":[0.98003525,0.018224435,0.00007221316,0.00017197418,0.0012262685,0.00026986623],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05411267,0.00014206274,0.00027895832,0.000903417,0.002129748,0.00032120143,0.00030185672,0.00018625362,0.000055410055],"category_scores_gemma":[0.022253366,0.00012711025,0.00008493322,0.002314628,0.0030642098,0.0004814555,0.00008947861,0.0010322091,0.00003925873],"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":[0.000028281293,0.00007557122,0.001583002,0.000080062266,0.000019099763,0.0000020791413,0.39577153,0.0000012591229,0.0012604614,0.582931,0.00090073264,0.017346933],"study_design_scores_gemma":[0.00022969714,0.00034120955,0.0027820917,0.00013761122,0.0000016122393,1.6585867e-7,0.5534308,0.000040237057,0.000049046437,0.43376377,0.009083672,0.00014009271],"about_ca_topic_score_codex":0.030129785,"about_ca_topic_score_gemma":0.011227384,"teacher_disagreement_score":0.15765925,"about_ca_system_score_codex":0.0001790301,"about_ca_system_score_gemma":0.00025240815,"threshold_uncertainty_score":0.99964887},"labels":[],"label_agreement":null},{"id":"W2065452010","doi":"10.1177/1367877911416884","title":"Becoming visible, being heard? Community interpretations of first-person stories about living with HIV/AIDS in Quebec daily newspapers","year":2011,"lang":"en","type":"article","venue":"International Journal of Cultural Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"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; Université du Québec à Montréal","funders":"","keywords":"Newspaper; Storytelling; Solidarity; Gender studies; Active listening; Sociology; Human immunodeficiency virus (HIV); Media studies; Narrative; Medicine; Political science; Politics; Family medicine","score_opus":0.2500880652240631,"score_gpt":0.4925785599532032,"score_spread":0.24249049472914008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065452010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98312634,0.0011014957,0.0010601033,0.0047906856,0.00041260116,0.000091161084,0.000006240899,0.000009792053,0.009401604],"genre_scores_gemma":[0.9838929,0.0010931616,0.014028454,0.00006501968,0.0001296206,0.0000042715383,6.5309524e-7,0.0000061604183,0.0007797377],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970794,0.0014245777,0.00043437694,0.00007990242,0.00078862655,0.0001931419],"domain_scores_gemma":[0.99481624,0.0025470837,0.00039529373,0.00006081359,0.0021094307,0.00007112244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039006216,0.000109752706,0.00031079073,0.00019131572,0.00046991956,0.00008179731,0.0004837642,0.000048515954,0.000046352314],"category_scores_gemma":[0.0056923507,0.00007570606,0.00011034217,0.00023124348,0.0010888116,0.0009540206,0.00009307744,0.00058454846,0.0000010171699],"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":[0.00008710901,0.000082579696,0.07974769,0.0000300324,0.0004451691,0.000009085395,0.9025565,0.000043499414,0.00008256825,0.013258173,0.00018683329,0.003470803],"study_design_scores_gemma":[0.0003208308,0.00021809815,0.052397855,0.0014809564,0.000022828144,0.0000041798744,0.94213766,0.000013012589,0.00010338995,0.0019975537,0.0011978379,0.000105777115],"about_ca_topic_score_codex":0.04907203,"about_ca_topic_score_gemma":0.20719264,"teacher_disagreement_score":0.15812062,"about_ca_system_score_codex":0.00040009827,"about_ca_system_score_gemma":0.00015748442,"threshold_uncertainty_score":0.95726025},"labels":[],"label_agreement":null},{"id":"W2065557664","doi":"10.5167/uzh-110539","title":"The stickiness of emotions in the field: complicating feminist methodologies","year":2015,"lang":"en","type":"article","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Reflexivity; Power (physics); Field (mathematics); Sociology; Epistemology; Politics; Empirical research; Social psychology; Psychology; Social science; Political science","score_opus":0.303666891280366,"score_gpt":0.48997655407529694,"score_spread":0.18630966279493094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065557664","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":[0.30796474,0.00065176847,0.1376769,0.05485906,0.00027697437,0.0014911807,0.000041391944,0.000031385225,0.4970066],"genre_scores_gemma":[0.9122278,0.00029902416,0.08619447,0.00010411025,0.00004340971,0.00000190893,0.0000021947903,0.0000041061517,0.0011229416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9899901,0.009298039,0.00012218152,0.00014233073,0.00028331493,0.00016399911],"domain_scores_gemma":[0.97547436,0.023937766,0.00016312022,0.00020180148,0.00015361074,0.00006932594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014007738,0.000056140278,0.00016535449,0.000047313813,0.001288433,0.00007230623,0.0009758163,0.000044143115,0.0000030610279],"category_scores_gemma":[0.003301256,0.00004026241,0.00003915857,0.00030560762,0.0016066016,0.00014530672,0.0003933358,0.00023209855,6.7810333e-7],"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":[0.0002358624,0.00013211658,0.013439813,0.00006940575,0.00006490973,0.000026435046,0.33872306,0.000026293385,0.00086736644,0.61980796,0.012177641,0.014429117],"study_design_scores_gemma":[0.00042406312,0.00026073883,0.058825307,0.00008220829,0.000028775934,0.000004713845,0.7330991,0.00012993084,0.00008575093,0.13669237,0.07023654,0.00013050552],"about_ca_topic_score_codex":0.008043087,"about_ca_topic_score_gemma":0.0018124111,"teacher_disagreement_score":0.60426307,"about_ca_system_score_codex":0.000016331453,"about_ca_system_score_gemma":0.00019715333,"threshold_uncertainty_score":0.99856246},"labels":[],"label_agreement":null},{"id":"W2067637202","doi":"10.2174/1874434600802010058","title":"Guidelines to Support Nurse-Researchers Reflect on Role Conflict in Qualitative Interviewing","year":2008,"lang":"en","type":"article","venue":"The Open Nursing Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Interview; Qualitative research; Nursing; Psychology; Medical education; Medicine; Sociology","score_opus":0.8286742907764538,"score_gpt":0.7212396980387209,"score_spread":0.10743459273773293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067637202","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":[0.1181937,0.000906208,0.0038301183,0.39541113,0.0007952598,0.0013616894,0.000009535373,0.000032957916,0.4794594],"genre_scores_gemma":[0.8912359,0.00269047,0.05539417,0.009876177,0.001980777,0.000094956566,0.0000044271387,0.00011109492,0.03861207],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98264086,0.014550412,0.0005420904,0.00023592648,0.0012713623,0.0007593168],"domain_scores_gemma":[0.99591464,0.002611964,0.00014818416,0.0002189368,0.0006962941,0.0004099912],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05892335,0.00013318863,0.00029820035,0.00023989925,0.0019328913,0.00047048504,0.0015371548,0.000084252206,0.00041321316],"category_scores_gemma":[0.011625437,0.000091259106,0.00009816104,0.00078069017,0.001207441,0.00044342421,0.0000847304,0.0012944932,0.00010145532],"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":[0.00023438556,0.00008545516,0.000041442472,0.0000025459512,0.000021266947,0.00003475685,0.85378945,0.000045096946,0.00032422942,0.019208038,0.025882406,0.100330934],"study_design_scores_gemma":[0.00066085806,0.00085645757,0.000525124,0.0012273416,0.000006689275,0.000033623764,0.7780619,0.0000757985,0.00029717624,0.06372236,0.15429613,0.00023654227],"about_ca_topic_score_codex":0.0023120628,"about_ca_topic_score_gemma":0.00055798545,"teacher_disagreement_score":0.77304214,"about_ca_system_score_codex":0.00067604665,"about_ca_system_score_gemma":0.0012048157,"threshold_uncertainty_score":0.99936646},"labels":[],"label_agreement":null},{"id":"W2067993172","doi":"10.12927/cjnl.2011.22461","title":"Rephrasing the Question","year":2011,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Psychology; Political science; Nursing; Medicine","score_opus":0.851706796915528,"score_gpt":0.5783008486905882,"score_spread":0.2734059482249398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067993172","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":[0.012118111,0.001012852,0.032499325,0.18509758,0.001054083,0.00034313256,8.198261e-7,0.00023439509,0.7676397],"genre_scores_gemma":[0.98321444,0.000032003638,0.013083493,0.0006245488,0.00037337193,0.0000051819825,4.6195404e-7,0.000009538079,0.002656935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9955015,0.0035477262,0.000093143186,0.00012307025,0.0003801426,0.0003543989],"domain_scores_gemma":[0.99885356,0.0007900038,0.000040125946,0.00013558807,0.00009843641,0.00008225286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009555597,0.00004994617,0.000059964863,0.000037339563,0.00085675967,0.000061453924,0.00019305851,0.000090105656,0.00012706878],"category_scores_gemma":[0.0027027193,0.000036516896,0.000040201317,0.00023311724,0.0019269713,0.00014893264,0.000004554927,0.00033589068,0.000049190763],"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":[0.000013509665,0.000022717186,0.00023981999,0.0000057261145,0.000003535599,0.000001164582,0.40095428,1.2512827e-7,0.000082989376,0.5102452,0.00073127495,0.08769968],"study_design_scores_gemma":[0.00009918068,0.000060399107,0.00917212,0.00034111826,0.000013895539,0.0000015033172,0.5711316,0.000025699563,0.0005324997,0.3993027,0.019169819,0.00014945895],"about_ca_topic_score_codex":0.0010806168,"about_ca_topic_score_gemma":0.00020681474,"teacher_disagreement_score":0.97109634,"about_ca_system_score_codex":0.00011274596,"about_ca_system_score_gemma":0.00013564671,"threshold_uncertainty_score":0.7100006},"labels":[],"label_agreement":null},{"id":"W2069664535","doi":"10.1046/j.1365-2648.2003.02509.x","title":"Establishing methodological rigour in international qualitative nursing research: a case study from Ghana","year":2003,"lang":"en","type":"review","venue":"Journal of Advanced Nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":43,"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":"Rigour; Participatory action research; Qualitative research; Nursing research; Engineering ethics; Action research; Sociology; Research design; Medicine; Nursing; Social science; Pedagogy; Engineering; Epistemology","score_opus":0.858583060229904,"score_gpt":0.7646430904114534,"score_spread":0.09393996981845065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069664535","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":[0.0012160074,0.9790992,0.0095485095,0.0012453464,0.002549483,0.001061635,0.000028924438,0.000015443657,0.005235407],"genre_scores_gemma":[0.0004025937,0.8156537,0.18262924,0.00001617847,0.001079122,0.000020629373,0.000004063399,0.0000504029,0.0001440587],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.88251346,0.11080451,0.0020570215,0.0006006314,0.00304444,0.0009799224],"domain_scores_gemma":[0.9382296,0.057753686,0.0015612128,0.0002707805,0.001723896,0.00046078739],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11458065,0.00038537348,0.0023165147,0.0018107516,0.00085191475,0.0004981141,0.0010460004,0.00052409864,0.0000808439],"category_scores_gemma":[0.06653548,0.00031402925,0.00055479683,0.0022495983,0.0017535044,0.0012967653,0.00006579538,0.005829901,0.000004430606],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058951187,0.0005167544,0.0000014041514,0.00011994706,0.00009560391,0.0027424183,0.3205927,0.000007811746,9.608182e-7,0.0022050396,0.00012223684,0.6735362],"study_design_scores_gemma":[0.00048782598,0.00033802533,0.0000010044106,0.027225455,0.00012116122,0.00028940706,0.74606943,0.0000028484453,3.818387e-7,0.08173137,0.14347808,0.0002550156],"about_ca_topic_score_codex":0.0011609902,"about_ca_topic_score_gemma":0.0004219622,"teacher_disagreement_score":0.67328113,"about_ca_system_score_codex":0.00458492,"about_ca_system_score_gemma":0.0022943572,"threshold_uncertainty_score":0.99993116},"labels":[],"label_agreement":null},{"id":"W2070319147","doi":"10.1002/nha3.10382","title":"WALKING A THIN LINE: WHITE, QUEER (AUTO)ETHNOGRAPHIC ENTANGLEMENTS IN EDUCATIONAL RESEARCH","year":2010,"lang":"en","type":"article","venue":"New Horizons in Adult Education and Human Resource Development","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":14,"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":"Queer; Autoethnography; Ethnography; Sociology; Identity (music); Queer theory; Qualitative research; Human sexuality; Gender studies; Sexual identity; White (mutation); Posthumanism; Pedagogy; Aesthetics; Social science; Anthropology; Art","score_opus":0.1403936900091355,"score_gpt":0.5055019572414522,"score_spread":0.3651082672323167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070319147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93409985,0.000116803356,0.00003965365,0.017056977,0.00036969036,0.0005680481,0.000001580416,0.00002084164,0.047726557],"genre_scores_gemma":[0.9332763,0.00013369332,0.038959123,0.0005166591,0.00069736573,0.00032862386,0.00005168712,0.000028675324,0.026007853],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957718,0.0015969935,0.0004935032,0.000452372,0.0010591147,0.0006261871],"domain_scores_gemma":[0.99799055,0.0009160273,0.000085209285,0.00021543713,0.00043421588,0.00035856862],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010098908,0.00014812284,0.00017214307,0.001159787,0.0010853893,0.00023055123,0.00038312355,0.0002167016,0.00094003545],"category_scores_gemma":[0.0025113614,0.00015459485,0.000030808096,0.0012528689,0.00064606115,0.0001783152,0.000114071714,0.0014375291,0.000028477309],"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":[0.000017020764,0.0006515599,0.1522576,0.000045734458,0.000013161729,0.0000010726399,0.42744997,0.0000011929928,0.00038199092,0.3201151,0.007518142,0.09154745],"study_design_scores_gemma":[0.0006077908,0.000059944734,0.33362642,0.0002938689,0.0000024359867,9.615479e-7,0.15672262,0.0000075745106,0.0000696233,0.034724414,0.47356334,0.0003209976],"about_ca_topic_score_codex":0.00565133,"about_ca_topic_score_gemma":0.07801359,"teacher_disagreement_score":0.4660452,"about_ca_system_score_codex":0.0003368408,"about_ca_system_score_gemma":0.0039385636,"threshold_uncertainty_score":0.99997324},"labels":[],"label_agreement":null},{"id":"W2071480983","doi":"10.1080/15265160600939037","title":"Mapping Metaphors and Analogies","year":2006,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":13,"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":"Biobank; Task (project management); Umbilical cord; Psychology; Epistemology; Cognitive science; Medicine; Philosophy; Biology; Bioinformatics; Immunology; Engineering","score_opus":0.2628636840085173,"score_gpt":0.505355685229787,"score_spread":0.24249200122126974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071480983","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":[0.0033635895,0.0019328096,0.0027729052,0.988904,0.00025102764,0.000093794675,0.000017004904,0.000012537013,0.0026523152],"genre_scores_gemma":[0.012088965,0.03039581,0.046064854,0.8969685,0.011008759,0.0000063809703,0.000008766306,0.00009796924,0.0033600137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9871954,0.010100419,0.00051902083,0.00015962929,0.0015420578,0.00048349157],"domain_scores_gemma":[0.987378,0.0101066595,0.0014366247,0.0002136355,0.0007679912,0.00009707711],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.024456887,0.0001890296,0.00067774375,0.00032330333,0.00067909324,0.00021651987,0.00080471544,0.0003355833,0.000016260725],"category_scores_gemma":[0.0032204173,0.000116252806,0.0002480841,0.0007392065,0.020067343,0.00011368993,0.00010024287,0.0067629465,0.000003862184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003223517,0.000016685952,0.00020420167,0.00010858816,0.00047399558,0.00027298013,0.0706962,0.0000048337647,0.00003739422,0.010270373,0.8508272,0.067055315],"study_design_scores_gemma":[0.00006143566,0.00024004055,0.00021902434,0.00012663116,0.000059997696,0.000015781377,0.056833237,0.0000025454706,0.000008240499,0.06242344,0.8798299,0.00017976035],"about_ca_topic_score_codex":0.0065971348,"about_ca_topic_score_gemma":0.00027018404,"teacher_disagreement_score":0.09193553,"about_ca_system_score_codex":0.000104798324,"about_ca_system_score_gemma":0.00091121905,"threshold_uncertainty_score":0.9972939},"labels":[],"label_agreement":null},{"id":"W2075246727","doi":"10.1057/sth.2009.14","title":"Commentaries on the nature of social and cultural research: Interviews on HIV/AIDS with Judy Auerbach, Susan Kippax, Steven Epstein, Didier Fassin, Barry Adam and Dennis Altman","year":2009,"lang":"en","type":"article","venue":"Social Theory & Health","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Canadian Institutes of Health Research","funders":"","keywords":"Human immunodeficiency virus (HIV); Psychology; Psychoanalysis; Sociology; Social theory; Social psychology; Anthropology; Medicine; Virology","score_opus":0.2910463836247962,"score_gpt":0.5588856435555847,"score_spread":0.2678392599307885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075246727","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":[0.47208428,0.001724228,0.00009568209,0.49824682,0.00012880775,0.0014502025,0.000120493845,0.000050706483,0.026098795],"genre_scores_gemma":[0.99036455,0.00090969144,0.00038917427,0.0063415477,0.0005069578,0.000025014175,0.000011733845,0.000019733894,0.0014315954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97524434,0.022009997,0.00035103285,0.00037743777,0.0012237581,0.0007934512],"domain_scores_gemma":[0.9942684,0.0047221226,0.00021808864,0.0001698419,0.00036375347,0.0002577554],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.027151259,0.00021506882,0.00048194762,0.00011225009,0.004874887,0.00019623275,0.0003785905,0.00028267156,0.00010110929],"category_scores_gemma":[0.0012727,0.00013349991,0.000092307615,0.0005157052,0.005070212,0.00020766484,0.000107377244,0.0019922047,0.000004250213],"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":[0.00039886532,0.00009298161,0.000102158614,0.0000569031,0.00003273889,0.0000017799313,0.23376687,3.466708e-8,0.000028666207,0.71417487,0.017225994,0.034118123],"study_design_scores_gemma":[0.00069965067,0.002412028,0.0038080097,0.00025659727,0.000016140591,0.0000010665735,0.547472,0.0000015174335,0.00012000696,0.35173994,0.093225785,0.0002472536],"about_ca_topic_score_codex":0.0009916847,"about_ca_topic_score_gemma":0.0032027757,"teacher_disagreement_score":0.51828027,"about_ca_system_score_codex":0.0003319444,"about_ca_system_score_gemma":0.0005556292,"threshold_uncertainty_score":0.9976374},"labels":[],"label_agreement":null},{"id":"W2077149149","doi":"10.1080/0966369032000052649","title":"Methodologically Becoming: Power, knowledge and team research","year":2003,"lang":"en","type":"article","venue":"Gender Place & Culture","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":90,"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":"Dartmouth College","keywords":"Negotiation; Politics; Sociology; Power (physics); Field (mathematics); Context (archaeology); Perspective (graphical); Public relations; Social science; Political science; Law","score_opus":0.6402374670792436,"score_gpt":0.6209886866051824,"score_spread":0.0192487804740612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077149149","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":[0.017272657,0.010647614,0.005625792,0.004524879,0.0003017782,0.00060242525,0.000010418216,0.00010099051,0.9609134],"genre_scores_gemma":[0.4532615,0.007725532,0.3630302,0.0010552689,0.00079129846,0.00013243688,0.000008748171,0.00006295291,0.17393206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97699887,0.020760212,0.00018609391,0.000446988,0.0008017453,0.00080609653],"domain_scores_gemma":[0.99442226,0.0042966944,0.000041534044,0.00020307311,0.0006363421,0.00040010526],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.044120982,0.00013953268,0.00022876241,0.00009492879,0.0013060565,0.0001854855,0.00030023564,0.00040799435,0.00043567055],"category_scores_gemma":[0.020691434,0.00010350856,0.000068255526,0.00064227224,0.0013826798,0.00015989326,0.000107485066,0.0012569352,0.000086787],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023212491,0.00008992257,0.00044882024,0.00003388307,0.00003136411,0.0000060330044,0.31266186,7.990997e-7,0.0015631919,0.60635036,0.07632129,0.002469269],"study_design_scores_gemma":[0.0001984401,0.00008036554,0.0003209632,0.000010788578,0.000004100385,0.0000026491891,0.13525845,0.0000025994561,0.0001897784,0.10698673,0.75681025,0.00013490354],"about_ca_topic_score_codex":0.000109349385,"about_ca_topic_score_gemma":0.00030182663,"teacher_disagreement_score":0.7869814,"about_ca_system_score_codex":0.00012764448,"about_ca_system_score_gemma":0.0005406049,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W2077175536","doi":"10.1207/s1532706xid0601_2","title":"Identity Studies: How Close Are We to Developing a Social Science of Identity?—An Appraisal of the Field","year":2006,"lang":"en","type":"article","venue":"Identity","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":140,"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":"Identity (music); Field (mathematics); Social identity theory; Psychology; Social identity approach; Social psychology; Sociology; Social group; Mathematics; Philosophy; Aesthetics","score_opus":0.30637503387175063,"score_gpt":0.6127787222160467,"score_spread":0.30640368834429604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077175536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9416015,0.00028023054,0.024626225,0.02983461,0.0010524548,0.0003865921,0.000023345983,0.000030430525,0.0021646053],"genre_scores_gemma":[0.99547964,0.00014850682,0.003544998,0.00016066997,0.00033317253,0.000012850787,3.2589472e-7,0.0000072749685,0.00031256344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9948731,0.0015436534,0.00035857104,0.00033426582,0.0024267132,0.00046370187],"domain_scores_gemma":[0.9964326,0.0013698561,0.0003482159,0.00028305163,0.0014657881,0.00010046156],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.013670372,0.00011352787,0.000325991,0.00019018444,0.0016039044,0.0003199798,0.0014400678,0.0001060856,0.000020032465],"category_scores_gemma":[0.019033948,0.00009546806,0.00015119414,0.00245839,0.0030179333,0.0038869982,0.0006728022,0.00028404983,0.000005208053],"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":[0.000011137013,0.00008257197,0.016294604,0.00017783872,0.000027124268,0.0000017131681,0.028333016,0.0000019111724,0.00400545,0.9488867,0.0013199627,0.00085794926],"study_design_scores_gemma":[0.0002706984,0.00007786895,0.26250622,0.0002606244,0.000035799167,3.3212618e-7,0.09146404,0.000005684995,0.007063151,0.634485,0.0035337652,0.0002968016],"about_ca_topic_score_codex":0.0118600875,"about_ca_topic_score_gemma":0.08619938,"teacher_disagreement_score":0.3144017,"about_ca_system_score_codex":0.00022393114,"about_ca_system_score_gemma":0.0007756327,"threshold_uncertainty_score":0.9996959},"labels":[],"label_agreement":null},{"id":"W2078863577","doi":"10.1186/1471-2288-9-47","title":"Interviewee Transcript Review: assessing the impact on qualitative research","year":2009,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":193,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Cancer Care Ontario","funders":"Canadian Institutes of Health Research","keywords":"Rigour; Qualitative research; Set (abstract data type); Data collection; Psychology; Process (computing); Interview; Computer science; Data science; Applied psychology; Medical education; Medicine; Sociology; Epistemology","score_opus":0.9386232119935493,"score_gpt":0.8327565621737846,"score_spread":0.10586664981976468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078863577","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":"methods","domain_consensus":"methods","prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015454767,0.049313158,0.16308106,0.6090173,0.0006546987,0.0035342448,0.000021177771,0.0001655778,0.15875803],"genre_scores_gemma":[0.38040957,0.34390515,0.21952397,0.028684406,0.0070141307,0.0013891018,0.000049542847,0.00020634275,0.018817782],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.3335936,0.6495872,0.0010118942,0.0009305247,0.011868266,0.0030084713],"domain_scores_gemma":[0.34712392,0.6446934,0.00018782857,0.0012664557,0.004595082,0.0021333455],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.7624618,0.00028610177,0.0010139876,0.0007493636,0.0030718048,0.0002702974,0.0029396794,0.00068593025,0.0039870245],"category_scores_gemma":[0.7239269,0.00015982563,0.0004936185,0.003964765,0.012597969,0.0003227265,0.00026449087,0.008804344,0.00037289193],"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":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026432096,0.0003517908,0.000034615798,0.00045465332,0.000065559085,0.000066007364,0.15338923,0.0000013835913,0.0004501097,0.41556367,0.08612606,0.34323257],"study_design_scores_gemma":[0.00059369544,0.0023042844,0.0016153788,0.0038670092,0.000013415752,0.000009208014,0.19668673,0.00016148087,0.00020916731,0.62407255,0.17014681,0.00032027508],"about_ca_topic_score_codex":0.0066010808,"about_ca_topic_score_gemma":0.0016725119,"teacher_disagreement_score":0.5803329,"about_ca_system_score_codex":0.0007176773,"about_ca_system_score_gemma":0.008495869,"threshold_uncertainty_score":0.99822605},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2080385200","doi":"10.1177/1077800407308915","title":"Research Ethics Boards as Spaces of Marginalization","year":2007,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":15,"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 Regina","funders":"","keywords":"Qualitative research; Sociology; Research ethics; Context (archaeology); Affect (linguistics); Focus (optics); Engineering ethics; Public relations; Epistemology; Political science; Social science","score_opus":0.7327990218798582,"score_gpt":0.7373364893646432,"score_spread":0.004537467484785007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080385200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39860448,0.001628098,0.24825668,0.043884944,0.0010163857,0.00107694,0.000031063508,0.00014071353,0.3053607],"genre_scores_gemma":[0.9609638,0.00096025167,0.029523328,0.00044022696,0.00074350386,0.00002614173,0.000013805963,0.000035374494,0.0072935806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9516169,0.042103283,0.00066026725,0.00042686166,0.004168108,0.00102459],"domain_scores_gemma":[0.94677234,0.048423465,0.00022143686,0.0002783993,0.0039898437,0.00031454576],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.23614857,0.00013260532,0.0002944831,0.0005354743,0.0010922895,0.000089711175,0.0004463623,0.00045136333,0.0004354804],"category_scores_gemma":[0.061677426,0.00012632711,0.000101811194,0.0019908021,0.009546692,0.00036640576,0.00011263984,0.0016062642,0.00013104451],"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":[0.00006578379,0.00004421042,0.00008869898,0.00006618986,0.000017481278,0.0000038224525,0.49314386,0.000001073599,0.00043887403,0.50315636,0.001053184,0.0019204468],"study_design_scores_gemma":[0.00013680043,0.0002137573,0.00034940543,0.00008572032,0.0000034609154,1.954277e-7,0.6503381,0.000002704691,0.0016017887,0.28729156,0.05986645,0.00011004566],"about_ca_topic_score_codex":0.00781518,"about_ca_topic_score_gemma":0.0018563813,"teacher_disagreement_score":0.56235933,"about_ca_system_score_codex":0.00027214165,"about_ca_system_score_gemma":0.001504991,"threshold_uncertainty_score":0.9987919},"labels":[],"label_agreement":null},{"id":"W2080819211","doi":"10.1177/1077800406286225","title":"Women's Lived Experiences With Pregnancy and Midwifery in a Medicalized and Fetocentric Context","year":2006,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Context (archaeology); Narrative; Childbirth; Feminism; Ideology; Gender studies; Pregnancy; Sociology; Negotiation; Obstetrics; Psychology; Medicine; Social science; History; Politics","score_opus":0.2330549791356916,"score_gpt":0.5132977374023112,"score_spread":0.2802427582666196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080819211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878035,0.005060126,0.0019846205,0.0027954825,0.00007050643,0.000448946,0.0000036846648,0.0000345116,0.0017985927],"genre_scores_gemma":[0.99488693,0.0007439786,0.0030165266,0.000216727,0.00009608735,0.0003621718,0.000002324325,0.000011748043,0.0006634999],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9906817,0.007262681,0.00034674056,0.00039711723,0.00071467937,0.00059708895],"domain_scores_gemma":[0.9931263,0.0062295,0.000125825,0.00009854104,0.00017552702,0.00024430716],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0073926738,0.00016247376,0.00035906862,0.00018208903,0.0003834901,0.000106240914,0.00013832777,0.0001381304,0.00014607482],"category_scores_gemma":[0.0031271076,0.00012532172,0.000022513312,0.0005901463,0.006576353,0.0003314068,0.00005605374,0.0003011444,0.0000047615717],"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":[0.000114962924,0.00007229832,0.0013120358,0.0000611734,0.000013972181,0.00002383117,0.9384043,1.1226018e-7,0.000016933045,0.049841847,0.00007353873,0.010064952],"study_design_scores_gemma":[0.0010231333,0.00024829022,0.0018977205,0.0003356378,0.000003056485,7.366142e-7,0.95247775,0.00001170308,0.000023833521,0.041781645,0.0020038434,0.00019266082],"about_ca_topic_score_codex":0.0029320042,"about_ca_topic_score_gemma":0.0011590966,"teacher_disagreement_score":0.014073396,"about_ca_system_score_codex":0.00013039359,"about_ca_system_score_gemma":0.00029394103,"threshold_uncertainty_score":0.9961272},"labels":[],"label_agreement":null},{"id":"W2085130771","doi":"10.1111/j.1755-618x.2003.tb00241.x","title":"Exploring Perspectives in Narrative Research: An Indonesian Case Study*","year":2003,"lang":"fr","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Humanities; Narrative inquiry; Political science; Sociology; Narrative; Philosophy","score_opus":0.8180024188949458,"score_gpt":0.5692702545729948,"score_spread":0.248732164321951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085130771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.815828,0.15300983,0.0000096989625,0.025142035,0.0007137485,0.0018264854,0.000120768236,0.000019080397,0.0033303464],"genre_scores_gemma":[0.8905023,0.106171854,0.0011776068,0.00066019344,0.0003412716,0.00058988715,0.00001169345,0.00005398661,0.00049124006],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9303031,0.063291505,0.0010894272,0.0011530668,0.00027955088,0.0038833383],"domain_scores_gemma":[0.98773974,0.006563297,0.00035404964,0.00079896254,0.0017346132,0.0028093061],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07967035,0.0004925127,0.0015466996,0.00085414643,0.0017938501,0.000036085992,0.00096954126,0.0009183371,0.0006865271],"category_scores_gemma":[0.038624022,0.0005461625,0.00032832188,0.0021495332,0.015163832,0.00067464024,0.00007743439,0.0039107995,0.000027810804],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000004942255,0.00017540205,0.016488237,0.0017458934,0.00011701339,0.005279415,0.69930744,0.000004513627,0.000005433827,0.27089027,0.00035441783,0.0056270408],"study_design_scores_gemma":[0.00036203064,0.0009465788,0.0065379683,0.002724516,0.000053184987,0.00020050627,0.93589455,0.0000062174095,0.000001225354,0.042914,0.0098758545,0.00048339416],"about_ca_topic_score_codex":0.65854216,"about_ca_topic_score_gemma":0.9597464,"teacher_disagreement_score":0.30120426,"about_ca_system_score_codex":0.011141224,"about_ca_system_score_gemma":0.013287685,"threshold_uncertainty_score":0.999699},"labels":[],"label_agreement":null},{"id":"W2086213266","doi":"10.1080/0966369042000307997","title":"Telling it Like it is? Constructing accounts of settlement with immigrant and refugee women in Canada","year":2004,"lang":"en","type":"article","venue":"Gender Place & Culture","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Refugee; Immigration; Gender studies; Sociology; Settlement (finance); Qualitative research; Politics; Rigour; Political science; Social science; Law","score_opus":0.0806900645399403,"score_gpt":0.40131373896866246,"score_spread":0.32062367442872214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086213266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98360723,0.00052327925,0.00037231296,0.0099765565,0.000084004365,0.00031436584,0.0000975004,0.0000089379955,0.005015807],"genre_scores_gemma":[0.9873313,0.0005057459,0.009992392,0.0014601686,0.000064247506,0.00001552367,0.000004296018,0.000009443515,0.0006169328],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99802566,0.00036136972,0.00020195574,0.00022448036,0.0006885354,0.00049801666],"domain_scores_gemma":[0.999309,0.0001934216,0.00009578677,0.0000924352,0.00015113458,0.00015819816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028491777,0.00010678473,0.00019774942,0.00003471287,0.0002182588,0.000041404433,0.00013100583,0.00008388749,0.00007696457],"category_scores_gemma":[0.00018290342,0.000080318656,0.000015844722,0.00026899186,0.0002883079,0.00012727294,0.000033819946,0.0003509249,9.6232e-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":[0.00006370176,0.000022647713,0.010142252,0.00014900512,0.00006603568,0.000022404487,0.9824884,0.00019167023,0.0005231389,0.0028515963,0.0019634918,0.001515647],"study_design_scores_gemma":[0.0005624285,0.000037714584,0.0003778279,0.00011278064,0.0000055190553,0.0000026213977,0.9328023,0.0000072070916,0.00035590742,0.0027753687,0.06281207,0.00014821955],"about_ca_topic_score_codex":0.5379804,"about_ca_topic_score_gemma":0.9074657,"teacher_disagreement_score":0.36948535,"about_ca_system_score_codex":0.0009173123,"about_ca_system_score_gemma":0.0027270592,"threshold_uncertainty_score":0.48376858},"labels":[],"label_agreement":null},{"id":"W2087428672","doi":"10.1177/1077800407300765","title":"Constructing Reflexive Fieldwork Relationships","year":2007,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":41,"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":"Storytelling; Reflexivity; Narrative; Emotive; Sociology; Autoethnography; Context (archaeology); Identity (music); Everyday life; Insider; Ethnography; Interpersonal communication; Narrative inquiry; Aesthetics; Psychology; Gender studies; Epistemology; Anthropology; Communication; History; Art; Literature","score_opus":0.6715639856239548,"score_gpt":0.6640296960875988,"score_spread":0.0075342895363560425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087428672","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":[0.11168992,0.00036278626,0.4079251,0.0153424125,0.0011487596,0.0004269867,0.000013842699,0.00020439745,0.4628858],"genre_scores_gemma":[0.86246234,0.0000547223,0.13200788,0.0004865027,0.0010808832,0.000014764723,0.000011021792,0.000019752455,0.0038621025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9859866,0.011786363,0.0004681523,0.0003016611,0.0008009677,0.00065628684],"domain_scores_gemma":[0.966521,0.03230764,0.00018351847,0.0001828198,0.00052964606,0.00027537934],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.061919853,0.00012434661,0.00020912953,0.00016851329,0.0013494414,0.00007557755,0.00023663671,0.00025453747,0.00033763927],"category_scores_gemma":[0.029849965,0.00012254978,0.00009372823,0.00074474537,0.0035215125,0.00034179215,0.00005239499,0.00095247274,0.00014947115],"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":[0.000021030703,0.000010623017,0.0006661572,0.000008028629,0.000014433155,0.000004575372,0.44180167,2.4333204e-7,0.000019378236,0.54639,0.0007146869,0.010349183],"study_design_scores_gemma":[0.000111196096,0.000037994607,0.00042397142,0.000037077796,0.000003983044,4.696439e-7,0.69374853,0.0000016631004,0.000127411,0.28758118,0.017797517,0.00012902277],"about_ca_topic_score_codex":0.0006549123,"about_ca_topic_score_gemma":0.0018832985,"teacher_disagreement_score":0.7507725,"about_ca_system_score_codex":0.00027573644,"about_ca_system_score_gemma":0.0002909712,"threshold_uncertainty_score":0.99995065},"labels":[],"label_agreement":null},{"id":"W2089229856","doi":"10.1080/13645579.2012.661207","title":"Institutional ethnography and data analysis: making sense of data dialogues","year":2012,"lang":"en","type":"article","venue":"International Journal of Social Research Methodology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":72,"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":"Hort Innovation","keywords":"Active listening; Ethnography; Sociology; Qualitative research; Qualitative property; Data collection; Social research; Epistemology; Interpretative phenomenological analysis; Data science; Social science; Computer science","score_opus":0.9454986453943374,"score_gpt":0.7607215828876077,"score_spread":0.18477706250672965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089229856","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27516127,0.0118024275,0.62003636,0.07057191,0.0035977236,0.00054188963,0.0017650962,0.000032733515,0.016490586],"genre_scores_gemma":[0.75552833,0.0022031146,0.23978479,0.0001069403,0.0022512039,0.0000016753183,0.00006884477,0.000007879483,0.000047240814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9672212,0.028281322,0.00069570786,0.0002753641,0.002969228,0.0005571694],"domain_scores_gemma":[0.97484684,0.021104923,0.0004720639,0.00035323057,0.0029967779,0.00022619282],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17108855,0.0000893854,0.00044557985,0.0013871824,0.0005479528,0.00009126258,0.0022723945,0.00021327905,0.00013183782],"category_scores_gemma":[0.06181019,0.00007900073,0.00012843487,0.001212431,0.004673148,0.0014761203,0.0015933457,0.0010754719,0.0000024577614],"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":[0.00067499385,0.00032402176,0.026029991,0.000044376884,0.004518171,0.00006647298,0.10823865,0.000007126346,0.0014992346,0.73571664,0.0026118828,0.12026842],"study_design_scores_gemma":[0.001779371,0.00034054831,0.12595296,0.00019083338,0.000772886,0.000087184664,0.15255684,0.00057260867,0.00022750754,0.27050263,0.44649786,0.0005187646],"about_ca_topic_score_codex":0.0013293439,"about_ca_topic_score_gemma":0.0007720691,"teacher_disagreement_score":0.48036703,"about_ca_system_score_codex":0.00011316232,"about_ca_system_score_gemma":0.0009886767,"threshold_uncertainty_score":0.99803555},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2089256020","doi":"10.1002/tl.377","title":"The most exciting thing: Researcher ethics and personal ethics","year":2009,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Feeling; Sociology; Constitution; Identity (music); Autoethnography; Officer; Field (mathematics); Meta-ethics; Faith; Nursing ethics; Engineering ethics; Epistemology; Psychology; Aesthetics; Law; Social psychology; Political science; Social science; Philosophy","score_opus":0.29434820176983667,"score_gpt":0.5600387098432522,"score_spread":0.26569050807341554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089256020","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":[0.11127745,0.007953517,0.107361354,0.665302,0.0005076752,0.00086333277,0.0000067495457,0.00058529375,0.10614266],"genre_scores_gemma":[0.8616639,0.0067147035,0.051372398,0.0017330158,0.0016230143,0.000028311539,0.000006578478,0.000040400206,0.07681771],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98496544,0.013570053,0.00015561683,0.00025331933,0.0005895925,0.0004659491],"domain_scores_gemma":[0.9578697,0.041566715,0.00006524524,0.000068166766,0.00020786627,0.0002223183],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0792397,0.00009472008,0.00011537013,0.00007824117,0.028362682,0.0006036613,0.00011706162,0.0002753775,0.0000069965618],"category_scores_gemma":[0.1475046,0.00007473482,0.000049731017,0.00019687007,0.0008385736,0.00019984545,0.000036551955,0.010307846,9.384595e-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":[0.000016062178,0.000008539066,0.00016826938,0.000014522579,0.000012911667,3.7506496e-7,0.46193326,0.000007223946,0.00012262426,0.14376421,0.00057989825,0.39337212],"study_design_scores_gemma":[0.00016893915,0.00012862566,0.0006329729,0.00008443555,0.00000905739,0.0000026568669,0.23546872,0.0020023433,0.0000042300767,0.030130167,0.7312518,0.00011608176],"about_ca_topic_score_codex":0.0072259754,"about_ca_topic_score_gemma":0.0015005034,"teacher_disagreement_score":0.7503864,"about_ca_system_score_codex":0.000065215914,"about_ca_system_score_gemma":0.00051373977,"threshold_uncertainty_score":0.999385},"labels":[],"label_agreement":null},{"id":"W2090096391","doi":"10.1177/0959354309345642","title":"Review: Making Much of Social Practice","year":2010,"lang":"en","type":"article","venue":"Theory & Psychology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"York University","funders":"","keywords":"Epistemology; Sociology; Psychology; Cognitive science; Philosophy","score_opus":0.23389634430366954,"score_gpt":0.6808626677561055,"score_spread":0.4469663234524359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090096391","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":[0.005255089,0.0040413877,0.0046063764,0.10311275,0.0008835062,0.00029891546,0.000005907148,0.000046250174,0.8817498],"genre_scores_gemma":[0.81655985,0.020819498,0.07689372,0.07703822,0.002620089,0.000085554966,0.0000060638786,0.00006475738,0.005912239],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896037,0.009407223,0.00022749139,0.00017964674,0.00027904677,0.0003029085],"domain_scores_gemma":[0.9953191,0.0039123315,0.00018079048,0.00019364861,0.0003400375,0.000054076958],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.034450445,0.00006250991,0.00019734412,0.000051467818,0.0003144841,0.000009726839,0.00033808703,0.000176329,0.0018536118],"category_scores_gemma":[0.016446108,0.00005653113,0.00007255284,0.0002732782,0.0020909766,0.00011804522,0.000037327067,0.0007094675,0.000091726506],"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":[0.000059886373,0.000056690937,0.000013161745,0.00006160776,0.00001685905,0.0000019335453,0.018453153,2.9011857e-9,0.0022914964,0.9107917,0.008960756,0.059292786],"study_design_scores_gemma":[0.00007640169,0.00003071688,0.00018236828,0.00003461467,0.000011861827,0.000002005041,0.0038218047,8.329973e-8,0.000020172682,0.3797986,0.6159718,0.00004953723],"about_ca_topic_score_codex":0.000045309756,"about_ca_topic_score_gemma":0.000082698774,"teacher_disagreement_score":0.87583756,"about_ca_system_score_codex":0.000010512065,"about_ca_system_score_gemma":0.00012997731,"threshold_uncertainty_score":0.99905884},"labels":[],"label_agreement":null},{"id":"W2091827292","doi":"10.7748/nr2011.04.18.3.25.c8460","title":"Critical ethnography: extending attention to bias and reinforcement of dominant power relations","year":2011,"lang":"en","type":"article","venue":"Nurse Researcher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":32,"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":"Reflexivity; Reciprocity (cultural anthropology); Oppression; Critical theory; Power (physics); Popularity; Epistemology; Privilege (computing); Dominance (genetics); Appeal; Sociology; Social psychology; Psychology; Computer science; Social science; Political science; Politics","score_opus":0.4962216476692716,"score_gpt":0.581513837730267,"score_spread":0.08529219006099537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091827292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47889546,0.0006262747,0.037478026,0.023008538,0.00026755512,0.0012534668,0.000019545101,0.000055374523,0.45839575],"genre_scores_gemma":[0.9797788,0.00014103703,0.01648565,0.000038492057,0.000032133114,0.000034320707,0.0000010643049,0.000009982297,0.0034784665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9960747,0.002103488,0.00022626609,0.0001996083,0.00093053107,0.00046545162],"domain_scores_gemma":[0.997341,0.0015298311,0.000034433055,0.0001682813,0.00055916834,0.00036732652],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013342552,0.000068328925,0.00013279318,0.0002931353,0.00042704924,0.000043444717,0.00015798266,0.000117820484,0.001169688],"category_scores_gemma":[0.011195613,0.0000589734,0.00006789587,0.000584506,0.0016663452,0.00023858895,0.00006214467,0.0003560965,0.00004372782],"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":[0.00011209013,0.000106725296,0.0060513937,0.00003904222,0.00002863582,0.0000067502015,0.1029705,5.023945e-7,0.0027044916,0.87291706,0.0010925925,0.013970187],"study_design_scores_gemma":[0.001185789,0.0018173511,0.3342118,0.0008195806,0.000052862953,0.000002087269,0.32990673,0.00022983295,0.0036174958,0.25490427,0.07256348,0.0006887397],"about_ca_topic_score_codex":0.0025740846,"about_ca_topic_score_gemma":0.0002408751,"teacher_disagreement_score":0.6180128,"about_ca_system_score_codex":0.00006529618,"about_ca_system_score_gemma":0.0001710127,"threshold_uncertainty_score":0.9997434},"labels":[],"label_agreement":null},{"id":"W2092830329","doi":"10.1177/097133360501700204","title":"The Dynamics of Oppression","year":2005,"lang":"en","type":"article","venue":"Psychology and Developing Societies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Wilfrid Laurier University","funders":"","keywords":"Oppression; Gender studies; Context (archaeology); Grounded theory; Sociology; Democracy; White (mutation); Criminology; Politics; Political science; Qualitative research; Law; Social science; History","score_opus":0.18051778932680784,"score_gpt":0.5687617381486395,"score_spread":0.38824394882183166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092830329","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":[0.09515595,0.011119227,0.06484428,0.7111905,0.0006790339,0.0002534827,0.0000056935496,0.00007209516,0.1166797],"genre_scores_gemma":[0.6522963,0.11212054,0.20800646,0.006055335,0.0005731962,0.00004244463,0.0000047750477,0.000022442906,0.020878483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987036,0.0007379029,0.00012123693,0.000090166046,0.00016288411,0.00018420472],"domain_scores_gemma":[0.99838245,0.0013565662,0.00005064353,0.00006887748,0.00011030075,0.00003115593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004191758,0.000040031584,0.000076449476,0.000015276946,0.0009606975,0.000022506145,0.00013310224,0.00011417663,0.000012174775],"category_scores_gemma":[0.00072219956,0.000027203285,0.000025359062,0.00009906282,0.002234145,0.000059867816,0.000034958062,0.00017019085,0.0000028494464],"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":[0.000009414059,0.0000057587276,0.0011453797,0.000010076745,0.00001250492,8.496507e-8,0.026035694,2.5416142e-7,0.000022976352,0.85278827,0.004612732,0.11535685],"study_design_scores_gemma":[0.00018196224,0.000029158218,0.013723284,0.000039448325,0.0000035301975,7.097006e-7,0.03465501,0.000079023695,0.00007393982,0.5527411,0.39836454,0.0001082547],"about_ca_topic_score_codex":0.00002874517,"about_ca_topic_score_gemma":0.00021102301,"teacher_disagreement_score":0.7051352,"about_ca_system_score_codex":0.000022282282,"about_ca_system_score_gemma":0.00010512326,"threshold_uncertainty_score":0.82318},"labels":[],"label_agreement":null},{"id":"W2093044887","doi":"10.5153/sro.2293","title":"Reflections on Doing Research Grounded in My Experience of Perinatal Loss: From Auto/biography to Autoethnography","year":2011,"lang":"en","type":"article","venue":"Sociological Research Online","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":40,"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":"Autoethnography; Grounded theory; Narrative; Biography; Sociology; Psychoanalysis; Qualitative research; Doctoral dissertation; Narrative inquiry; Epistemology; Psychology; Gender studies; Aesthetics; Literature; Art; Social science; Philosophy; Political science; Higher education","score_opus":0.8090559143893568,"score_gpt":0.6983695297901504,"score_spread":0.11068638459920632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093044887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9457158,0.0002880823,0.00080869975,0.00639616,0.000115568124,0.0008110712,0.00012462137,0.000084777435,0.04565525],"genre_scores_gemma":[0.957452,0.0012857689,0.04040955,0.0001351853,0.00023784267,0.00021864529,0.00001529594,0.000017307248,0.0002283772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97449344,0.019329598,0.0005520302,0.0008440928,0.0030450015,0.0017358498],"domain_scores_gemma":[0.9834059,0.013985194,0.00006536337,0.00048737242,0.0014253351,0.0006308215],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03812669,0.00018139437,0.0004242583,0.0015969217,0.0015862487,0.000080154095,0.0013204206,0.0005506753,0.0008539083],"category_scores_gemma":[0.024414409,0.00014714341,0.00023471806,0.0059450036,0.0124333985,0.00022758127,0.00053794566,0.0037587085,0.00006103517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008306308,0.0017332903,0.01092414,0.00003648769,0.00005669925,0.00009265793,0.45823047,0.000002971467,0.006601854,0.50329435,0.00033929455,0.017857151],"study_design_scores_gemma":[0.00050131493,0.0026563331,0.11885855,0.00026680666,0.0000023392583,2.7567728e-7,0.3606028,0.000027376094,0.00067133433,0.48831776,0.027772892,0.0003222233],"about_ca_topic_score_codex":0.03575008,"about_ca_topic_score_gemma":0.0071092206,"teacher_disagreement_score":0.107934415,"about_ca_system_score_codex":0.00036738953,"about_ca_system_score_gemma":0.00061700004,"threshold_uncertainty_score":0.99971354},"labels":[],"label_agreement":null},{"id":"W2093319198","doi":"10.1108/qrom-09-2012-1099","title":"Ethical issues in shadowing research","year":2014,"lang":"en","type":"article","venue":"Qualitative Research in Organizations and Management An International Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Confidentiality; Engineering ethics; Objectivity (philosophy); Informed consent; Originality; Field (mathematics); Research ethics; Contingency; Ethical issues; Sociology; Qualitative research; Computer science; Epistemology; Medicine; Social science","score_opus":0.48109860979897207,"score_gpt":0.7144630246025859,"score_spread":0.23336441480361386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093319198","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":[0.21566166,0.0006901546,0.054542124,0.5479546,0.0009659429,0.0017846902,0.000019398149,0.00009060073,0.17829078],"genre_scores_gemma":[0.95362866,0.015107652,0.0272403,0.00043185145,0.0008154208,0.000056715406,0.000016726837,0.000034400033,0.002668302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.956714,0.03835873,0.00048393506,0.0003751443,0.0032981124,0.0007700893],"domain_scores_gemma":[0.9893968,0.0064823944,0.000062005085,0.0001664133,0.0035649478,0.00032741888],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.14511934,0.00010296185,0.00018154587,0.0024608492,0.0012283867,0.0009677999,0.00086761574,0.00019308053,0.00033086835],"category_scores_gemma":[0.01770864,0.00010025759,0.000025498792,0.0028077967,0.0017503428,0.0008350021,0.00036554137,0.002796394,0.000041733165],"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":[0.000028550112,0.00013690926,0.0023580987,0.000020904174,0.000025416926,0.000040679723,0.16244745,0.000017274258,0.000027455384,0.81844044,0.00077142456,0.015685398],"study_design_scores_gemma":[0.0006386878,0.00015398263,0.006348292,0.0002532514,0.000001439302,0.0000024024353,0.32493764,0.0006409743,0.00001118921,0.56196636,0.104904056,0.00014175379],"about_ca_topic_score_codex":0.0025784015,"about_ca_topic_score_gemma":0.00320124,"teacher_disagreement_score":0.73796695,"about_ca_system_score_codex":0.0005798832,"about_ca_system_score_gemma":0.0002969739,"threshold_uncertainty_score":0.9995042},"labels":[],"label_agreement":null},{"id":"W2093384135","doi":"10.1111/j.0004-0894.2004.00241.x","title":"Emotionally intelligent research","year":2004,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture Food and Rural Development","funders":"","keywords":"Embodied cognition; Vignette; Strict constructionism; Context (archaeology); Social constructionism; Sociology; Psychology; Social psychology; Epistemology; Social science; History","score_opus":0.7138971607129276,"score_gpt":0.6618250947530536,"score_spread":0.052072065959874014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093384135","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":[0.104989275,0.0004025447,0.047037207,0.14267789,0.00031380315,0.00044263466,0.000007978539,0.00010374835,0.7040249],"genre_scores_gemma":[0.9794376,0.0006388847,0.013174969,0.00026473313,0.0002510467,0.000016747232,0.0000027088006,0.0000075449993,0.006205799],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99683887,0.001553793,0.00009292374,0.00013700368,0.0010059177,0.00037147288],"domain_scores_gemma":[0.9979671,0.0012701096,0.000012786343,0.00010922495,0.0004807665,0.00015997661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014364521,0.000035532164,0.000057162382,0.00008811557,0.00071676355,0.00006854046,0.00021969166,0.00006509169,0.0004974892],"category_scores_gemma":[0.005157324,0.000031336083,0.000036033405,0.0004343187,0.0010337856,0.000096341806,0.000053030763,0.0003613252,0.00045905996],"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":[0.000004109707,0.00003946011,0.0001462513,0.000003823064,0.000005142541,0.0000069990706,0.030680275,0.000013356933,0.000085644715,0.9569974,0.0010051043,0.011012429],"study_design_scores_gemma":[0.00007433409,0.000049222952,0.001297576,0.000025599178,6.1240775e-7,3.0117545e-7,0.018292712,0.0000028219104,0.0003209883,0.8325466,0.14733721,0.00005205281],"about_ca_topic_score_codex":0.004620846,"about_ca_topic_score_gemma":0.0020457415,"teacher_disagreement_score":0.8744483,"about_ca_system_score_codex":0.00020930865,"about_ca_system_score_gemma":0.00065119745,"threshold_uncertainty_score":0.69853675},"labels":[],"label_agreement":null},{"id":"W2095368524","doi":"10.1080/18340806.2014.11082064","title":"Letter to the Editor","year":2014,"lang":"en","type":"letter","venue":"International Journal of Multiple Research Approaches","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Cognitive reframing; Indigenous; Positivism; Epistemology; Sociology; Contemplation; Psychology; Philosophy; Social psychology","score_opus":0.6037686606842241,"score_gpt":0.5641462702967789,"score_spread":0.039622390387445194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095368524","genre_codex":"commentary","genre_gemma":"editorial","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":[0.0000552681,0.0002049158,0.0070501827,0.97949624,0.005618249,0.000439846,0.00003609473,0.000010954891,0.0070882407],"genre_scores_gemma":[0.0038393755,0.0004202972,0.011214651,0.4478054,0.52795714,0.00009078712,0.000027849974,0.00007223903,0.008572255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97414887,0.014455064,0.0006849478,0.0003317623,0.009451204,0.0009281577],"domain_scores_gemma":[0.9752824,0.018858118,0.0003828505,0.00034686652,0.0048286407,0.00030113023],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.056884196,0.00020608348,0.00038349873,0.0008778788,0.0006608125,0.00077262626,0.004409978,0.0006902999,0.00016090089],"category_scores_gemma":[0.038474347,0.00013249158,0.00037065378,0.00043278784,0.0017219062,0.0002595496,0.0004140022,0.008752277,0.000253851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000753386,0.000039629558,0.000042751555,0.000024643308,0.00023937406,0.0001314338,0.009696971,0.000021973845,0.000012399693,0.0013618274,0.9760096,0.012344033],"study_design_scores_gemma":[0.00022924418,0.0001137383,0.000018913313,0.00015609094,0.0000072262296,0.000009665533,0.0019131938,0.000078856436,0.00003705203,0.0037854651,0.99350446,0.00014608736],"about_ca_topic_score_codex":0.0008804729,"about_ca_topic_score_gemma":0.00028847327,"teacher_disagreement_score":0.53169084,"about_ca_system_score_codex":0.00066351553,"about_ca_system_score_gemma":0.0013123316,"threshold_uncertainty_score":0.99353456},"labels":[],"label_agreement":null},{"id":"W2095587224","doi":"10.12968/bjom.2008.16.4.29043","title":"How authoritative texts reinforce the medical model of birth","year":2008,"lang":"en","type":"article","venue":"British Journal of Midwifery","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Childbirth; Thematic analysis; Referral; Nursing; Health care; Psychology; Sociology; Qualitative research; Medicine; Pregnancy; Political science; Social science","score_opus":0.20591216158515935,"score_gpt":0.45149383206266175,"score_spread":0.2455816704775024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095587224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64303493,0.019759065,0.18844455,0.10939051,0.0009842297,0.00054287724,0.000091865986,0.000041197352,0.037710752],"genre_scores_gemma":[0.9532269,0.022779476,0.014130719,0.00036959336,0.0005838412,0.0000029310813,5.510269e-7,0.0000142991785,0.008891669],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99432117,0.0025420655,0.000438809,0.000094750736,0.0022889625,0.00031427105],"domain_scores_gemma":[0.99548644,0.0026611842,0.00035946412,0.00008776379,0.0010852121,0.0003199164],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014936293,0.00007394022,0.00029193517,0.00007975622,0.00068085094,0.000080852195,0.0005866101,0.00016290421,0.00009600499],"category_scores_gemma":[0.021443859,0.00005912353,0.00020030934,0.000305352,0.002698942,0.0004174673,0.000057801008,0.0009821055,0.0000018859236],"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":[0.00038661328,0.0004664208,0.00086013915,0.00023838927,0.00049971463,0.003112156,0.22272122,0.00066819566,0.0008143493,0.2691676,0.07696259,0.4241026],"study_design_scores_gemma":[0.0056003616,0.0018762317,0.0107906675,0.004594318,0.00013953936,0.0068639102,0.28014332,0.011316729,0.0019669933,0.48604995,0.18921752,0.00144044],"about_ca_topic_score_codex":0.00043155186,"about_ca_topic_score_gemma":0.00030522104,"teacher_disagreement_score":0.42266217,"about_ca_system_score_codex":0.000054985292,"about_ca_system_score_gemma":0.00187489,"threshold_uncertainty_score":0.9944365},"labels":[],"label_agreement":null},{"id":"W2098651130","doi":"10.1177/1558689809359000","title":"Representations of Rape: Transcending Methodological Divides","year":2010,"lang":"en","type":"article","venue":"Journal of Mixed Methods Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":17,"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; University of Saskatchewan","funders":"","keywords":"Multimethodology; Depiction; Pragmatism; Representation (politics); Sociology; Qualitative research; Epistemology; Ethnography; Computer science; Management science; Data science; Social science; Political science; Linguistics; Law","score_opus":0.7957944860090017,"score_gpt":0.7628012512356428,"score_spread":0.032993234773358915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098651130","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15172637,0.00095296075,0.8037224,0.019029288,0.0014456506,0.00044183445,0.0000104258625,0.00001708546,0.02265401],"genre_scores_gemma":[0.129907,0.0014187874,0.8674429,0.000016684504,0.0005528636,0.000008429708,3.9251032e-7,0.000014875411,0.0006380504],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9001659,0.09431276,0.0011379677,0.00028193326,0.0032357597,0.0008656399],"domain_scores_gemma":[0.90329903,0.09152,0.00045166194,0.00034050556,0.0038179902,0.00057081186],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.338603,0.000115620875,0.00059970823,0.0009018662,0.0008077577,0.00011197953,0.0010435985,0.00033569528,0.00079819275],"category_scores_gemma":[0.19388354,0.000087807246,0.00039487245,0.0017371263,0.0037452476,0.00039297252,0.00012775301,0.0038000254,0.0000049247674],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016234373,0.00016618945,0.00079289713,0.00006120588,0.00009837759,0.000020768697,0.019904222,0.000005117539,0.5234459,0.1838039,0.0010558465,0.2704832],"study_design_scores_gemma":[0.00094003754,0.0007558338,0.010283988,0.00014934772,0.000052855732,0.000032169704,0.07430717,0.000053604148,0.22548063,0.5582219,0.12946862,0.00025385089],"about_ca_topic_score_codex":0.00046355615,"about_ca_topic_score_gemma":0.00021708575,"teacher_disagreement_score":0.374418,"about_ca_system_score_codex":0.00007943291,"about_ca_system_score_gemma":0.0012373701,"threshold_uncertainty_score":0.998966},"labels":[],"label_agreement":null},{"id":"W2098808401","doi":"10.1080/02732173.2015.1064803","title":"The Looking Glass Self and Deliberation Bias in Qualitative Interviews","year":2015,"lang":"en","type":"article","venue":"Sociological Spectrum","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"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 Royal University","funders":"","keywords":"Deliberation; Respondent; Psychology; Social psychology; Interpersonal communication; Qualitative research; Context (archaeology); Psychology of self; Dimension (graph theory); Relation (database); Process (computing); Epistemology; Sociology; Social science; Politics; Computer science","score_opus":0.5419024153040364,"score_gpt":0.5827281329893714,"score_spread":0.04082571768533505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098808401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8180514,0.0025891312,0.003616979,0.14144738,0.00025283065,0.0004862359,0.0000033660267,0.00009749397,0.033455193],"genre_scores_gemma":[0.9944614,0.0015219683,0.002987745,0.0004094046,0.00021066456,0.00003094656,0.000001574602,0.0000048010193,0.0003714941],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9857635,0.013081207,0.00023175642,0.00019341029,0.00034722537,0.0003829391],"domain_scores_gemma":[0.99354035,0.0060778004,0.000072494026,0.00007597312,0.00008493314,0.00014844496],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.032071874,0.000080953745,0.00016239409,0.00002637094,0.0005685531,0.00012652026,0.00017770367,0.00016295872,0.000022937526],"category_scores_gemma":[0.009282915,0.000046866116,0.000044543798,0.00020312043,0.0014129237,0.00012396484,0.000085631,0.0004925741,0.00002343814],"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":[0.000016142612,0.000020621454,0.0009778182,0.000002866916,0.000007696848,0.0000020173363,0.3702779,6.351964e-7,0.0000084259855,0.6228158,0.0002887938,0.0055812486],"study_design_scores_gemma":[0.00015876745,0.00013071849,0.0016691271,0.000009041122,0.0000016094108,1.9481786e-7,0.23477514,0.00008039869,0.000009674198,0.73425555,0.02883517,0.00007460328],"about_ca_topic_score_codex":0.0008876133,"about_ca_topic_score_gemma":0.0037226498,"teacher_disagreement_score":0.17641002,"about_ca_system_score_codex":0.00023474965,"about_ca_system_score_gemma":0.0001613962,"threshold_uncertainty_score":0.9990623},"labels":[],"label_agreement":null},{"id":"W2099141958","doi":"10.1177/160940691301200121","title":"Recording the Personal: The Benefits in Maintaining Research Diaries for Documenting the Emotional and Practical Challenges of Fieldwork in Unfamiliar Settings","year":2013,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":39,"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":"Queen's University; Queen's University Belfast; Council for British Research in the Levant","keywords":"Ethnography; Transparency (behavior); Palestine; Work (physics); Face (sociological concept); Period (music); Public relations; Psychology; Personal account; Sociology; History; Political science; Social science; Aesthetics; Law; Engineering; Art; Narrative","score_opus":0.79412769597094,"score_gpt":0.7220282759960234,"score_spread":0.07209941997491665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099141958","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":[0.17402036,0.0034195923,0.043042164,0.77669114,0.0004431501,0.00063378504,0.0000077270615,0.0000031706245,0.0017389283],"genre_scores_gemma":[0.7776047,0.0026706017,0.21847166,0.000522486,0.00050655357,0.0000857841,5.7841584e-7,0.000012516834,0.00012510136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9582083,0.039198115,0.0007119236,0.00016297492,0.0013630275,0.00035562622],"domain_scores_gemma":[0.83315,0.1642391,0.00043812714,0.00007544178,0.0020427534,0.000054535838],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.20125832,0.00008832525,0.00022450912,0.00023289926,0.00046540826,0.0001868605,0.00047892518,0.0000830087,0.000050218117],"category_scores_gemma":[0.08461543,0.000046293957,0.000105118284,0.00030269727,0.0018151741,0.0004519417,0.00015156344,0.0011846966,6.4206415e-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":[0.000069142734,0.00002544166,0.00035005604,0.000013391788,0.00006615328,0.000001823945,0.41111228,0.000013798716,0.000057451383,0.519083,0.00017159845,0.069035865],"study_design_scores_gemma":[0.0002141643,0.00007756621,0.004360282,0.00022825324,0.0000040822147,0.0000054339885,0.5564124,0.00037796452,0.00005251131,0.43523976,0.0029855617,0.00004201317],"about_ca_topic_score_codex":0.0015497282,"about_ca_topic_score_gemma":0.00064118416,"teacher_disagreement_score":0.77616864,"about_ca_system_score_codex":0.00014603448,"about_ca_system_score_gemma":0.00034003175,"threshold_uncertainty_score":0.9230952},"labels":[],"label_agreement":null},{"id":"W2099391782","doi":"10.46743/2160-3715/2011.1084","title":"The Vulnerable Researcher: Some Unanticipated Challenges of Doctoral Fieldwork","year":2014,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":64,"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":"Vulnerability (computing); Qualitative research; Context (archaeology); Sociology; Interrogation; Field (mathematics); Engineering ethics; Psychology; Social science; Political science; Geography; Engineering; Computer science","score_opus":0.610467892291007,"score_gpt":0.6565803334229983,"score_spread":0.04611244113199131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099391782","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":[0.24552956,0.010605234,0.0058321026,0.4273976,0.0011367921,0.0016103078,0.000017499759,0.0001849343,0.30768594],"genre_scores_gemma":[0.98301315,0.0032726128,0.0012425551,0.00012058767,0.000384857,0.00007102011,0.000002573899,0.000017965831,0.011874691],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.95583177,0.041184057,0.00057647267,0.0002687454,0.0014868238,0.00065212545],"domain_scores_gemma":[0.9542448,0.04370363,0.00037003245,0.0006195042,0.0009049461,0.0001571212],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.1590604,0.0001233511,0.00030368776,0.000051462812,0.0023221616,0.0000804666,0.0006382795,0.00012834207,0.00006303168],"category_scores_gemma":[0.053796887,0.00006517689,0.00013138753,0.0004065144,0.0039020022,0.0001712203,0.00011846554,0.0009491263,0.000022072007],"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":[0.000058053818,0.000027331955,0.00003291082,0.000026304668,0.0000568013,0.000005352072,0.24424942,0.0000023361636,0.00008245326,0.74659526,0.0009812947,0.007882454],"study_design_scores_gemma":[0.000112359645,0.00017296268,0.0004668013,0.000047642232,0.000008880778,0.0000015925764,0.28296748,0.000026994136,0.0004483487,0.60403955,0.1116028,0.00010455302],"about_ca_topic_score_codex":0.004896944,"about_ca_topic_score_gemma":0.0011662769,"teacher_disagreement_score":0.73748356,"about_ca_system_score_codex":0.00006305984,"about_ca_system_score_gemma":0.00043002193,"threshold_uncertainty_score":0.9989767},"labels":[],"label_agreement":null},{"id":"W2100399818","doi":"10.1177/1049732304271832","title":"Cooperation or Co-Optation?: Assessing the Methodological Benefits and Barriers Involved in Conducting Qualitative Research Through Medical Institutional Settings","year":2005,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Trent University","funders":"","keywords":"Paternalism; Qualitative research; Negotiation; Interview; Situated; Nursing; Psychology; Public relations; Medicine; Sociology; Medical education; Political science; Social science; Law","score_opus":0.944739779482838,"score_gpt":0.7971933146812809,"score_spread":0.1475464648015572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100399818","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":[0.41632885,0.0045276526,0.010096941,0.56248415,0.00013562583,0.002392941,0.000060244085,0.0000729259,0.0039006614],"genre_scores_gemma":[0.87723863,0.0077428045,0.106838934,0.0058731376,0.00087276206,0.00074375997,0.00005739359,0.00004730327,0.00058528665],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.5739026,0.41132063,0.0017270546,0.0012448537,0.009044417,0.0027604222],"domain_scores_gemma":[0.76711434,0.22601216,0.00032719655,0.00038198358,0.0048032557,0.0013610467],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.5536331,0.00024619754,0.0006440411,0.0006584505,0.009194598,0.0005707073,0.0007480367,0.000505077,0.00056189985],"category_scores_gemma":[0.38068777,0.00017414948,0.00007105028,0.0037110886,0.015538296,0.0016357045,0.00030375074,0.0055068503,0.00005437165],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008959071,0.0000630199,0.000077744466,0.00012379827,0.000018115166,0.0000059342797,0.5763097,0.000024428826,0.00004583161,0.3976089,0.0013342953,0.024298672],"study_design_scores_gemma":[0.000779355,0.00038990585,0.00032763655,0.0005223102,0.0000015870218,0.0000025894076,0.9200243,0.00088275527,0.00008535701,0.051381644,0.025399074,0.00020349173],"about_ca_topic_score_codex":0.012981004,"about_ca_topic_score_gemma":0.020487223,"teacher_disagreement_score":0.556611,"about_ca_system_score_codex":0.0017669735,"about_ca_system_score_gemma":0.015136474,"threshold_uncertainty_score":0.99738634},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","sts"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2102264510","doi":"","title":"Editorial: The FQS Issue on \"Qualitative Inquiry: Research, Archiving, and Reuse\"","year":2005,"lang":"en","type":"editorial","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Reuse; Qualitative research; Data science; Computer science; World Wide Web; Sociology; Engineering; Social science; Waste management","score_opus":0.7208298890768173,"score_gpt":0.7751258608386484,"score_spread":0.0542959717618311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102264510","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":[0.00071750826,0.014064555,0.00007671351,0.009091403,0.9480662,0.0017671745,0.00039371577,0.000060326616,0.025762442],"genre_scores_gemma":[0.00027580562,0.118197754,0.00064683246,0.00015020373,0.8751066,0.00017982774,0.00003533373,0.0001308996,0.005276782],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.93198204,0.05164545,0.0016221384,0.001331485,0.011697171,0.0017217395],"domain_scores_gemma":[0.8938265,0.0981046,0.0015332929,0.001433878,0.004192997,0.0009087751],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.14169714,0.0007003999,0.0017055768,0.0017716857,0.0038187983,0.006216046,0.012393793,0.0014134136,0.003107803],"category_scores_gemma":[0.18727301,0.0005193276,0.00036564167,0.0023961305,0.008276365,0.0023686183,0.004509455,0.009478497,0.00007952803],"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":[0.00040366006,0.00017975892,0.000080823,0.00016870868,0.00026919172,0.000011594196,0.11529034,0.0000037351997,0.00018256297,0.002323553,0.86773336,0.013352745],"study_design_scores_gemma":[0.00036711255,0.0000688143,0.0003278293,0.0012838375,0.00004847669,2.3003383e-7,0.020650638,0.0000015710792,0.000080551355,0.121155016,0.8554916,0.00052436837],"about_ca_topic_score_codex":0.018454593,"about_ca_topic_score_gemma":0.0019781834,"teacher_disagreement_score":0.11883146,"about_ca_system_score_codex":0.00072492176,"about_ca_system_score_gemma":0.0038557132,"threshold_uncertainty_score":0.99988294},"labels":[],"label_agreement":null},{"id":"W2103482100","doi":"10.1177/1049732304265935","title":"Toward Understanding in Postmodern Interview Analysis: Interpreting the Contradictory Remarks of a Research Participant","year":2004,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":43,"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":"Reflexivity; Participant observation; Positivism; Active listening; Postmodernism; Qualitative research; Epistemology; Psychology; Social research; Interview; Triangulation; Sociology; Social psychology; Social science; Psychotherapist","score_opus":0.9374102097476317,"score_gpt":0.7441997203626209,"score_spread":0.19321048938501073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103482100","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":[0.0963027,0.020348439,0.19676675,0.66141665,0.00024734932,0.00509534,0.00009112227,0.00009235389,0.019639274],"genre_scores_gemma":[0.9937799,0.0027339745,0.0026139023,0.00041340408,0.000075674,0.00020559572,0.0000051022994,0.00002287175,0.00014960623],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7710292,0.21756238,0.0016975997,0.00080225104,0.005887413,0.003021207],"domain_scores_gemma":[0.93625915,0.059984732,0.00030064868,0.0005710624,0.0022347276,0.00064966077],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.45272666,0.00017289167,0.0008115133,0.0018650339,0.0018820665,0.0001759338,0.0010638775,0.00020241424,0.000118573575],"category_scores_gemma":[0.04875601,0.00012971791,0.00023682677,0.008478783,0.009028126,0.00028349346,0.0003286639,0.0036975169,0.000021555754],"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":[0.00009755253,0.00010352861,0.0001456509,0.00027625888,0.00013024865,0.000007191338,0.56148636,0.000021059845,0.000016760534,0.43625155,0.00007394934,0.0013899147],"study_design_scores_gemma":[0.0003387431,0.00039985415,0.00048217434,0.0008397144,0.0000087797835,2.1033382e-7,0.6409275,0.00017623098,0.000013661274,0.3553201,0.0014077619,0.00008526551],"about_ca_topic_score_codex":0.059126418,"about_ca_topic_score_gemma":0.046644293,"teacher_disagreement_score":0.89747715,"about_ca_system_score_codex":0.0035123876,"about_ca_system_score_gemma":0.005521707,"threshold_uncertainty_score":0.99941736},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2103679447","doi":"10.1177/104973200129118633","title":"Ethical Evaluation in Qualitative Research","year":2000,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":31,"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":"Qualitative research; Raising (metalworking); Perspective (graphical); Narrative; Engineering ethics; Identity (music); Psychology; Sociology; Epistemology; Social psychology; Social science; Computer science; Aesthetics","score_opus":0.9524903900883231,"score_gpt":0.8577493465530773,"score_spread":0.09474104353524582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103679447","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16584778,0.003396866,0.0006254533,0.55425966,0.0001886464,0.0059141237,0.00007978231,0.0001203954,0.26956728],"genre_scores_gemma":[0.9484862,0.0076636523,0.016298003,0.0025789344,0.0007892133,0.0024825702,0.000075586504,0.0001044842,0.021521375],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.2329865,0.7404165,0.0016659916,0.0014926785,0.018621722,0.0048166094],"domain_scores_gemma":[0.83430547,0.15280926,0.00016699312,0.0008264723,0.010215066,0.0016767223],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.7770778,0.0002528223,0.0006871416,0.0019188025,0.0046804366,0.0003213157,0.0010384459,0.0008588915,0.00732815],"category_scores_gemma":[0.1313385,0.00024690758,0.00013175089,0.008253465,0.010810308,0.00052269443,0.0001614125,0.011768972,0.0019954685],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00018178567,0.00017621543,0.000013711687,0.00009690969,0.0000112216685,0.00000512199,0.56733066,0.0000049611385,0.00001170124,0.3354765,0.008610557,0.088080674],"study_design_scores_gemma":[0.00053536776,0.00048376087,0.00028562426,0.00018655791,7.7716453e-7,2.2655989e-7,0.5180281,0.0001684243,0.000008922379,0.3784319,0.10172185,0.00014850002],"about_ca_topic_score_codex":0.0659203,"about_ca_topic_score_gemma":0.026578095,"teacher_disagreement_score":0.78263843,"about_ca_system_score_codex":0.0042456384,"about_ca_system_score_gemma":0.012908007,"threshold_uncertainty_score":0.99999833},"labels":[],"label_agreement":null},{"id":"W2104859209","doi":"10.1046/j.1365-2648.2000.02224.x","title":"Storytelling and the interpretation of meaning in qualitative research","year":2002,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":200,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"Lung Health Foundation; Canadian Lung Association","keywords":"Narrative; Narrative inquiry; Meaning (existential); Context (archaeology); Qualitative research; Storytelling; Medicine; Distrust; Seriousness; Psychology; Nursing; Psychotherapist; Sociology; Epistemology; Linguistics","score_opus":0.3604757457743789,"score_gpt":0.6338312391141181,"score_spread":0.2733554933397392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104859209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7297301,0.025037862,0.11516884,0.05583097,0.000805083,0.0007014952,0.0000019240638,0.000010806657,0.07271286],"genre_scores_gemma":[0.9734784,0.0017848919,0.024563791,0.000015673835,0.00007588668,9.461907e-7,2.636923e-8,0.0000044247963,0.00007595508],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98890316,0.009628518,0.00038604572,0.00007061347,0.0008013803,0.00021026381],"domain_scores_gemma":[0.98789036,0.0110757565,0.00025733502,0.000047599402,0.0006704069,0.000058568752],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.037842847,0.000040691946,0.00019520435,0.0002580518,0.0002603835,0.00003150879,0.00013699388,0.000040988325,0.0000128120255],"category_scores_gemma":[0.012283051,0.000028593713,0.000044733613,0.00046887164,0.002166811,0.00038425034,0.000010326938,0.0006955815,3.98533e-7],"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":[0.00021100345,0.00002284433,0.00001103277,0.000011884322,0.0000062257177,0.0000015241353,0.7481302,0.00036715853,0.00043021856,0.09073764,0.000017524135,0.16005273],"study_design_scores_gemma":[0.0006314849,0.00012196772,0.000038204147,0.00083011895,0.0000035538005,0.0000014086404,0.7158496,0.0023697459,0.00017521592,0.27956104,0.00038467933,0.000033008146],"about_ca_topic_score_codex":0.000068977,"about_ca_topic_score_gemma":0.000063183834,"teacher_disagreement_score":0.24374825,"about_ca_system_score_codex":0.00018384388,"about_ca_system_score_gemma":0.000065706765,"threshold_uncertainty_score":0.9960369},"labels":[],"label_agreement":null},{"id":"W2105302560","doi":"10.1177/1049732304270394","title":"Bracketing in Research: A Typology","year":2004,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":538,"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":"Bracketing (phenomenology); Typology; Operationalization; Epistemology; Qualitative research; Phenomenology (philosophy); Psychology; Disconnection; Sociology; Social science; Philosophy","score_opus":0.9776479172845705,"score_gpt":0.8514889933035332,"score_spread":0.12615892398103723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105302560","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":[0.19893269,0.003097817,0.002630628,0.61264575,0.0002955896,0.0031421396,0.000045320307,0.00013540674,0.17907465],"genre_scores_gemma":[0.9578307,0.0038524831,0.033027392,0.0012282422,0.0005496565,0.00047927728,0.000013586552,0.000059444938,0.0029591662],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.70264095,0.2833352,0.0011430276,0.0010770755,0.0066007674,0.0052029327],"domain_scores_gemma":[0.94183296,0.05355552,0.00011858378,0.00042968852,0.0030465755,0.0010166697],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.47396937,0.00014855112,0.0004576089,0.0018614728,0.0035403932,0.00016879852,0.0008097514,0.00031355702,0.00028946286],"category_scores_gemma":[0.11161301,0.00014599947,0.000074156065,0.0058896705,0.009058151,0.00035654282,0.00029822695,0.0050850445,0.00056075107],"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":[0.000051885116,0.00012038402,0.000077363205,0.00009425959,0.0000048227616,0.00001220156,0.44261447,0.000002758276,0.000032235763,0.54934,0.0011603809,0.0064892126],"study_design_scores_gemma":[0.00042029464,0.00039454858,0.00071767846,0.0001674053,1.4983573e-7,2.483371e-7,0.48537177,0.0000023185546,0.000015852915,0.4654098,0.047413636,0.00008631099],"about_ca_topic_score_codex":0.12578833,"about_ca_topic_score_gemma":0.060075913,"teacher_disagreement_score":0.7588981,"about_ca_system_score_codex":0.0031097236,"about_ca_system_score_gemma":0.010202349,"threshold_uncertainty_score":0.99775684},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W210580446","doi":"10.46743/2160-3715/2005.1830","title":"Menopause and Methodological Doubt","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Hermeneutics; Interpretation (philosophy); Menopause; Epistemology; Dualism; Psychology; Sociology; Psychoanalysis; Philosophy; Medicine; Linguistics","score_opus":0.8372261928043666,"score_gpt":0.7265297721384278,"score_spread":0.11069642066593877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W210580446","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":[0.2969934,0.0022221156,0.08980931,0.16917859,0.00058385945,0.0011112076,0.0000151885215,0.00024767453,0.43983865],"genre_scores_gemma":[0.75676984,0.0008183675,0.20313697,0.0014815594,0.0007993866,0.00015670981,0.000010193841,0.000039711755,0.03678725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96504885,0.032939993,0.000351934,0.000280216,0.0009974387,0.00038154426],"domain_scores_gemma":[0.98357034,0.015016078,0.00019085458,0.00026248672,0.00059975655,0.00036050513],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13934945,0.000109833556,0.00026266152,0.000044808094,0.00057458493,0.00008838421,0.00022543332,0.00010802635,0.00005975629],"category_scores_gemma":[0.054078747,0.00006468196,0.000046098114,0.00033118392,0.0033605825,0.00017163245,0.00011234399,0.00038741285,0.000034130728],"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":[0.00004925252,0.000018138595,0.000067683446,0.000005589461,0.000030675434,0.000064391366,0.48409805,4.5800638e-7,0.00009042638,0.5113873,0.0019970334,0.0021910125],"study_design_scores_gemma":[0.00012916383,0.00012489002,0.0001339751,0.0000067273395,0.000009713701,0.000020079042,0.3517983,0.0000031187167,0.000056210378,0.5239613,0.12366315,0.000093391005],"about_ca_topic_score_codex":0.0025270388,"about_ca_topic_score_gemma":0.00020416123,"teacher_disagreement_score":0.45977646,"about_ca_system_score_codex":0.00009203727,"about_ca_system_score_gemma":0.00047692805,"threshold_uncertainty_score":0.9993517},"labels":[],"label_agreement":null},{"id":"W2106177048","doi":"10.1177/1049732302239415","title":"Consent in Oral History Interviews: Unique Challenges","year":2003,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Calgary","funders":"","keywords":"Oral history; Informed consent; Warrant; Qualitative research; Research ethics; Psychology; Semi-structured interview; Process (computing); Medicine; Engineering ethics; Medical education; Sociology; Alternative medicine; Social science; Psychiatry; Engineering; Anthropology; Pathology","score_opus":0.9500310493977988,"score_gpt":0.7629165486005886,"score_spread":0.18711450079721026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106177048","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":[0.011577277,0.10938849,0.0042514754,0.3826647,0.0007862651,0.0034399077,0.000026453923,0.00013903122,0.4877264],"genre_scores_gemma":[0.5767328,0.2837465,0.0745205,0.007171787,0.0004526903,0.0018753984,0.000021818667,0.00018564476,0.055292834],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.75521857,0.23959516,0.0007252291,0.00057615235,0.0021281836,0.0017566839],"domain_scores_gemma":[0.9609654,0.036468398,0.0001503234,0.0003635909,0.0012567245,0.00079554936],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.27677527,0.00016382027,0.0005021904,0.0007540011,0.00067958306,0.000041908716,0.0004364162,0.00021155288,0.0007947385],"category_scores_gemma":[0.05841115,0.00015629917,0.00008783299,0.0009731325,0.004069705,0.00023465596,0.00008224559,0.002084523,0.0001946306],"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":true,"study_design_scores_codex":[0.0000215488,0.00010863196,0.000020379404,0.00022825577,0.0000063846437,0.000006460215,0.4470456,1.3404629e-7,0.0000054465568,0.53430045,0.008406147,0.009850549],"study_design_scores_gemma":[0.00021295703,0.00023577806,0.000091850256,0.00014763525,2.6079692e-7,2.4844584e-7,0.38881683,0.0000025153265,0.000006700513,0.1283226,0.4820738,0.00008881073],"about_ca_topic_score_codex":0.024512187,"about_ca_topic_score_gemma":0.062086105,"teacher_disagreement_score":0.56515557,"about_ca_system_score_codex":0.0043333895,"about_ca_system_score_gemma":0.010012794,"threshold_uncertainty_score":0.9994888},"labels":[],"label_agreement":null},{"id":"W2108138933","doi":"10.1177/1077800403255296","title":"“Challenging” Research Practices: Turning a Critical Lens on the Work of Transcription","year":2003,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":232,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Transcription (linguistics); Sociology; Focus group; Qualitative research; Context (archaeology); Data collection; Work (physics); Engineering ethics; Task (project management); Focus (optics); Pedagogy; Psychology; Social science; Management; Linguistics; Engineering","score_opus":0.8709013029919697,"score_gpt":0.704178205982232,"score_spread":0.16672309700973764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108138933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45531535,0.003212441,0.043156136,0.22524887,0.0014135223,0.0017100759,0.000027319511,0.00013551427,0.26978076],"genre_scores_gemma":[0.9932804,0.00038746992,0.0050167353,0.00030887593,0.00023668473,0.00008074234,0.0000011188419,0.000019250274,0.00066871097],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9175247,0.07903599,0.00040344632,0.00034688402,0.0019764872,0.00071252574],"domain_scores_gemma":[0.8532505,0.14466126,0.00021894272,0.00030819143,0.0014004363,0.00016064802],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.10794767,0.00013126778,0.00024584564,0.00020840592,0.0014271559,0.00010309874,0.00035891964,0.0001936601,0.00044485863],"category_scores_gemma":[0.26255408,0.00009482623,0.00012428868,0.0012680499,0.007001752,0.00040641532,0.00002493216,0.0015187867,0.000077092416],"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":[0.00003812716,0.000079713944,0.000018232657,0.00003619876,0.000018607665,0.0000014701726,0.45460188,0.0000021508174,0.00044189766,0.54357857,0.00079898024,0.00038419943],"study_design_scores_gemma":[0.00012176743,0.00025965186,0.00007843995,0.00021323729,0.0000062287795,1.5488736e-7,0.7298982,0.0000040776235,0.00050957245,0.21960662,0.049196728,0.00010528483],"about_ca_topic_score_codex":0.0004823752,"about_ca_topic_score_gemma":0.00011908838,"teacher_disagreement_score":0.53796506,"about_ca_system_score_codex":0.00015824026,"about_ca_system_score_gemma":0.00045899185,"threshold_uncertainty_score":0.99987286},"labels":[],"label_agreement":null},{"id":"W2108368184","doi":"10.1177/1468794115569561","title":"Men can change: transformation, agency, ethics and closure during critical dialogue in interviews","year":2015,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":14,"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 Victoria","funders":"","keywords":"Empathy; Compassion; CONTEST; Agency (philosophy); Psychology; Distancing; Social psychology; Closure (psychology); Friendship; Coercion (linguistics); Sociology; Medicine; Political science; Social science; Law","score_opus":0.8588660113801196,"score_gpt":0.7283389263296247,"score_spread":0.13052708505049493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108368184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47978657,0.0048523783,0.0025142105,0.43463102,0.0002640508,0.002518805,0.00018227895,0.0001014196,0.07514926],"genre_scores_gemma":[0.99404603,0.0026376646,0.0019797275,0.0001796112,0.00025832627,0.00031863406,0.000012348199,0.00002157158,0.0005461044],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9078542,0.08774076,0.00049638253,0.00039806645,0.002462457,0.0010481265],"domain_scores_gemma":[0.9747963,0.022248926,0.000045758035,0.0001965012,0.0020158633,0.00069664663],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17606734,0.0001501214,0.00033384023,0.00051860634,0.0010858891,0.00019542279,0.00038481204,0.0003568644,0.0000693613],"category_scores_gemma":[0.078253135,0.00013710141,0.000057985315,0.0013458576,0.004202806,0.0006458404,0.00015097341,0.0031580701,0.000040769104],"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":[0.00004583002,0.000045699253,0.00023431501,0.00021322614,0.000008282584,0.000010815786,0.7236088,1.8387277e-7,0.000053899865,0.27296188,0.0002309079,0.0025861477],"study_design_scores_gemma":[0.000485951,0.00019056979,0.0018653134,0.00017137377,0.0000021969968,7.281283e-7,0.71097046,0.000035853933,0.00008317898,0.2778941,0.008136577,0.00016369142],"about_ca_topic_score_codex":0.022797806,"about_ca_topic_score_gemma":0.025401315,"teacher_disagreement_score":0.51425946,"about_ca_system_score_codex":0.0004850088,"about_ca_system_score_gemma":0.001189908,"threshold_uncertainty_score":0.9991417},"labels":[],"label_agreement":null},{"id":"W2109319812","doi":"10.1177/1468794105048658","title":"Fear of offending: disclosing researcher discomfort when engaging in analysis","year":2005,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Victoria","funders":"","keywords":"Narrative; Narrative inquiry; Psychology; Content analysis; Focus group; Constructivist grounded theory; Social psychology; Participant observation; Qualitative research; Sociology; Grounded theory; Social science","score_opus":0.7134932883470805,"score_gpt":0.7306789638120522,"score_spread":0.01718567546497174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109319812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7498341,0.0017657569,0.022384932,0.061335113,0.00007642403,0.0016314292,0.00011397586,0.000080464786,0.16277781],"genre_scores_gemma":[0.96447414,0.00041850124,0.029388702,0.000030474723,0.00018722215,0.00007331724,0.000015055041,0.000027318414,0.0053852587],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9296051,0.06295188,0.0007876184,0.00061973743,0.004390725,0.0016449413],"domain_scores_gemma":[0.97204703,0.02609178,0.00013630903,0.00043784842,0.00087410765,0.00041292736],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17231782,0.0001714251,0.00060336024,0.0025682417,0.0010429869,0.00018504103,0.0008557566,0.00019469576,0.0009133908],"category_scores_gemma":[0.021637268,0.00015547476,0.00026114224,0.0062541277,0.0049593705,0.0007119047,0.00033098692,0.0021366484,0.0000374222],"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":[0.000084332925,0.00019935302,0.005489019,0.00007222505,0.00020879475,0.00000630601,0.65403974,0.000052997875,0.0007736586,0.3248916,0.0004920935,0.0136898905],"study_design_scores_gemma":[0.0005282401,0.00015829783,0.004522136,0.00017736151,0.000026758671,1.139637e-7,0.8377546,0.0012230065,0.00087652303,0.13384776,0.020598063,0.00028714444],"about_ca_topic_score_codex":0.021167442,"about_ca_topic_score_gemma":0.017580952,"teacher_disagreement_score":0.21464007,"about_ca_system_score_codex":0.00088145584,"about_ca_system_score_gemma":0.00094861747,"threshold_uncertainty_score":0.9999999},"labels":[],"label_agreement":null},{"id":"W2111861263","doi":"10.1080/09663690903522339","title":"Still methodologically becoming: collaboration, feminist politics and ‘Team Ismaili’","year":2010,"lang":"en","type":"article","venue":"Gender Place & Culture","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Coquitlam College; York University","funders":"Social Sciences and Humanities Research Council of Canada; York University; Simon Fraser University; National Science Foundation","keywords":"Politics; Sociology; Silence; Power (physics); Normative; Knowledge production; Gender studies; Political science; Law; Aesthetics; Knowledge management","score_opus":0.25290550075680446,"score_gpt":0.5199431563679838,"score_spread":0.26703765561117937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111861263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46162546,0.0017897378,0.022674777,0.07478322,0.0027191646,0.0020103995,0.00042175426,0.0005245155,0.43345097],"genre_scores_gemma":[0.5184075,0.0006165736,0.44062403,0.0038232077,0.0015032955,0.00004676988,0.000029533627,0.000031271178,0.0349178],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960152,0.0024014013,0.00021085056,0.00033808028,0.0005459351,0.00048852095],"domain_scores_gemma":[0.9971654,0.0016452596,0.00008900271,0.00018657945,0.00053603615,0.00037774022],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00787506,0.00014849898,0.00021502677,0.000041625077,0.0006939561,0.0002947777,0.00025478302,0.00045479886,0.00022055823],"category_scores_gemma":[0.009762247,0.000115393625,0.000047989335,0.0003419623,0.0011786901,0.00016266279,0.00007935842,0.0008763283,0.00002094858],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017101274,0.00004616211,0.001134489,0.00003142732,0.000028633976,0.0000043776126,0.37541842,0.0000018978252,0.0058814846,0.5876068,0.02892975,0.0008995057],"study_design_scores_gemma":[0.00019555769,0.00004628431,0.0005869864,0.000004437641,0.0000128891,0.0000031978293,0.14834009,0.000019952588,0.0002711452,0.07030092,0.78004885,0.00016970343],"about_ca_topic_score_codex":0.00022552996,"about_ca_topic_score_gemma":0.0017409683,"teacher_disagreement_score":0.7511191,"about_ca_system_score_codex":0.00005113185,"about_ca_system_score_gemma":0.0005386913,"threshold_uncertainty_score":0.99857897},"labels":[],"label_agreement":null},{"id":"W2113596327","doi":"","title":"Born to do it? The social construction of motherhood","year":2006,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ideology; Gender studies; Institution; Resistance (ecology); Sociology; Variety (cybernetics); Social psychology; Psychology; Political science; Social science; Politics; Law","score_opus":0.05440888224256868,"score_gpt":0.392751619053558,"score_spread":0.3383427368109893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113596327","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":[0.28590524,0.00015846791,0.0017423086,0.010234081,0.0011058928,0.0010603622,0.00026777733,0.000086434746,0.69943947],"genre_scores_gemma":[0.683397,0.001365677,0.0081788665,0.0005428982,0.0020535814,0.000011935274,0.00062948535,0.00014594455,0.3036746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9966553,0.0017318338,0.00019921831,0.00029095644,0.00078146614,0.00034125184],"domain_scores_gemma":[0.9983305,0.000579118,0.00023192729,0.00017224792,0.0005759458,0.000110272675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017231354,0.00016521325,0.0002798254,0.000354755,0.0010878668,0.00006582327,0.0004926696,0.00044297945,0.00028122932],"category_scores_gemma":[0.00041417038,0.0001556252,0.00019575191,0.0012085579,0.0007122226,0.00015225104,0.000037884045,0.0005365363,0.000027391716],"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":[0.00057003467,0.00018957083,0.01876851,0.00027633682,0.00032127358,0.0000398743,0.037942935,0.000018732862,0.00003935195,0.7577933,0.12768796,0.056352105],"study_design_scores_gemma":[0.00015770167,0.0000339362,0.0005911705,0.000053163414,0.00004653008,3.4932757e-10,0.5648073,9.43896e-7,0.0001968911,0.0058061713,0.42815766,0.00014855848],"about_ca_topic_score_codex":0.0071606175,"about_ca_topic_score_gemma":0.37224093,"teacher_disagreement_score":0.75198716,"about_ca_system_score_codex":0.00022411313,"about_ca_system_score_gemma":0.0006854993,"threshold_uncertainty_score":0.9994508},"labels":[],"label_agreement":null},{"id":"W2113669181","doi":"10.1177/160940691201100508","title":"Understanding the Language, the Culture, and the Experience: Translation in Cross-Cultural Research","year":2012,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":114,"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; University of Alberta","funders":"","keywords":"Linguistics; Equivalence (formal languages); Comprehension; Meaning (existential); Interpretation (philosophy); Qualitative research; Sociology; Computer science; Psychology; Social science","score_opus":0.9250174164232379,"score_gpt":0.7946773260457056,"score_spread":0.13034009037753225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113669181","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19592988,0.019900221,0.5875587,0.14548612,0.0024617321,0.00095646444,0.000016647222,0.000014553361,0.047675695],"genre_scores_gemma":[0.96192,0.001111989,0.035326622,0.0003172258,0.0007346147,0.000021845142,6.085765e-7,0.0000067116357,0.00056033814],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92482454,0.07228416,0.0005219157,0.00010447242,0.0018911537,0.00037376196],"domain_scores_gemma":[0.94948953,0.048711427,0.000276089,0.00009623878,0.0013327193,0.00009398657],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.20755106,0.000085292675,0.00016995236,0.0001357788,0.0009038321,0.0004448993,0.000755602,0.00007481046,0.0000620545],"category_scores_gemma":[0.03068679,0.000034589713,0.000114633374,0.00050514314,0.007235387,0.00089032797,0.00007262917,0.0011493047,0.0000018792884],"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":[0.00013061665,0.000013093013,0.00023378932,0.0000018781537,0.000038566566,9.779828e-7,0.6204728,0.0000037559894,0.00017500955,0.3725648,0.00008482494,0.006279914],"study_design_scores_gemma":[0.0005435281,0.000022809063,0.00083321583,0.000031793483,0.0000046882246,0.000006515186,0.7868266,0.00005088701,0.00012967727,0.20096304,0.010543008,0.00004420566],"about_ca_topic_score_codex":0.00088068354,"about_ca_topic_score_gemma":0.00018420079,"teacher_disagreement_score":0.76599014,"about_ca_system_score_codex":0.00029601564,"about_ca_system_score_gemma":0.00014169999,"threshold_uncertainty_score":0.99546635},"labels":[],"label_agreement":null},{"id":"W2114068244","doi":"10.1177/104973201129119154","title":"Can we Research Suffering?","year":2001,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":276,"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":"Rhetoric; Articulation (sociology); Sociology; Psychology; Qualitative research; Epistemology; Social psychology; Psychotherapist; Social science; Political science; Philosophy; Law; Politics","score_opus":0.9306851359264814,"score_gpt":0.804363999728548,"score_spread":0.1263211361979334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114068244","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":[0.037325114,0.004123275,0.0019071137,0.81624156,0.00029280642,0.0023326916,0.00006199106,0.0001836512,0.1375318],"genre_scores_gemma":[0.8268363,0.057038005,0.019028835,0.0019830372,0.002168224,0.0011059152,0.00003500276,0.00016371558,0.09164096],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7930819,0.192268,0.00079558295,0.0009302607,0.008397381,0.004526905],"domain_scores_gemma":[0.93422085,0.056913238,0.00012763959,0.000706325,0.0059482367,0.0020837113],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.37772965,0.0002195335,0.00054156757,0.0015321178,0.008078996,0.00041210785,0.0012157444,0.00032274536,0.0011633385],"category_scores_gemma":[0.05414339,0.00020676963,0.00012874015,0.0065891477,0.009450537,0.00035227317,0.00039496346,0.005012222,0.00086093403],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008273101,0.00011869108,0.00014022722,0.0001378316,0.000015359718,0.00002147085,0.47726455,4.0160936e-7,0.000035797093,0.46884942,0.018024122,0.0353094],"study_design_scores_gemma":[0.00018240519,0.00041437382,0.00015945002,0.00011292155,3.615792e-7,7.1230517e-7,0.3651611,0.000011238695,0.0000140939355,0.27312925,0.36070397,0.000110116634],"about_ca_topic_score_codex":0.069001354,"about_ca_topic_score_gemma":0.030804947,"teacher_disagreement_score":0.8142585,"about_ca_system_score_codex":0.0023625414,"about_ca_system_score_gemma":0.00833201,"threshold_uncertainty_score":0.99991703},"labels":[],"label_agreement":null},{"id":"W2114110775","doi":"10.1177/1049732307305250","title":"Walking the Talk: How Participatory Interview Methods Can Democratize Research","year":2007,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"British Columbia Centre of Excellence for Women's Health","funders":"","keywords":"Misrepresentation; Participatory action research; Appropriation; Agency (philosophy); Qualitative research; Participant observation; Sociology; Citizen journalism; Embeddedness; Focus group; Community-based participatory research; Downtown; Public relations; Psychology; Gender studies; Political science; Medicine; Social science","score_opus":0.9465433078617652,"score_gpt":0.8111275865616712,"score_spread":0.13541572130009405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114110775","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":"methods","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":[0.016866015,0.013112568,0.11715301,0.8109623,0.0006544293,0.0044107097,0.00004826704,0.00018235577,0.036610305],"genre_scores_gemma":[0.7313775,0.009776612,0.21010613,0.0068072113,0.0026662091,0.0015744414,0.000026006439,0.00022957502,0.037436362],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.37901554,0.6012329,0.001459511,0.001313504,0.009901151,0.0070773982],"domain_scores_gemma":[0.7623453,0.22637865,0.00034238157,0.0011825614,0.007517218,0.0022338799],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.8020319,0.00028451596,0.00067955116,0.0010414526,0.010696265,0.0006702618,0.0018083223,0.00035075727,0.00043228175],"category_scores_gemma":[0.1338638,0.00020597882,0.00021284653,0.006029006,0.013352936,0.00039548412,0.00066417543,0.006623397,0.00010272122],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045703837,0.000073383104,0.000028656557,0.00021649348,0.000034643686,0.00001197004,0.49116424,1.3446343e-7,0.00013962068,0.29603812,0.010265137,0.20198192],"study_design_scores_gemma":[0.0001708478,0.00038531306,0.0004439865,0.00018835501,0.0000019769818,7.764958e-7,0.56765604,0.000021901331,0.00026552367,0.1687266,0.26198992,0.00014875978],"about_ca_topic_score_codex":0.022895087,"about_ca_topic_score_gemma":0.0401696,"teacher_disagreement_score":0.8041551,"about_ca_system_score_codex":0.0022959562,"about_ca_system_score_gemma":0.006126129,"threshold_uncertainty_score":0.9995082},"labels":[],"label_agreement":null},{"id":"W2114299733","doi":"10.1136/ebn.3.3.68","title":"Data analysis in qualitative research","year":2000,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1431,"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":"Qualitative research; Qualitative property; Raw data; Data collection; Reading (process); Data science; Computer science; Psychology; Sociology; Linguistics; Social science","score_opus":0.8240103365539592,"score_gpt":0.7357493011705942,"score_spread":0.08826103538336494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114299733","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":[0.34584048,0.014152785,0.065704964,0.44073996,0.00041624374,0.002093456,0.00022963234,0.0002752606,0.1305472],"genre_scores_gemma":[0.9637671,0.0012803613,0.03184526,0.00026629335,0.00028709898,0.00002846823,0.00003801907,0.000017449185,0.002469944],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94703454,0.048677538,0.0003962037,0.00068815466,0.0022655458,0.00093804405],"domain_scores_gemma":[0.9722967,0.026109602,0.000056548797,0.0008347948,0.0004367085,0.0002656586],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12614816,0.000113322385,0.00030896353,0.0009080532,0.000980977,0.0002556581,0.0011921995,0.00015369164,0.0023687507],"category_scores_gemma":[0.02150705,0.000110761546,0.00009281637,0.0073033497,0.003156794,0.0011698521,0.000044302516,0.0009379715,0.0001492958],"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":[0.00026516986,0.0003146838,0.0025418596,0.00004553908,0.00009537245,0.00003278847,0.4912193,0.0005856594,0.00009745136,0.03553842,0.0039112917,0.46535245],"study_design_scores_gemma":[0.00089750905,0.00043693703,0.0155266635,0.0055377665,0.00021120853,3.0684058e-7,0.6379846,0.018961802,0.00022325586,0.25455308,0.06475218,0.0009146857],"about_ca_topic_score_codex":0.012596503,"about_ca_topic_score_gemma":0.007255074,"teacher_disagreement_score":0.6179266,"about_ca_system_score_codex":0.0006506927,"about_ca_system_score_gemma":0.0014192787,"threshold_uncertainty_score":0.99955606},"labels":[],"label_agreement":null},{"id":"W2114463352","doi":"10.1177/1473325004043383","title":"Doing Narrative Research","year":2004,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":481,"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 Manitoba","funders":"","keywords":"Narrative; Narrative inquiry; Narrative criticism; Narrative network; Narrative history; Personal narrative; Narrative psychology; Sociology; Epistemology; Psychology; Literature; Art; Philosophy","score_opus":0.5353650122197128,"score_gpt":0.6820871400243934,"score_spread":0.14672212780468064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114463352","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":[0.11211669,0.0007586018,0.035193868,0.23260505,0.0006329051,0.0014175393,0.00003152828,0.00033619106,0.6169076],"genre_scores_gemma":[0.9346463,0.00009262691,0.054748345,0.00040100157,0.0013474838,0.00014725458,0.000008305261,0.00004232298,0.008566348],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9666518,0.029110905,0.0003666219,0.00044447792,0.0022450949,0.0011811063],"domain_scores_gemma":[0.9890194,0.008898218,0.000116584684,0.00015004197,0.0015174166,0.00029831933],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05192857,0.0001668929,0.00032652996,0.00023213458,0.008711852,0.00022809279,0.00046306383,0.00029301306,0.0005306053],"category_scores_gemma":[0.010203288,0.0001644785,0.00017314087,0.0040107793,0.0063876812,0.00036581387,0.00011288224,0.0014475737,0.00046434003],"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":[0.000030623636,0.000039410927,0.000006489026,0.000007035795,0.000022843566,0.000003860033,0.50797695,0.000001577231,0.00003448241,0.4871374,0.0013155411,0.003423762],"study_design_scores_gemma":[0.00021453525,0.000052727537,0.00008050011,0.000037119262,0.000001969264,3.5403318e-8,0.50620997,3.4331165e-8,0.00003598428,0.4058433,0.08740454,0.00011927668],"about_ca_topic_score_codex":0.0020499716,"about_ca_topic_score_gemma":0.0007177628,"teacher_disagreement_score":0.8225296,"about_ca_system_score_codex":0.0008862693,"about_ca_system_score_gemma":0.0012251429,"threshold_uncertainty_score":0.9981342},"labels":[],"label_agreement":null},{"id":"W2114483282","doi":"10.1177/0038038508094574","title":"`Knowledge Once Divided Can Be Hard to Put Together Again'","year":2008,"lang":"en","type":"article","venue":"Sociology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":122,"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":"Reflexivity; Sociology; Normative; Epistemology; Argument (complex analysis); Field (mathematics); Embodied cognition; Division of labour; Knowledge production; Social epistemology; Knowledge management; Social science; Computer science; Political science; Law","score_opus":0.4521169916236979,"score_gpt":0.5586264073916666,"score_spread":0.10650941576796868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114483282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75456285,0.0005886901,0.0027415054,0.1393548,0.00062173244,0.00039740442,0.00002645623,0.00011890049,0.10158768],"genre_scores_gemma":[0.9650513,0.0003746962,0.008439694,0.00511546,0.00066222803,0.000056694047,0.0000047532185,0.000018031587,0.020277148],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938469,0.004839251,0.00016283688,0.00027735668,0.00026125665,0.00061241694],"domain_scores_gemma":[0.9967077,0.002572405,0.000042413565,0.00016411478,0.00024218026,0.00027118952],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0053751417,0.000096366966,0.00023163254,0.00006246243,0.0009969904,0.00001591371,0.00033512674,0.00027120183,0.00031872225],"category_scores_gemma":[0.005502212,0.00008766216,0.00008955752,0.0002113713,0.0030099542,0.00005324996,0.00010252053,0.00042921302,0.00022947804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012926926,0.000041550513,0.00465363,0.00000866681,0.000032324187,0.000013134372,0.750215,0.0000014588103,0.001243094,0.21498391,0.023260541,0.0055337395],"study_design_scores_gemma":[0.00031648684,0.00021156034,0.008162736,0.000015414476,0.000006642637,0.0000014927244,0.046516813,0.000009762396,0.00021369226,0.14353032,0.80069965,0.00031543215],"about_ca_topic_score_codex":0.0026816302,"about_ca_topic_score_gemma":0.0028685916,"teacher_disagreement_score":0.7774391,"about_ca_system_score_codex":0.00018569933,"about_ca_system_score_gemma":0.0006816562,"threshold_uncertainty_score":0.9997033},"labels":[],"label_agreement":null},{"id":"W2116935474","doi":"10.1016/j.dld.2005.09.002","title":"Qualitative research in inflammatory bowel disease: Dispelling the myths of an unknown entity","year":2005,"lang":"en","type":"review","venue":"Digestive and Liver Disease","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Calgary","funders":"","keywords":"Medicine; Qualitative research; Inflammatory bowel disease; Disease; Mythology; Inflammatory Bowel Diseases; Intensive care medicine; Pathology; Social science; Sociology","score_opus":0.4474365907757608,"score_gpt":0.6294527262323983,"score_spread":0.18201613545663753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116935474","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":[0.0005820719,0.9943618,0.000040385166,0.00066496216,0.00006792091,0.0015508514,0.00038354317,0.000019352274,0.002329125],"genre_scores_gemma":[0.0021113358,0.9961978,0.0001570919,0.000026579384,0.00038492258,0.00019362364,0.00007101583,0.000035448982,0.0008221663],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96350616,0.032829076,0.00065066724,0.00068274606,0.0015680535,0.0007632707],"domain_scores_gemma":[0.9853703,0.012169295,0.00029564806,0.00048896635,0.0005971295,0.001078665],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.023824153,0.0003442657,0.0008091756,0.000437577,0.0008686996,0.00022284943,0.0007405699,0.00023003478,0.00007570118],"category_scores_gemma":[0.005467969,0.00024266994,0.00032174273,0.00086763164,0.005621427,0.0005376812,0.0002773289,0.0014700475,0.000033710578],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013390173,0.00034981937,0.00030337163,0.008067367,0.00009554009,0.00012078008,0.11114598,0.0000034437899,4.0089166e-8,0.1892235,0.000088405475,0.69046783],"study_design_scores_gemma":[0.000171395,0.00005406284,0.0031554496,0.007682355,0.00021833423,1.4382799e-7,0.032597587,0.000044604785,5.331541e-8,0.011345511,0.94433606,0.0003944298],"about_ca_topic_score_codex":0.0012551689,"about_ca_topic_score_gemma":0.0010080105,"teacher_disagreement_score":0.94424766,"about_ca_system_score_codex":0.00029283622,"about_ca_system_score_gemma":0.0031766128,"threshold_uncertainty_score":0.9970847},"labels":[],"label_agreement":null},{"id":"W2117161745","doi":"10.1177/104973202129120313","title":"Leveling the Playing Field? Exploring the Merits of the Ethics-as-Process Approach for Judging Qualitative Research Proposals","year":2002,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":136,"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":"Qualitative research; Engineering ethics; Research ethics; Field (mathematics); Process (computing); Informed consent; Management science; Psychology; Sociology; Medicine; Social science; Computer science; Alternative medicine; Engineering","score_opus":0.9614351793248613,"score_gpt":0.7788944891919308,"score_spread":0.1825406901329305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117161745","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":[0.06587205,0.004537596,0.042926542,0.8539986,0.0004933998,0.0104317535,0.00011908007,0.00008876986,0.021532182],"genre_scores_gemma":[0.96159375,0.0032259107,0.02348465,0.0021072158,0.00073902705,0.0045721103,0.0000069707985,0.000098341225,0.0041720476],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7182604,0.2661942,0.0014651823,0.001030865,0.009762552,0.003286815],"domain_scores_gemma":[0.6899015,0.2989656,0.00047807864,0.0010658569,0.009094584,0.0004944389],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.48661706,0.00029275977,0.000632529,0.00047512553,0.020560246,0.00040750904,0.002909255,0.0003456052,0.00011322855],"category_scores_gemma":[0.24559116,0.00015892865,0.000285747,0.0049093044,0.010831414,0.0005625841,0.00058359007,0.009187994,0.000028824705],"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":[0.0000811397,0.00008665583,0.000013093651,0.0007507377,0.000046723264,3.349381e-7,0.6318705,0.000009576025,0.000071561626,0.35755068,0.0018006415,0.007718362],"study_design_scores_gemma":[0.00025999625,0.00041562744,0.000023680353,0.00037545088,0.0000040325926,5.366941e-7,0.74334955,0.0007375151,0.0005259687,0.24776107,0.0063968846,0.00014971297],"about_ca_topic_score_codex":0.016679674,"about_ca_topic_score_gemma":0.0015254891,"teacher_disagreement_score":0.8957217,"about_ca_system_score_codex":0.00065213034,"about_ca_system_score_gemma":0.0041517667,"threshold_uncertainty_score":0.99309784},"labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"evaluation","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","research_integrity"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2117329036","doi":"10.1177/019394590102300604","title":"Participation of Immigrant Women Family Caregivers in Qualitative Research","year":2001,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Canadian Institutes of Health Research; Institute of Gender and Health; University of Alberta","funders":"","keywords":"Immigration; Qualitative research; Ethnography; Psychology; Nursing; Gerontology; Gender studies; Medicine; Sociology; Political science; Social science","score_opus":0.680463536609258,"score_gpt":0.7113616244087739,"score_spread":0.030898087799515972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117329036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801288,0.00069154263,0.000506361,0.009468035,0.00013888974,0.00025316022,0.0000032344897,0.000004287403,0.008805666],"genre_scores_gemma":[0.99692017,0.0013423531,0.00073048397,0.000010962357,0.00018641062,0.000012398954,4.7619721e-7,0.00001456359,0.0007821864],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9556131,0.037187148,0.00078465376,0.00022335011,0.0048484867,0.0013432688],"domain_scores_gemma":[0.9836574,0.011018737,0.00022538945,0.00019719811,0.0044558523,0.00044542423],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1372331,0.00009328541,0.00039808723,0.0016062364,0.0005185462,0.00012248749,0.0006524471,0.00015963605,0.000053063897],"category_scores_gemma":[0.012597155,0.00008321479,0.00008968425,0.0026035584,0.004144376,0.0005047734,0.000054520147,0.0019631102,0.000013263009],"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":[0.0007609153,0.0003971081,0.004514453,0.00003660092,0.00002325025,0.00008300907,0.9345214,0.000019790774,0.0034186384,0.006207997,0.00044526308,0.04957157],"study_design_scores_gemma":[0.0007267094,0.0011373723,0.0194006,0.0011152333,0.0000027956162,0.0000029775701,0.9013383,0.000011598827,0.00021958539,0.07340579,0.002551221,0.000087830114],"about_ca_topic_score_codex":0.0033830048,"about_ca_topic_score_gemma":0.0008532957,"teacher_disagreement_score":0.124635935,"about_ca_system_score_codex":0.0017667428,"about_ca_system_score_gemma":0.0015071328,"threshold_uncertainty_score":0.9985658},"labels":[],"label_agreement":null},{"id":"W2118229498","doi":"10.1177/1744987114536571","title":"Locating the qualitative interview: reflecting on space and place in nursing research","year":2014,"lang":"en","type":"article","venue":"Journal of research in nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":46,"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; University of Ottawa","funders":"","keywords":"Interview; Reflexivity; Space (punctuation); Context (archaeology); Qualitative research; Sociology; Process (computing); Nursing research; Nursing; Psychology; Medicine; Computer science; Social science; History","score_opus":0.6995367142139708,"score_gpt":0.7618265426911759,"score_spread":0.0622898284772051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118229498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5676013,0.0050013885,0.003404499,0.29213583,0.000445602,0.0007818549,9.665928e-7,0.000013965692,0.13061456],"genre_scores_gemma":[0.9913017,0.0009211386,0.0069140107,0.000055604523,0.00051592686,0.000007733276,1.192444e-7,0.000020339123,0.0002634348],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.89549965,0.09837154,0.0007335759,0.00032628808,0.003689651,0.0013793181],"domain_scores_gemma":[0.9341246,0.06339709,0.0002449772,0.00022831847,0.0016928036,0.000312244],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.35311627,0.00011892588,0.00034413033,0.0016253844,0.001469166,0.0003914544,0.00064531807,0.00016411592,0.000009186265],"category_scores_gemma":[0.06514662,0.000087330016,0.00006374356,0.0030280147,0.0046578664,0.0004220995,0.000078202036,0.0057447776,0.0000049343716],"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":[0.00027199474,0.00014377173,0.00017636035,0.000067574794,0.0000051211964,0.000017162529,0.57270515,0.000075138145,0.00032494392,0.15163065,0.00071618357,0.27386597],"study_design_scores_gemma":[0.00042899203,0.0007813503,0.00045310654,0.011311473,0.0000016027963,0.00000772515,0.6188877,0.0008842856,0.00015700706,0.3652544,0.0017435709,0.00008872312],"about_ca_topic_score_codex":0.00081936456,"about_ca_topic_score_gemma":0.00070126343,"teacher_disagreement_score":0.4237004,"about_ca_system_score_codex":0.0019199199,"about_ca_system_score_gemma":0.00076413795,"threshold_uncertainty_score":0.9998308},"labels":[],"label_agreement":null},{"id":"W2118272611","doi":"10.1177/1077800408318421","title":"Sketchy Rendering","year":2008,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"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":"Narrative; Aesthetics; Sociology; Egalitarianism; Representation (politics); Epistemology; Rendering (computer graphics); Perspective (graphical); Visual arts; Computer science; Art; Philosophy; Linguistics; Law; Political science","score_opus":0.7201917857365404,"score_gpt":0.6479988032456236,"score_spread":0.07219298249091677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118272611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5671021,0.0013483472,0.10748373,0.026402447,0.0015105698,0.00065228896,0.000026352387,0.0004916138,0.29498258],"genre_scores_gemma":[0.94566315,0.0010155062,0.04049698,0.00084623747,0.0010450116,0.000060345646,0.000007076177,0.00003239854,0.01083327],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98816305,0.00974448,0.0002941819,0.00029716946,0.000938979,0.0005621241],"domain_scores_gemma":[0.99375206,0.0053290273,0.00009597162,0.00019442309,0.0003681204,0.00026040367],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.013565136,0.00012579,0.00022574526,0.00012740829,0.0013281949,0.000037294016,0.00028497644,0.00013785483,0.00043478256],"category_scores_gemma":[0.008080336,0.00012064236,0.00010764442,0.00054575095,0.004494641,0.00037520062,0.000063771215,0.00041592488,0.00028527481],"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":[0.00001273522,0.000026829515,0.000113690694,0.000011319793,0.000018069333,0.000015071669,0.70141655,7.690422e-7,0.00013384796,0.29154724,0.0044899373,0.0022139363],"study_design_scores_gemma":[0.0002508733,0.00009195086,0.0008217549,0.000031038595,0.000003508252,0.000002025865,0.6936258,0.0000065572794,0.00021366541,0.15186694,0.15283334,0.00025251185],"about_ca_topic_score_codex":0.0011868455,"about_ca_topic_score_gemma":0.00016383323,"teacher_disagreement_score":0.3785611,"about_ca_system_score_codex":0.0001545451,"about_ca_system_score_gemma":0.00045097017,"threshold_uncertainty_score":0.9999719},"labels":[],"label_agreement":null},{"id":"W2118321363","doi":"","title":"Looking back at Social Knowledge in the Making","year":2014,"lang":"en","type":"article","venue":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"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":"Sociology; Social knowledge; Epistemology; Social science; Philosophy","score_opus":0.17383546382799692,"score_gpt":0.4408659135969559,"score_spread":0.267030449768959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118321363","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":[0.49158955,0.000011073509,0.0013902683,0.0037515897,0.000243154,0.00066653325,0.000072994204,0.00011505991,0.5021598],"genre_scores_gemma":[0.98538935,0.00002968294,0.00036863418,0.0011290263,0.00039309467,0.0000059456015,0.000023405031,0.000037515187,0.0126233725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924756,0.0041198116,0.00034501372,0.0007192138,0.0011901025,0.0011502005],"domain_scores_gemma":[0.99646574,0.0022033616,0.00017759595,0.00040501115,0.00042674993,0.0003215645],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007346328,0.0003203024,0.00041764585,0.00062051235,0.0025284253,0.002316319,0.0028627429,0.00033140223,0.0010353158],"category_scores_gemma":[0.0029712724,0.00030306465,0.00027869135,0.0024414076,0.0008749804,0.0041966117,0.0017385265,0.0009691891,0.005770974],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008587346,0.000582256,0.2583143,0.00028100802,0.0001815518,0.00022275881,0.12953462,0.000038181817,0.0003929088,0.53203803,0.014502068,0.0630536],"study_design_scores_gemma":[0.00051058765,0.000057446236,0.034538593,0.00010927468,0.000017139428,0.0000015860146,0.0050029983,0.000013105219,0.000060639522,0.0050096656,0.9542527,0.00042625656],"about_ca_topic_score_codex":0.000161065,"about_ca_topic_score_gemma":0.0058714775,"teacher_disagreement_score":0.9397506,"about_ca_system_score_codex":0.0014428364,"about_ca_system_score_gemma":0.0002838135,"threshold_uncertainty_score":0.9999421},"labels":[],"label_agreement":null},{"id":"W2118432778","doi":"10.1046/j.1440-1800.2003.00156.x","title":"‘Patient satisfaction’: knowledge for ruling hospital reform — An institutional ethnography","year":2003,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Island University; University of Victoria","funders":"","keywords":"Ethnography; Accountability; Health care; Public relations; Quality (philosophy); Sociology; sort; Nursing; Psychology; Business; Medicine; Political science; Law; Epistemology","score_opus":0.26333236058709575,"score_gpt":0.5360465217074292,"score_spread":0.2727141611203334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118432778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7419594,0.0011940519,0.12318147,0.0036744564,0.0079575,0.0009857984,0.000024319112,0.00021100984,0.12081199],"genre_scores_gemma":[0.9432175,0.000054908447,0.055972844,0.0000684351,0.0005157421,0.00005304556,0.0000074848003,0.000013630611,0.00009636635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99770194,0.0009926675,0.00020270493,0.00025118756,0.00041880822,0.000432696],"domain_scores_gemma":[0.9988637,0.0003363693,0.000067165674,0.00013381906,0.00038219464,0.00021673656],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036567869,0.00010090702,0.00012783245,0.00014664225,0.0018139088,0.00009571409,0.00009096824,0.00017144915,0.00003810596],"category_scores_gemma":[0.0014537293,0.00009750097,0.000102743186,0.00039265523,0.0020462822,0.00048000822,0.0000068186623,0.00027872424,0.000010833563],"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":[0.000016507358,0.000178276,0.0005102713,0.000016839442,0.000012699808,5.220542e-7,0.23364365,0.0000090721,0.00006975643,0.5848804,0.00038302044,0.18027899],"study_design_scores_gemma":[0.00081680587,0.0011030254,0.012918688,0.0003957066,0.00002879245,0.000002192393,0.41194183,0.00019771258,0.0006021825,0.3877535,0.18361807,0.00062150974],"about_ca_topic_score_codex":0.00042396816,"about_ca_topic_score_gemma":0.00022267604,"teacher_disagreement_score":0.20125814,"about_ca_system_score_codex":0.0005942414,"about_ca_system_score_gemma":0.00057758857,"threshold_uncertainty_score":0.9994856},"labels":[],"label_agreement":null},{"id":"W2118473614","doi":"10.1177/1049732306286911","title":"Writing Qualitatively, or the Demands of Writing","year":2006,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":200,"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":"Lifeworld; Rhetoric; Context (archaeology); Psychology; Linguistics; Epistemology; History; Philosophy","score_opus":0.8423835974545364,"score_gpt":0.7641381828485629,"score_spread":0.07824541460597345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118473614","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":[0.19723877,0.0074423105,0.04705535,0.56284016,0.00036638038,0.005644108,0.00037610164,0.0002862317,0.17875059],"genre_scores_gemma":[0.94645035,0.001285865,0.037666515,0.0006712809,0.0008831772,0.00032393288,0.000021499522,0.00006113072,0.012636269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.85575837,0.13464306,0.0017284943,0.0006228434,0.0049105855,0.0023366185],"domain_scores_gemma":[0.8843126,0.11088235,0.0004883233,0.00040791256,0.0035058416,0.00040296136],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.28500447,0.00020086799,0.0005897588,0.00046464062,0.004663342,0.000195242,0.00084922864,0.00018839359,0.0003247808],"category_scores_gemma":[0.03750719,0.00011993402,0.00015676758,0.003086701,0.007776513,0.0003529517,0.00021455438,0.0018145255,0.000057802237],"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":[0.00009679734,0.00011451674,0.00015931322,0.00032396105,0.000018955485,0.0000031798156,0.3872594,0.0000021613077,0.00007054978,0.59510964,0.0055899248,0.011251614],"study_design_scores_gemma":[0.00035273848,0.00053154625,0.0009329018,0.0002730477,0.0000021348458,6.070104e-7,0.7471978,0.00004219531,0.000097451746,0.2134367,0.03698843,0.00014443179],"about_ca_topic_score_codex":0.051097315,"about_ca_topic_score_gemma":0.01023045,"teacher_disagreement_score":0.74921155,"about_ca_system_score_codex":0.00054613693,"about_ca_system_score_gemma":0.0044944216,"threshold_uncertainty_score":0.99663246},"labels":[],"label_agreement":null},{"id":"W2119321222","doi":"10.1177/1049732306297905","title":"Learning From the Grandmothers: Incorporating Indigenous Principles Into Qualitative Research","year":2007,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":143,"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":"Indigenous; General partnership; Qualitative research; Nova scotia; Sociology; Competence (human resources); Context (archaeology); Traditional knowledge; Engineering ethics; Medical education; Psychology; Medicine; Political science; Social science; Social psychology; Geography; Engineering; Ethnology","score_opus":0.8580179432674072,"score_gpt":0.7560896767308056,"score_spread":0.10192826653660159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119321222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62753767,0.010333861,0.055670187,0.23128167,0.00058006175,0.008264321,0.000112416674,0.00044464404,0.06577518],"genre_scores_gemma":[0.94274974,0.0019652955,0.04621741,0.0010213176,0.0016007466,0.000395864,0.00007604009,0.00012938949,0.005844184],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.5525272,0.42533472,0.002144077,0.0015996072,0.012841557,0.0055528455],"domain_scores_gemma":[0.6504803,0.33872467,0.00067261845,0.0009199533,0.0074988576,0.0017036219],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.6595901,0.00034181424,0.0007114714,0.0010032783,0.01921478,0.00068242743,0.0018085632,0.00045292047,0.00022803897],"category_scores_gemma":[0.14554265,0.00026085248,0.00018464832,0.006027792,0.014652667,0.00052201137,0.0006172545,0.008923908,0.0004567394],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021779606,0.00011152473,0.0004169451,0.00009499731,0.000056247856,0.000011526142,0.67971563,0.00000430099,0.000104941326,0.2881578,0.0010114006,0.030096892],"study_design_scores_gemma":[0.00031695774,0.00073050166,0.00055858085,0.00020519749,0.0000015035253,2.128231e-7,0.6367716,0.000019097697,0.00006706383,0.29103702,0.070110105,0.00018212854],"about_ca_topic_score_codex":0.24507079,"about_ca_topic_score_gemma":0.08897683,"teacher_disagreement_score":0.51404744,"about_ca_system_score_codex":0.002722828,"about_ca_system_score_gemma":0.007715565,"threshold_uncertainty_score":0.9999844},"labels":[],"label_agreement":null},{"id":"W2119974932","doi":"10.1057/palgrave.sth.8700066","title":"Infectious Behaviour: Imputing Subjectivity to HIV Transmission","year":2006,"lang":"en","type":"article","venue":"Social Theory & Health","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":50,"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 Windsor","funders":"","keywords":"Subjectivity; Agency (philosophy); Sociology; Neoliberalism (international relations); Subject (documents); Narrative; Social psychology; Vulnerability (computing); Epistemology; Psychology; Social science; Computer science; Computer security","score_opus":0.08188780203795416,"score_gpt":0.5147002408559231,"score_spread":0.432812438817969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119974932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55401045,0.0004607351,0.25453064,0.08198142,0.00057882554,0.0014191334,0.000046232046,0.00051374425,0.10645882],"genre_scores_gemma":[0.99379563,0.000056019515,0.0024878534,0.0009089434,0.001070329,0.000018468229,0.000004881031,0.000021175865,0.0016366905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9879092,0.010156388,0.0002729854,0.00027790217,0.0006032137,0.00078033394],"domain_scores_gemma":[0.9979401,0.0013982084,0.00010673938,0.00009063474,0.0001575443,0.00030672958],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.026644554,0.000116435396,0.0002531871,0.00009996166,0.003357792,0.00007943643,0.00016922396,0.00016508323,0.000119900484],"category_scores_gemma":[0.0007793021,0.000115327544,0.00012501003,0.0006042128,0.0004940338,0.00011728466,0.000034690467,0.0005037217,0.000037794474],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036432582,0.0001027141,0.0032476115,0.00003012113,0.0000050157005,0.0000016302134,0.08368461,0.0000028664583,0.000119011966,0.7394591,0.0013470378,0.17196384],"study_design_scores_gemma":[0.00036612668,0.00019470611,0.027687391,0.00004789045,0.000007585629,5.1609396e-7,0.023407945,0.000005891889,0.00011124744,0.88546234,0.062413625,0.0002947062],"about_ca_topic_score_codex":0.019698309,"about_ca_topic_score_gemma":0.003866824,"teacher_disagreement_score":0.43978518,"about_ca_system_score_codex":0.0005566864,"about_ca_system_score_gemma":0.0011070803,"threshold_uncertainty_score":0.9979397},"labels":[],"label_agreement":null},{"id":"W2120169586","doi":"10.7202/1025781ar","title":"On Writing Notes in the Field: Interrogating positionality, emotion, participation and ethics","year":2014,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Fieldnotes; Field (mathematics); Sociology; Field research; Anthropology; Ethnography","score_opus":0.7122119832639879,"score_gpt":0.635057017786316,"score_spread":0.07715496547767198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120169586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8647076,0.00007587388,0.011679984,0.10719261,0.0005346448,0.00017071642,0.000004526568,0.000009821214,0.015624225],"genre_scores_gemma":[0.9720104,0.00015236721,0.021190887,0.006359353,0.00023313118,0.000012388304,0.0000012247497,0.000004624108,0.000035677283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99298966,0.0055713076,0.00045213464,0.00015811273,0.00055165344,0.0002771153],"domain_scores_gemma":[0.9843399,0.014305982,0.00038568422,0.00009560205,0.00074367085,0.00012919225],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03597765,0.00007976929,0.000122691,0.0002578324,0.002287922,0.00016100873,0.00032461394,0.000107864485,0.00003372307],"category_scores_gemma":[0.055064946,0.000065683904,0.000050807095,0.0006365244,0.00078243896,0.00047967714,0.000020885089,0.0005758825,0.0000025830614],"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":[0.0000148082745,0.00022317219,0.0028078505,0.000079581565,0.0000056199283,5.7675584e-7,0.14011577,0.0004974931,0.00013407884,0.8091908,0.00023424234,0.046696033],"study_design_scores_gemma":[0.00019503896,0.0005836447,0.028566811,0.0008520114,0.000020895794,0.000047410456,0.12335085,0.0018684455,0.0004271636,0.83624583,0.0076560467,0.00018587179],"about_ca_topic_score_codex":0.000620684,"about_ca_topic_score_gemma":0.0014794518,"teacher_disagreement_score":0.107302755,"about_ca_system_score_codex":0.00049900095,"about_ca_system_score_gemma":0.00054757,"threshold_uncertainty_score":0.999011},"labels":[],"label_agreement":null},{"id":"W2121662537","doi":"10.1177/1473325010368316","title":"Bracketing in Qualitative Research","year":2010,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1553,"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":"Bracketing (phenomenology); Epistemology; Process (computing); Qualitative research; Sociology; Psychology; Computer science; Social science; Philosophy","score_opus":0.6338354196231125,"score_gpt":0.7386254807873721,"score_spread":0.1047900611642596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121662537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64184654,0.00018401253,0.001144395,0.07085191,0.00068058213,0.0010265755,0.00003648207,0.00015375933,0.28407574],"genre_scores_gemma":[0.9725537,0.00004618572,0.019936247,0.00024059569,0.0010898673,0.00018019836,0.000010861392,0.000046077254,0.0058963],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.89962304,0.09471536,0.0007102669,0.0006566132,0.0026150327,0.0016797081],"domain_scores_gemma":[0.95024544,0.047457386,0.00018768368,0.0002254189,0.0015531193,0.00033095843],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.1893617,0.000215632,0.0004635954,0.0005055509,0.0038682327,0.0002480775,0.00067104766,0.0005177682,0.0010267833],"category_scores_gemma":[0.060846776,0.00022292114,0.00017342978,0.005667647,0.0074563953,0.00043986848,0.00016456726,0.0041544433,0.00045182894],"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":[0.000040885963,0.000063148385,0.00014993969,0.000012771986,0.000011936158,0.0000031381614,0.52013475,8.630316e-8,0.00023036948,0.47337878,0.001617442,0.004356778],"study_design_scores_gemma":[0.0002138976,0.00003371477,0.0011408925,0.00003195098,0.000001590569,2.5841697e-8,0.5707677,7.1614414e-7,0.00002396706,0.38367078,0.043935005,0.00017974856],"about_ca_topic_score_codex":0.0036912726,"about_ca_topic_score_gemma":0.00803769,"teacher_disagreement_score":0.3307071,"about_ca_system_score_codex":0.00033627424,"about_ca_system_score_gemma":0.0008734182,"threshold_uncertainty_score":0.9998864},"labels":[],"label_agreement":null},{"id":"W2121752622","doi":"10.1177/1077800403009003001","title":"The Unstructured Interactive Interview: Issues of Reciprocity and Risks when Dealing with Sensitive Topics","year":2003,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":894,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta; Fondation pour la Recherche Médicale; Sigma Theta Tau International","keywords":"Interview; Distress; Qualitative research; Harm; Psychology; Research ethics; Everyday life; Applied psychology; Social psychology; Psychotherapist; Sociology; Social science; Epistemology; Psychiatry","score_opus":0.41658555670630953,"score_gpt":0.5893554696756763,"score_spread":0.17276991296936678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121752622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75875574,0.0065375254,0.13027842,0.047182195,0.0010808485,0.0020429161,0.000089284404,0.00011952761,0.05391352],"genre_scores_gemma":[0.9322842,0.0017531732,0.064150654,0.00029816822,0.00018934354,0.00002897477,0.0000028125312,0.000021941036,0.001270761],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98165166,0.01683748,0.00034220717,0.00027629727,0.0005547264,0.00033760755],"domain_scores_gemma":[0.9892208,0.009249114,0.0002765622,0.0001712132,0.00095835095,0.00012397282],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.016021727,0.00015326765,0.00030789754,0.00006114489,0.0007422448,0.000085830536,0.00016536025,0.00011227568,0.000033584995],"category_scores_gemma":[0.009897724,0.00009868988,0.000060815575,0.0002175024,0.0048336145,0.00024050818,0.000052806365,0.00047491075,0.0000025467625],"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":[0.00006326551,0.000009613064,0.00008125947,0.00002339878,0.00007886327,0.0000017157824,0.58802056,5.325651e-7,0.00006318388,0.39662865,0.000081764854,0.014947178],"study_design_scores_gemma":[0.00018981156,0.00018213465,0.000232807,0.00011305078,0.000013187697,9.715844e-7,0.6802393,0.0000049394844,0.0021182913,0.2927987,0.023984274,0.00012253011],"about_ca_topic_score_codex":0.0017709709,"about_ca_topic_score_gemma":0.0015439298,"teacher_disagreement_score":0.1735284,"about_ca_system_score_codex":0.000087057924,"about_ca_system_score_gemma":0.00018552807,"threshold_uncertainty_score":0.99844235},"labels":[],"label_agreement":null},{"id":"W2121762190","doi":"10.1177/1049732310377452","title":"Using Institutional Ethnography to Understand the Production of Health Care Disparities","year":2010,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Cancer Care Ontario","keywords":"Ethnography; Health care; Equity (law); Sociology; Health equity; Qualitative research; Public relations; Critical ethnography; Resource (disambiguation); Political science; Social science; Anthropology","score_opus":0.8766413809806359,"score_gpt":0.7527406454521529,"score_spread":0.12390073552848302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121762190","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":[0.3734917,0.0040177135,0.02453268,0.5885661,0.0012503972,0.0035821586,0.00014194577,0.000057031037,0.004360248],"genre_scores_gemma":[0.958966,0.0005795575,0.038833495,0.00089901197,0.0003424161,0.00006758166,0.000009550619,0.00001762395,0.0002847606],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9499941,0.044598497,0.0006472648,0.00042804307,0.0031364532,0.0011956348],"domain_scores_gemma":[0.9882935,0.008127517,0.0001874007,0.0003300356,0.0025937748,0.00046776465],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.12520808,0.000111915935,0.00031306726,0.0005176481,0.0059187403,0.00009369096,0.00042049793,0.000113772,0.000041265732],"category_scores_gemma":[0.023227867,0.000084294144,0.000081522616,0.0024481239,0.0076343585,0.00023385079,0.00011271845,0.0017767529,0.000008362417],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030934923,0.000033910008,0.00008684525,0.0002558689,0.000010270926,1.3201925e-7,0.5415748,0.000006693834,0.00009122935,0.4466245,0.0014143037,0.009870528],"study_design_scores_gemma":[0.00008934909,0.00027253758,0.0010225287,0.000148409,8.829936e-7,2.890296e-7,0.9107005,0.0000066679086,0.00006061799,0.06000705,0.027607637,0.00008352136],"about_ca_topic_score_codex":0.06654875,"about_ca_topic_score_gemma":0.03696775,"teacher_disagreement_score":0.5876671,"about_ca_system_score_codex":0.0006408802,"about_ca_system_score_gemma":0.008516886,"threshold_uncertainty_score":0.9971039},"labels":[],"label_agreement":null},{"id":"W2121965738","doi":"10.1177/1049732311431444","title":"Qualitative Research With Small Connected Communities","year":2012,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":152,"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 Windsor","funders":"","keywords":"Confidentiality; Qualitative research; Engineering ethics; Mandate; Context (archaeology); Face (sociological concept); Sociology; Dual (grammatical number); Public relations; Research ethics; Political science; Social science; Law; Engineering","score_opus":0.9631838822008046,"score_gpt":0.8047230696801676,"score_spread":0.15846081252063704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121965738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43742666,0.01274432,0.02298272,0.28631064,0.00060021883,0.008660442,0.00041857507,0.0006091754,0.23024724],"genre_scores_gemma":[0.9265067,0.0027572918,0.056327716,0.0010034832,0.0008958265,0.0011715622,0.000092306924,0.00013046886,0.011114624],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.5926304,0.39409515,0.0008661835,0.0005263822,0.006633152,0.0052487343],"domain_scores_gemma":[0.8045208,0.18083793,0.0002769479,0.0009342866,0.0108460635,0.0025840076],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.50579166,0.00034358163,0.0008154137,0.0016199466,0.010249878,0.00039843583,0.0013067162,0.0003751485,0.0008031793],"category_scores_gemma":[0.038712572,0.00028557322,0.00011883421,0.005774168,0.019605149,0.00090706523,0.00044365786,0.0064672264,0.0006799964],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021349585,0.00025979502,0.00014377566,0.00021583146,0.00005190852,0.0000021019046,0.5472039,2.8750458e-7,0.000013360149,0.44339305,0.0050531398,0.0034493338],"study_design_scores_gemma":[0.0005315267,0.001239551,0.00030968493,0.0002829103,0.0000022494557,0.0000010901861,0.7708208,0.0000058104824,0.000044526667,0.07240657,0.15408556,0.00026970514],"about_ca_topic_score_codex":0.105946705,"about_ca_topic_score_gemma":0.035884373,"teacher_disagreement_score":0.48908007,"about_ca_system_score_codex":0.0019725582,"about_ca_system_score_gemma":0.006502352,"threshold_uncertainty_score":0.99995965},"labels":[],"label_agreement":null},{"id":"W2122981814","doi":"10.1177/1525822x13516842","title":"Show Some Emotion?","year":2014,"lang":"en","type":"article","venue":"Field Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Victoria University","keywords":"Catharsis; Psychology; Emotional regulation; Social psychology; Emotion work; Work (physics); Applied psychology; Developmental psychology; Psychoanalysis","score_opus":0.2734119102241467,"score_gpt":0.6353011915525962,"score_spread":0.36188928132844955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122981814","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015041581,0.000081958104,0.8020222,0.029673893,0.00052866474,0.00009557721,6.5832984e-7,0.000063631596,0.16602923],"genre_scores_gemma":[0.013340736,0.00017438429,0.9711524,0.0028688984,0.0010152912,0.00001301803,8.149144e-7,0.000008615093,0.011425821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98937666,0.009699541,0.0001295094,0.000165886,0.00031679665,0.00031157702],"domain_scores_gemma":[0.9909116,0.008594188,0.000036608675,0.00018293496,0.000113043745,0.00016162383],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02455277,0.00006156028,0.00013929208,0.00005535189,0.0004024926,0.00006199457,0.00021136964,0.0001644857,0.0008545393],"category_scores_gemma":[0.01946889,0.000054726257,0.00007615973,0.0001812247,0.00024152499,0.00015716841,0.00004461292,0.00034092923,0.00005727204],"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":[0.0000032001515,0.000010316077,0.00011262517,0.00000932693,0.000005179896,3.1431242e-7,0.0062435754,4.3120332e-7,0.00045717706,0.60044515,0.0021059064,0.39060676],"study_design_scores_gemma":[0.00007017853,0.00006189553,0.00028717666,0.000009516713,0.0000035093894,1.2205547e-7,0.0019509925,0.00013587538,0.0018686652,0.4269996,0.5685342,0.000078258476],"about_ca_topic_score_codex":0.00054132903,"about_ca_topic_score_gemma":0.000060114755,"teacher_disagreement_score":0.5664283,"about_ca_system_score_codex":0.000025792702,"about_ca_system_score_gemma":0.00009804475,"threshold_uncertainty_score":0.9887905},"labels":[],"label_agreement":null},{"id":"W2126990105","doi":"10.1111/j.1741-3737.2001.00895.x","title":"Consciously Inclusive Family Research: Can We Get There From Here?","year":2001,"lang":"en","type":"article","venue":"Journal of Marriage and the Family","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"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":"White (mutation); Sociology; Citation; Media studies; Library science; Genealogy; History; Law; Political science","score_opus":0.24302241822958057,"score_gpt":0.5067905674857613,"score_spread":0.26376814925618075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126990105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7923537,0.024286166,0.0008196198,0.11496106,0.0005084992,0.0003548468,0.000035827983,0.000012947453,0.06666737],"genre_scores_gemma":[0.91265863,0.081157774,0.001268087,0.0016839994,0.0013121702,0.000005225205,8.413972e-7,0.000017114946,0.0018961799],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9863457,0.011063328,0.0004180697,0.00016065115,0.0015240847,0.00048817732],"domain_scores_gemma":[0.98759866,0.010724184,0.00026082282,0.00018544347,0.0009127624,0.0003181266],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.031655457,0.00012060367,0.0003691215,0.00015299518,0.0013629781,0.00026042064,0.00064427196,0.00015570798,0.000106668005],"category_scores_gemma":[0.0049687917,0.000071171824,0.0001509175,0.00042506558,0.003128524,0.00021577375,0.00019867257,0.0013061895,0.000014742003],"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":[0.0032890108,0.00022481338,0.005768341,0.00004998291,0.0007457591,0.0013766862,0.4619695,0.000008539058,0.0048353267,0.33456945,0.047342084,0.13982052],"study_design_scores_gemma":[0.0016503982,0.00015955202,0.002809516,0.00014026082,0.000024163828,0.000007975249,0.23325297,0.00001683702,0.000016952567,0.5411062,0.22070767,0.00010746408],"about_ca_topic_score_codex":0.0233128,"about_ca_topic_score_gemma":0.005459038,"teacher_disagreement_score":0.22871652,"about_ca_system_score_codex":0.00012588411,"about_ca_system_score_gemma":0.0009035764,"threshold_uncertainty_score":0.9999371},"labels":[],"label_agreement":null},{"id":"W2127324807","doi":"10.1177/1049732314549028","title":"Qualitative Inquiry and the Debate Between Hermeneutics and Critical Theory","year":2014,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"St Joseph's Health Care; Toronto Rehabilitation Institute","funders":"","keywords":"Hermeneutics; Epistemology; Sociology; Qualitative research; Interpretation (philosophy); Meaning (existential); Intelligibility (philosophy); Social science; Philosophy; Linguistics","score_opus":0.8112722016184905,"score_gpt":0.7635388990855537,"score_spread":0.04773330253293673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127324807","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":[0.1476616,0.0061733373,0.060178116,0.7488807,0.00032735636,0.0030804358,0.000114929295,0.00014567265,0.033437863],"genre_scores_gemma":[0.9793216,0.0037568773,0.011462763,0.0026706576,0.0007123128,0.00022419587,0.0000075894113,0.000043993914,0.0018000308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.68820465,0.30673093,0.0006584944,0.0006015411,0.0022572658,0.001547136],"domain_scores_gemma":[0.65095204,0.34567082,0.00015646989,0.00038773858,0.0017056939,0.0011272536],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.41041067,0.00021109304,0.0006429932,0.0002875242,0.0046716523,0.00033374084,0.00043349303,0.00022753987,0.000058099024],"category_scores_gemma":[0.13738596,0.00014555416,0.00007035112,0.00090422353,0.03640102,0.00031310815,0.00034216713,0.0020696935,0.000041061685],"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":[0.000106756685,0.000015559315,0.000023479426,0.00015224157,0.000020669191,5.043615e-7,0.48130557,3.5377155e-8,0.0000016115123,0.49786848,0.00040704827,0.020098047],"study_design_scores_gemma":[0.00048137642,0.0002692605,0.00025419876,0.00006114706,0.000003927063,3.1018624e-7,0.47271824,0.000023007386,0.0000034781322,0.5139895,0.012103187,0.0000923729],"about_ca_topic_score_codex":0.0030078792,"about_ca_topic_score_gemma":0.00056718016,"teacher_disagreement_score":0.83166,"about_ca_system_score_codex":0.00022859326,"about_ca_system_score_gemma":0.0010782151,"threshold_uncertainty_score":0.9966241},"labels":[],"label_agreement":null},{"id":"W2127325815","doi":"10.1046/j.1365-2648.2003.02874.x","title":"Expert qualitative researchers and the use of audit trails","year":2004,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":192,"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 Northern British Columbia","funders":"","keywords":"Credibility; Qualitative research; Audit; Context (archaeology); Acknowledgement; Grounded theory; Qualitative property; Audit trail; Psychology; Sociology; Epistemology; Computer science; Social science; Accounting; Business","score_opus":0.568796373230768,"score_gpt":0.6379729409492964,"score_spread":0.06917656771852831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127325815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55931437,0.011415092,0.1211986,0.3020997,0.00075165846,0.0007147355,0.000010442021,0.00001702108,0.004478378],"genre_scores_gemma":[0.62990266,0.0071123317,0.36194828,0.00030725004,0.00037033795,0.0000035975731,2.0619673e-7,0.000017649036,0.00033770388],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99413717,0.004269356,0.0003586893,0.00008141699,0.0008920839,0.00026127318],"domain_scores_gemma":[0.9918108,0.0069629285,0.00032582457,0.00007683398,0.00066357676,0.00016004778],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.013537061,0.000062330124,0.00024913007,0.00011125756,0.00035117604,0.00006359544,0.00016965797,0.00005597238,0.00001083682],"category_scores_gemma":[0.015108759,0.000039492505,0.000099032506,0.00031625052,0.0042558764,0.00069515844,0.000012164719,0.00048768392,3.544538e-7],"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":[0.0006617299,0.000048409667,0.0000022135746,0.000009756911,0.000030279354,0.000004494425,0.75749034,0.00030148498,0.0026090331,0.123628385,0.00017091409,0.11504296],"study_design_scores_gemma":[0.0018632606,0.00025824338,0.00010412109,0.00062985916,0.000008600895,0.0000044963526,0.6379611,0.0000078573585,0.0011992283,0.34457824,0.013319091,0.00006589739],"about_ca_topic_score_codex":0.0002780556,"about_ca_topic_score_gemma":0.00005368188,"teacher_disagreement_score":0.30179244,"about_ca_system_score_codex":0.00021999025,"about_ca_system_score_gemma":0.00046590922,"threshold_uncertainty_score":0.998454},"labels":[],"label_agreement":null},{"id":"W2129251896","doi":"10.37119/ojs2013.v19i2.161","title":"Comforting Discomfort: A Review of \"Warrior Women: Remaking Postsecondary Places Through Relational Narrative Inquiry\"","year":2014,"lang":"en","type":"review","venue":"in education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Narrative; Narrative inquiry; Psychology; Gender studies; Sociology; Art; Literature","score_opus":0.32198025163854244,"score_gpt":0.6173358742049183,"score_spread":0.2953556225663759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129251896","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":[0.000060849383,0.9839871,0.00022141286,0.0010718589,0.000807907,0.001183369,0.000013496257,0.000015816944,0.012638212],"genre_scores_gemma":[0.000036999798,0.9923115,0.0057142414,0.00033528454,0.0005507992,0.00045840468,0.00011762902,0.000026231748,0.00044895237],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904666,0.006591953,0.0013642608,0.0003823016,0.0007813847,0.00041350565],"domain_scores_gemma":[0.99342555,0.004477805,0.0014807724,0.00027094103,0.00024195873,0.000102945436],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015976395,0.00023683792,0.0013684338,0.00023145198,0.0003849904,0.00004546281,0.00037747904,0.0003199068,0.0003714703],"category_scores_gemma":[0.009457613,0.00020944244,0.00024272091,0.000970793,0.0008497378,0.000447868,0.00007146503,0.0008765866,0.000008876912],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027751744,0.00007348779,0.000013459612,0.06888913,0.000032901142,3.152825e-7,0.24701884,2.7207795e-7,4.992418e-8,0.08863157,0.0010291886,0.594308],"study_design_scores_gemma":[0.000036386846,0.000029940738,0.0000053748804,0.13454208,0.000030449277,0.0000012086813,0.05065344,4.996343e-7,6.249411e-8,0.01199414,0.802531,0.00017542904],"about_ca_topic_score_codex":0.0005533938,"about_ca_topic_score_gemma":0.00041112088,"teacher_disagreement_score":0.8015018,"about_ca_system_score_codex":0.0008782077,"about_ca_system_score_gemma":0.008624322,"threshold_uncertainty_score":0.99888617},"labels":[],"label_agreement":null},{"id":"W2130082689","doi":"10.1177/1049732307306014","title":"Everybody Has a Story: Listening to Imprisoned Sexual Offenders","year":2007,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":83,"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":"Active listening; Sociology; Qualitative research; Criminology; Sexual violence; Gender studies; Psychology; Media studies; Social science","score_opus":0.8511084782970306,"score_gpt":0.7416057982576106,"score_spread":0.10950268003941999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130082689","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":[0.19562794,0.0019037095,0.2000977,0.55561393,0.000792394,0.004815551,0.000100466576,0.00036152723,0.0406868],"genre_scores_gemma":[0.84882045,0.0003175325,0.11040431,0.0057615275,0.0014463599,0.00030505972,0.000029495484,0.0001353591,0.032779902],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9010047,0.08619541,0.00095115183,0.0010722477,0.0064355982,0.0043409416],"domain_scores_gemma":[0.9493072,0.04480236,0.00018592848,0.00047477402,0.0027033798,0.002526349],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.36971354,0.00023446596,0.00054613454,0.0011485573,0.006368746,0.00032316678,0.00078105845,0.00027929476,0.00029739668],"category_scores_gemma":[0.05736246,0.00023073281,0.00010159866,0.00341036,0.0040089493,0.0003820647,0.00026875062,0.0029313092,0.0004880369],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027530306,0.000103985076,0.00010610361,0.00016096229,0.00003284359,0.0000134747825,0.77314657,0.000001201466,0.00040472476,0.13916275,0.026837986,0.059754107],"study_design_scores_gemma":[0.00032960888,0.0010663195,0.00096630264,0.000070351205,0.0000012039447,3.667482e-7,0.6963975,0.000011834586,0.000041356965,0.013727033,0.2871852,0.00020294072],"about_ca_topic_score_codex":0.033051603,"about_ca_topic_score_gemma":0.020145508,"teacher_disagreement_score":0.6531925,"about_ca_system_score_codex":0.002308892,"about_ca_system_score_gemma":0.0063716574,"threshold_uncertainty_score":0.99936897},"labels":[],"label_agreement":null},{"id":"W2130133015","doi":"10.1177/1468794110380525","title":"Interviews as encounters: issues of sexuality and reflexivity when men interview men about commercial same sex relations","year":2010,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Reflexivity; Respondent; Human sexuality; Interview; Sexualization; Gender studies; Sociology; Qualitative research; Queer; Conversation; Focus group; Psychology; Social psychology; Social science","score_opus":0.6093595537735169,"score_gpt":0.7057991561710943,"score_spread":0.09643960239757743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130133015","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":[0.3117822,0.0040716524,0.004203187,0.1632914,0.00034626375,0.0028490804,0.00040630787,0.00015054228,0.5128994],"genre_scores_gemma":[0.9085099,0.0050219335,0.028198184,0.000467406,0.00075133966,0.0003400494,0.000051820392,0.000077624296,0.05658175],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92352223,0.0713642,0.00091480534,0.0006639658,0.002557755,0.000977013],"domain_scores_gemma":[0.9721111,0.024293695,0.00027446132,0.0006129774,0.002184398,0.00052337785],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16410348,0.00024092483,0.0006991446,0.00041749267,0.0012345361,0.00025615355,0.0008995107,0.00036462827,0.0020661205],"category_scores_gemma":[0.03309553,0.0002124217,0.00015158032,0.00086755835,0.008460395,0.0007263173,0.0006039866,0.0025540148,0.00016397594],"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":[0.000058018188,0.00016217315,0.00047445277,0.00020579706,0.0000766026,0.0000021081858,0.66257256,4.0656566e-8,0.0018969445,0.29062048,0.012652742,0.03127805],"study_design_scores_gemma":[0.00030621517,0.00037490347,0.0018579173,0.00019091819,0.00000964491,7.22063e-7,0.47898698,0.000022209717,0.00052765355,0.3740911,0.14341763,0.00021413376],"about_ca_topic_score_codex":0.044907443,"about_ca_topic_score_gemma":0.015276648,"teacher_disagreement_score":0.59672767,"about_ca_system_score_codex":0.00022709506,"about_ca_system_score_gemma":0.0008020393,"threshold_uncertainty_score":0.99974716},"labels":[],"label_agreement":null},{"id":"W2131105189","doi":"10.1111/j.1475-4762.2005.00608.x","title":"Narrative analysis as a strategy for understanding interview talk in geographic research","year":2005,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":289,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; McGill University","funders":"","keywords":"Narrative; Interpretation (philosophy); Presentation (obstetrics); Sociology; Qualitative research; Narrative inquiry; Social worlds; Epistemology; Computer science; Social science; Linguistics; Medicine","score_opus":0.7690471871583087,"score_gpt":0.6481136455737068,"score_spread":0.1209335415846019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131105189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5260997,0.0030812717,0.13056377,0.12762628,0.00012649855,0.0025446308,0.000044317723,0.00011412334,0.20979944],"genre_scores_gemma":[0.996262,0.0005399799,0.0017422619,0.00010413041,0.0000673049,0.000082672035,0.000005851987,0.0000065368654,0.0011892753],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9939128,0.0043992414,0.0002109251,0.00026042433,0.00065736176,0.000559238],"domain_scores_gemma":[0.99566495,0.0037115726,0.00004198137,0.00013083461,0.0003060383,0.00014463495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026251279,0.000072695926,0.00020966202,0.0007099821,0.000687391,0.00014402825,0.00025556795,0.000107641805,0.00050322706],"category_scores_gemma":[0.0027581851,0.00006533257,0.000151123,0.0028374807,0.00088242965,0.00024265784,0.000045119607,0.0004127109,0.000010862372],"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":[0.000031846135,0.000075464624,0.0014381527,0.000027595983,0.00019138269,0.0000055738396,0.2393927,0.00008661984,0.000035673384,0.7438871,0.0003259895,0.0145018725],"study_design_scores_gemma":[0.00021718162,0.00014734165,0.0009777454,0.000055014665,0.00002008972,1.1344488e-7,0.51760715,0.0007365633,0.00001947045,0.47058794,0.009523676,0.00010766838],"about_ca_topic_score_codex":0.009730864,"about_ca_topic_score_gemma":0.14859127,"teacher_disagreement_score":0.4701623,"about_ca_system_score_codex":0.0003741614,"about_ca_system_score_gemma":0.00030224916,"threshold_uncertainty_score":0.9968634},"labels":[],"label_agreement":null},{"id":"W2131280524","doi":"10.1177/0891241602031002001","title":"Learning from Henry Mayhew","year":2002,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":21,"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":"Ethnography; Sociology; Context (archaeology); Relevance (law); Epistemology; Poetry; Anthropology; Philosophy; Literature; Law; History; Art; Political science","score_opus":0.3409047358840137,"score_gpt":0.47148164200954923,"score_spread":0.13057690612553552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131280524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4375837,0.067494914,0.011981201,0.089647055,0.0018957824,0.00040559957,0.000015885886,0.00013945109,0.39083642],"genre_scores_gemma":[0.9891164,0.0030138062,0.0054992754,0.0004860643,0.00066718826,0.0000015166383,9.576605e-7,0.000013849791,0.0012009889],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925203,0.0054362575,0.00053939415,0.00012410776,0.0010911591,0.00028878223],"domain_scores_gemma":[0.9959066,0.0026555217,0.00049616594,0.00011181843,0.0005042604,0.00032563577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010523066,0.000109199755,0.00032648558,0.00037392587,0.00048721817,0.000119478485,0.0003863604,0.00016883323,0.0006555989],"category_scores_gemma":[0.0020240152,0.00009241748,0.00038240696,0.0006911987,0.00086932746,0.0006790295,0.000030277391,0.0012863717,0.000025610489],"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":[0.00016449229,0.00030469525,0.035553306,0.000039134986,0.0005277885,0.0002734247,0.78639615,0.000011437838,0.00093034114,0.0123685,0.094567895,0.06886287],"study_design_scores_gemma":[0.0006588232,0.0004087708,0.00084226945,0.00016658218,0.000016920423,0.0000024364585,0.1647257,0.000041382464,0.00008056464,0.044033654,0.788821,0.00020192747],"about_ca_topic_score_codex":0.0007069065,"about_ca_topic_score_gemma":0.000032449843,"teacher_disagreement_score":0.6942531,"about_ca_system_score_codex":0.00002761051,"about_ca_system_score_gemma":0.00017892629,"threshold_uncertainty_score":0.7178348},"labels":[],"label_agreement":null},{"id":"W2132982818","doi":"10.1177/1077800413482102","title":"Whose Interview Is It, Anyway? Methodological and Ethical Challenges of Insider–Outsider Research, Multiple Languages, and Dual-Researcher Cooperation","year":2013,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hebrew; Insider; Sociology; Arabic; Dual (grammatical number); Interview; Qualitative research; Linguistics; Psychology; Social psychology; Epistemology; Social science; Anthropology","score_opus":0.8753387638772064,"score_gpt":0.7025010483858646,"score_spread":0.17283771549134186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132982818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48636684,0.024902912,0.012776437,0.46367136,0.00015416618,0.002142628,0.00006624823,0.00008308837,0.009836314],"genre_scores_gemma":[0.9373907,0.016699823,0.04222389,0.002197193,0.00026139617,0.00021866358,0.000007915954,0.00003005931,0.0009703982],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.90614134,0.09065202,0.00057521905,0.00058870146,0.0013588287,0.0006838993],"domain_scores_gemma":[0.9441529,0.05293859,0.00013934835,0.00027892954,0.0020526885,0.00043755615],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10022005,0.00020275734,0.00056882045,0.00027334064,0.00061458023,0.00017642007,0.00023407198,0.0006327144,0.0007080331],"category_scores_gemma":[0.08748704,0.00015925965,0.00007638554,0.00049343915,0.009785161,0.00041029524,0.00040468178,0.001917212,0.00004976264],"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":[0.000033742926,0.000059032594,0.00007088852,0.0002642711,0.000052973926,0.000004344493,0.69101995,1.3061194e-7,0.0018034208,0.2611781,0.0057993187,0.039713793],"study_design_scores_gemma":[0.00046107246,0.0004873065,0.0030699826,0.00025036704,0.0000073427677,0.0000015643307,0.8314911,0.000106297906,0.0005862022,0.15599991,0.0073183626,0.00022050324],"about_ca_topic_score_codex":0.0065155104,"about_ca_topic_score_gemma":0.0016313316,"teacher_disagreement_score":0.46147418,"about_ca_system_score_codex":0.00008421247,"about_ca_system_score_gemma":0.00027590012,"threshold_uncertainty_score":0.9929096},"labels":[],"label_agreement":null},{"id":"W2133077530","doi":"10.1177/1049732315578636","title":"Maximizing Theoretical Contributions of Participant Observation While Managing Challenges","year":2015,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Reflexivity; Grounded theory; Participant observation; Variety (cybernetics); Informed consent; Qualitative research; Psychology; Data collection; Development theory; Health care; Medical education; Nursing; Medicine; Sociology; Alternative medicine; Computer science; Social science","score_opus":0.9372899152103805,"score_gpt":0.7358519703696764,"score_spread":0.2014379448407041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133077530","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":[0.035881624,0.01450028,0.04269248,0.8399392,0.00030753802,0.0022552619,0.00015382058,0.00013723115,0.06413258],"genre_scores_gemma":[0.97588795,0.0053834873,0.017614197,0.00027795683,0.0002012742,0.00017321737,0.00001588146,0.000021042002,0.00042498586],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9244634,0.07017543,0.0006863432,0.00037239084,0.0028939634,0.0014084721],"domain_scores_gemma":[0.973307,0.020727213,0.0001868551,0.00029094788,0.0045142616,0.00097368454],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.21659349,0.00011250549,0.00042667193,0.00031513377,0.0011244515,0.00006636369,0.0003685364,0.00014390599,0.00009819859],"category_scores_gemma":[0.05875213,0.00010178433,0.00007189474,0.0011214868,0.005212957,0.0002922367,0.00013902562,0.0009775031,0.000056873163],"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":[0.000056860303,0.000073195035,0.000016525828,0.00011876675,0.000016049851,0.00000115307,0.39291105,0.0000025093673,0.000024416448,0.5984493,0.0008021027,0.0075281067],"study_design_scores_gemma":[0.00025200928,0.0003370747,0.00015579197,0.00011265919,0.0000019353222,1.04883746e-7,0.48505363,0.00016455339,0.000058897578,0.5004244,0.013373965,0.000064975444],"about_ca_topic_score_codex":0.004418907,"about_ca_topic_score_gemma":0.0007956287,"teacher_disagreement_score":0.9400063,"about_ca_system_score_codex":0.00062897976,"about_ca_system_score_gemma":0.0034181403,"threshold_uncertainty_score":0.9974943},"labels":[],"label_agreement":null},{"id":"W2133764508","doi":"10.1177/1049732309350684","title":"Practicing the Awareness of Embodiment in Qualitative Health Research: Methodological Reflections","year":2009,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":67,"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 Western University; Western University","funders":"","keywords":"Embodied cognition; Ethnography; Qualitative research; Participant observation; Negotiation; Sociology; Psychology; Epistemology; Social psychology; Social science; Anthropology","score_opus":0.9881253231884101,"score_gpt":0.8702951839331547,"score_spread":0.11783013925525532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133764508","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":"methods","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":[0.03391443,0.0053311246,0.025892267,0.9025573,0.00024817907,0.004951858,0.00008579132,0.00008815233,0.026930902],"genre_scores_gemma":[0.85936916,0.0102044605,0.12199176,0.0037978718,0.0004963923,0.000786907,0.000029290724,0.000059780414,0.0032643564],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.3184458,0.6660587,0.002217972,0.0011719079,0.00814988,0.0039556962],"domain_scores_gemma":[0.77176094,0.22085412,0.0006415047,0.0007463859,0.0049895733,0.0010074974],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.677597,0.00026737474,0.0011002591,0.0015422361,0.006207797,0.00018631686,0.0011567833,0.0003101652,0.00017169272],"category_scores_gemma":[0.1851336,0.00019629287,0.00018027204,0.007519125,0.007846645,0.00049113756,0.00025273417,0.0061037014,0.0000642522],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001911049,0.00034145536,0.000018303452,0.00013744805,0.000018948545,0.0000030103818,0.5520325,0.000008082166,0.000097691955,0.43052155,0.0033486781,0.013281265],"study_design_scores_gemma":[0.00031388042,0.0020402863,0.00079931144,0.000278829,0.000001032668,5.9252324e-7,0.63871247,0.000019118675,0.000079076475,0.33817816,0.01945997,0.00011728687],"about_ca_topic_score_codex":0.08434138,"about_ca_topic_score_gemma":0.018523652,"teacher_disagreement_score":0.8987594,"about_ca_system_score_codex":0.0030496847,"about_ca_system_score_gemma":0.013234037,"threshold_uncertainty_score":0.9993857},"labels":[],"label_agreement":null},{"id":"W2134142525","doi":"10.1177/1049732303259804","title":"Improving Accuracy of Transcripts in Qualitative Research","year":2004,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":328,"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":"Active listening; Interview; Qualitative research; Transcription (linguistics); Notation; Set (abstract data type); Psychology; Class (philosophy); Social psychology; Applied psychology; Computer science; Linguistics; Communication; Sociology; Artificial intelligence; Social science","score_opus":0.8976761164361642,"score_gpt":0.8016048316099584,"score_spread":0.09607128482620575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134142525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5542627,0.009256027,0.029289668,0.34899414,0.00048428893,0.008899525,0.0003181462,0.00017433026,0.048321154],"genre_scores_gemma":[0.9670809,0.0024917293,0.028400216,0.0002624894,0.00019824908,0.0004380638,0.00001492958,0.000058511352,0.0010549385],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7026337,0.27913392,0.002177514,0.0012980349,0.010072387,0.0046844413],"domain_scores_gemma":[0.8941934,0.097021125,0.00037967353,0.0006598922,0.0066043134,0.0011415589],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.45617828,0.00025098782,0.0008496471,0.0024534739,0.0024654577,0.00015555811,0.0011825846,0.0003694524,0.00015498597],"category_scores_gemma":[0.14322889,0.00024409046,0.00017149973,0.0075776232,0.010712915,0.0008293211,0.00022763063,0.0049121943,0.000118962525],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016231203,0.0002661043,0.000016820914,0.0004945419,0.000013106952,0.000007338563,0.5539838,0.00000477067,0.00070814905,0.4328009,0.00028318664,0.011258951],"study_design_scores_gemma":[0.00089970743,0.0008320795,0.00020553992,0.00042095053,6.965515e-7,2.2513532e-7,0.6398269,0.000007738989,0.00046510765,0.35193446,0.00525806,0.00014856021],"about_ca_topic_score_codex":0.22047232,"about_ca_topic_score_gemma":0.036713157,"teacher_disagreement_score":0.41281816,"about_ca_system_score_codex":0.002945308,"about_ca_system_score_gemma":0.014733486,"threshold_uncertainty_score":0.9988332},"labels":[],"label_agreement":null},{"id":"W2134441848","doi":"10.1177/1049732307308948","title":"Reflexive Journaling on Emotional Research Topics: Ethical Issues for Team Researchers","year":2007,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":119,"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":"Reflexivity; Journaling file system; Qualitative research; Psychology; Power (physics); Engineering ethics; Consciousness; Research design; Sociology; Social science; Computer science","score_opus":0.9497601034268214,"score_gpt":0.8395056194725251,"score_spread":0.11025448395429627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134441848","genre_codex":"commentary","genre_gemma":"methods","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":[0.007682564,0.0022459459,0.022705505,0.8696103,0.00045469296,0.0041618263,0.00011438817,0.00012470139,0.09290005],"genre_scores_gemma":[0.22331664,0.019313544,0.43557233,0.01758424,0.02531802,0.0022659632,0.0002283561,0.0005716159,0.27582932],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.7915579,0.18130493,0.0017833717,0.001551528,0.016755512,0.007046717],"domain_scores_gemma":[0.8327687,0.14879794,0.0002525619,0.000699999,0.01479281,0.0026879904],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.6758829,0.00026735413,0.0006435811,0.0021261561,0.010105106,0.00049679383,0.0012800683,0.0009502675,0.00041470485],"category_scores_gemma":[0.20991836,0.0002438696,0.00024545874,0.0036478883,0.009307923,0.00032512075,0.0002902967,0.012968268,0.00031453092],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070729427,0.00017260973,0.000018114926,0.00023905799,0.000035084795,0.00000774393,0.3092954,0.0000018801005,0.000062120285,0.58688843,0.07184778,0.030724496],"study_design_scores_gemma":[0.00038227718,0.0015711742,0.00013022222,0.0002897507,6.653161e-7,4.1364896e-7,0.31281516,0.000023480598,0.00012712849,0.29613045,0.38840005,0.00012923655],"about_ca_topic_score_codex":0.009019687,"about_ca_topic_score_gemma":0.0042643547,"teacher_disagreement_score":0.8520261,"about_ca_system_score_codex":0.0037387665,"about_ca_system_score_gemma":0.0077369297,"threshold_uncertainty_score":0.99788827},"labels":[],"label_agreement":null},{"id":"W2135038531","doi":"10.1177/1525822x13500448","title":"Connecting Participant Observation Positions","year":2013,"lang":"en","type":"article","venue":"Field Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":45,"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":"Participant observation; Covert; Reflexivity; Insider; Ethnography; Observer (physics); Psychology; Social psychology; Epistemology; Sociology; Social science; Linguistics; Anthropology","score_opus":0.639471192065215,"score_gpt":0.6604228824813964,"score_spread":0.02095169041618139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135038531","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05310887,0.00012228283,0.8331956,0.059505276,0.0003342276,0.00031275093,0.0000012029637,0.00009305127,0.05332673],"genre_scores_gemma":[0.09000773,0.000057371864,0.90651125,0.0013596164,0.00021484279,0.000067526686,0.000001662741,0.0000062224626,0.0017737682],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9946131,0.0045904024,0.00016208531,0.00012694522,0.00020486942,0.00030258083],"domain_scores_gemma":[0.9912065,0.008245439,0.000046324716,0.00012195726,0.00024016375,0.00013959217],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008872335,0.00005042067,0.000108345885,0.000037305974,0.0005980179,0.00010671914,0.000118419404,0.00011236166,0.0019888924],"category_scores_gemma":[0.015668575,0.00004578508,0.000052383242,0.00023260269,0.00009186558,0.0002462319,0.0000311498,0.0002591744,0.00007055398],"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":[0.0000037409563,0.00003361069,0.00049661886,0.000017666109,0.000023421106,9.0583376e-7,0.052677106,0.000004218634,0.011462749,0.47035772,0.0021928803,0.4627294],"study_design_scores_gemma":[0.00021731437,0.00018403387,0.0057719387,0.00006307589,0.000030324007,7.2781967e-7,0.07480907,0.0014695283,0.01480115,0.6209215,0.2814251,0.00030624622],"about_ca_topic_score_codex":0.0060320245,"about_ca_topic_score_gemma":0.00028681295,"teacher_disagreement_score":0.46242315,"about_ca_system_score_codex":0.0000262988,"about_ca_system_score_gemma":0.000092257986,"threshold_uncertainty_score":0.9989234},"labels":[],"label_agreement":null},{"id":"W2137175148","doi":"10.1093/jhuman/huu010","title":"Finding Your Feet in the Field: Critical Reflections of Early Career Researchers on Field Research in Transitional Societies","year":2014,"lang":"en","type":"article","venue":"Journal of Human Rights Practice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":23,"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":"Queen's University; Council for British Research in the Levant; Queen's University Belfast; Department for Employment and Learning, Northern Ireland","keywords":"Field (mathematics); Political science; Sociology; Mathematics","score_opus":0.698334600560686,"score_gpt":0.6985891256510212,"score_spread":0.0002545250903351892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137175148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43010148,0.00013876634,0.0010923628,0.4078287,0.0001940054,0.00026525982,0.00000286985,0.0000051249003,0.16037144],"genre_scores_gemma":[0.99620104,0.000053887303,0.002412793,0.0006553259,0.00038326194,0.0000057753805,2.2687814e-7,0.0000048752745,0.00028282584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97950083,0.017335929,0.00042873158,0.00012273526,0.0022130706,0.00039868802],"domain_scores_gemma":[0.92448163,0.07403785,0.00013354549,0.00013019514,0.0011122117,0.00010458276],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06466516,0.00006374596,0.00017950157,0.00046203943,0.0010160106,0.0001534331,0.00044958523,0.00017327181,0.000153399],"category_scores_gemma":[0.02695838,0.0000424969,0.0000942884,0.0006194249,0.00077874307,0.00066180894,0.000022833865,0.0030360627,0.0000043959467],"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":[0.00040372883,0.0003510408,0.00020694507,0.000047456517,0.00002307596,0.00006361423,0.1455418,0.000007619735,0.00034435999,0.84661543,0.0057971855,0.00059771235],"study_design_scores_gemma":[0.0005927343,0.0031072327,0.0030751962,0.00041162746,0.000015115127,0.000010544244,0.121134385,0.000011229224,0.00046290812,0.8010922,0.069970466,0.00011636888],"about_ca_topic_score_codex":0.0035579032,"about_ca_topic_score_gemma":0.003146569,"teacher_disagreement_score":0.5660995,"about_ca_system_score_codex":0.00015488044,"about_ca_system_score_gemma":0.0003542369,"threshold_uncertainty_score":0.999264},"labels":[],"label_agreement":null},{"id":"W2139279390","doi":"10.17169/fqs-2.3.916","title":"Qualitative Methodology, the Historical Sociologist and Oral Societies: Re-assessing the Reliability of Remembered \"Facts","year":2008,"lang":"en","type":"article","venue":"Forum: Qualitative Social Research (Freie Universität Berlin)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Alberta","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.7751898406577165,"score_gpt":0.6620483733925275,"score_spread":0.11314146726518892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139279390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47377452,0.0025248153,0.032895982,0.44408783,0.0005701276,0.002862495,0.00024076352,0.00017866371,0.042864792],"genre_scores_gemma":[0.9605583,0.0021944714,0.02272814,0.00056475063,0.00034956174,0.00006339606,0.000023544226,0.000052969637,0.013464867],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8432626,0.1502003,0.00083582645,0.00082487287,0.0031948655,0.0016815021],"domain_scores_gemma":[0.8644568,0.12997769,0.0005987009,0.00053599133,0.004039926,0.00039090778],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.13518062,0.0003548144,0.0009166726,0.0002663075,0.012430293,0.00013677833,0.001453494,0.00068265473,0.0001614717],"category_scores_gemma":[0.07552575,0.00024375266,0.00048727015,0.0020077329,0.041801944,0.001354686,0.0007748244,0.0032040835,0.000016917083],"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":[0.00016083047,0.00009533759,0.00010571268,0.000052882595,0.0001348534,0.000008063344,0.68022686,0.0000025730376,0.0001284855,0.29279512,0.02520203,0.0010872621],"study_design_scores_gemma":[0.000430918,0.0002706796,0.00046716846,0.000024760355,0.000027218422,6.987606e-7,0.6709477,0.000022781294,0.000042965505,0.2923147,0.035250038,0.00020035458],"about_ca_topic_score_codex":0.019974938,"about_ca_topic_score_gemma":0.00229048,"teacher_disagreement_score":0.48678377,"about_ca_system_score_codex":0.002593089,"about_ca_system_score_gemma":0.0028880509,"threshold_uncertainty_score":0.99909556},"labels":[],"label_agreement":null},{"id":"W2139468418","doi":"","title":"Answering Questions and Asking More: Reflections on Feminist Participatory Research","year":2003,"lang":"en","type":"article","venue":"Resources for feminist research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Participatory action research; Feeling; Gender studies; Premise; Feminism; Subjectivity; Feminist movement; Psychology; Social psychology; Epistemology; Anthropology; Philosophy","score_opus":0.719518870683811,"score_gpt":0.6734580542736168,"score_spread":0.046060816410194216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139468418","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":[0.2524663,0.0013973827,0.0011091562,0.016289815,0.0003050091,0.0024344618,0.00008722564,0.00021139337,0.72569925],"genre_scores_gemma":[0.9821461,0.00052088883,0.0055630105,0.00015022619,0.00049026246,0.00081845425,0.00000316707,0.000060686834,0.010247222],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9814175,0.012508567,0.0004166386,0.00077511376,0.0028255263,0.0020566597],"domain_scores_gemma":[0.9763166,0.021209821,0.00006399235,0.0005175153,0.001105583,0.0007865366],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.08262344,0.00018604983,0.00029382628,0.0008197257,0.009785019,0.00076251465,0.0005329235,0.00033193064,0.000103222104],"category_scores_gemma":[0.038494915,0.0001810692,0.0001128295,0.0020479702,0.007185202,0.00012972373,0.0001666014,0.0021690722,0.000050275932],"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":[0.00014008883,0.00020456663,0.0014530629,0.00013386684,0.000040088667,0.000014469846,0.13530156,0.000007737238,0.0010561063,0.8532473,0.0032875473,0.0051136366],"study_design_scores_gemma":[0.00025426992,0.0005060447,0.0003632396,0.00015286752,0.0000055137984,0.0000029797643,0.13795483,0.000040587165,0.0005059553,0.03923385,0.82079446,0.0001853806],"about_ca_topic_score_codex":0.001582319,"about_ca_topic_score_gemma":0.0012049442,"teacher_disagreement_score":0.8175069,"about_ca_system_score_codex":0.0005250788,"about_ca_system_score_gemma":0.0009979188,"threshold_uncertainty_score":0.99551666},"labels":[],"label_agreement":null},{"id":"W2142369505","doi":"10.1177/1049732314549603","title":"Timing of Translation in Cross-Language Qualitative Research","year":2014,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":175,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Qualitative research; Object (grammar); Portuguese; Translation studies; Psychology; Computer science; Sociology; Social science","score_opus":0.9216700796394779,"score_gpt":0.8336033881005146,"score_spread":0.0880666915389633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142369505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6671167,0.005541976,0.0318978,0.11076911,0.0003097032,0.0051171845,0.0001741412,0.00013500961,0.17893839],"genre_scores_gemma":[0.971053,0.000729131,0.025388509,0.00014646322,0.0002269991,0.00022839817,0.000022612507,0.000043835556,0.002161047],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.6111009,0.37508833,0.0017344245,0.00099295,0.007899303,0.0031840864],"domain_scores_gemma":[0.8471306,0.14704302,0.00027257946,0.00052113476,0.0043090153,0.0007236544],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.5424347,0.00019435144,0.00069235725,0.001980925,0.002052846,0.00016468999,0.00080196204,0.00032736437,0.00034512224],"category_scores_gemma":[0.099807404,0.00019080164,0.000125893,0.00518101,0.008916226,0.0005474209,0.00014367873,0.0033067963,0.000121924655],"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":[0.0001467669,0.00013302054,0.00008625618,0.00041423592,0.000010126763,0.0000016533552,0.66215485,0.0000041317585,0.00030335458,0.30187285,0.0004576272,0.034415144],"study_design_scores_gemma":[0.000653597,0.00070928026,0.0006205168,0.0003229967,6.284308e-7,1.17790286e-7,0.79691774,0.00030804094,0.00026007462,0.18980719,0.010247036,0.00015275573],"about_ca_topic_score_codex":0.05259119,"about_ca_topic_score_gemma":0.013816994,"teacher_disagreement_score":0.4426273,"about_ca_system_score_codex":0.001027153,"about_ca_system_score_gemma":0.0031630339,"threshold_uncertainty_score":0.99924636},"labels":[],"label_agreement":null},{"id":"W2142433823","doi":"10.1080/02703149.2011.580668","title":"Working across Boundaries: Exploring the Relations of Researching Gender and Development","year":2011,"lang":"en","type":"article","venue":"Women & Therapy","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Ethnography; Sociology; Social relation; Inequality; Gender studies; Social inequality; Work (physics); Epistemology; Social psychology; Social science; Psychology; Anthropology","score_opus":0.7016850429489678,"score_gpt":0.5297927299813211,"score_spread":0.17189231296764673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142433823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838055,0.0005219952,0.0020774475,0.00032082858,0.00010902215,0.00017306115,8.855722e-7,0.000019097422,0.012972175],"genre_scores_gemma":[0.9902087,0.0011426848,0.007841625,0.0000523174,0.000052988195,0.00009629379,2.5335518e-7,0.000008767881,0.000596368],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973945,0.0014537756,0.00015883322,0.00012412528,0.00045528793,0.0004134942],"domain_scores_gemma":[0.9984831,0.0011655896,0.000051047587,0.000118312186,0.00008978914,0.00009214397],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014316667,0.000058639383,0.00010145424,0.000038339804,0.002411792,0.00015169405,0.00020418732,0.000035469056,0.00012530685],"category_scores_gemma":[0.00052355364,0.000039152463,0.000018094563,0.00023389098,0.0016024153,0.00017729803,0.00006664015,0.0002697141,0.0000049937903],"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":[0.000039579325,0.000010437176,0.003506913,0.0000040925324,0.000034057455,3.0587097e-7,0.8712238,2.3937469e-7,0.00008701694,0.03988595,0.000011747448,0.085195884],"study_design_scores_gemma":[0.00020798856,0.000050027866,0.011534092,0.000023214596,5.699523e-7,1.2253129e-7,0.59765005,0.0000018284031,0.0004556751,0.035550054,0.3544431,0.00008325414],"about_ca_topic_score_codex":0.0004988103,"about_ca_topic_score_gemma":0.00020110156,"teacher_disagreement_score":0.35443136,"about_ca_system_score_codex":0.00009451703,"about_ca_system_score_gemma":0.0003648446,"threshold_uncertainty_score":0.99888694},"labels":[],"label_agreement":null},{"id":"W2142592658","doi":"10.1177/1049732314538122","title":"Ethics, “Vulnerability,” and Feminist Participatory Action Research With a Disability Community","year":2014,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Participatory action research; Vulnerability (computing); Research ethics; Sociology; Community-based participatory research; Action research; Engineering ethics; Citizen journalism; Action (physics); Public relations; Work (physics); Political science; Law; Pedagogy","score_opus":0.9600649614128539,"score_gpt":0.7997557635850014,"score_spread":0.16030919782785247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142592658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74570155,0.0004023074,0.004008314,0.22248074,0.000119611155,0.0024027727,0.000057096808,0.00014103984,0.024686573],"genre_scores_gemma":[0.9920572,0.0004934428,0.0052787727,0.00066696864,0.00025584345,0.00045100646,0.000010222421,0.000035891087,0.0007506398],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.4478331,0.5432493,0.00066084054,0.00071280677,0.0052955924,0.0022483612],"domain_scores_gemma":[0.7241081,0.26737824,0.00019132928,0.001177967,0.005240242,0.0019041214],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.6938272,0.000215705,0.0005673767,0.00033095237,0.017285096,0.0003879736,0.00069216924,0.00042370503,0.00011955744],"category_scores_gemma":[0.17808,0.00017970774,0.000062054496,0.0022501252,0.039208632,0.00038447033,0.00042468117,0.0146584995,0.00006208697],"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":[0.00025213158,0.00037485737,0.0032174666,0.0008701588,0.00001757002,5.8679456e-7,0.62390816,5.432249e-7,0.000020565907,0.35085967,0.00091204955,0.019566234],"study_design_scores_gemma":[0.00037002974,0.0019098091,0.00763822,0.00017645794,0.0000017592763,4.500451e-7,0.68792295,0.000049581882,0.00003301571,0.23500717,0.066725425,0.0001651239],"about_ca_topic_score_codex":0.110027365,"about_ca_topic_score_gemma":0.097292006,"teacher_disagreement_score":0.5157472,"about_ca_system_score_codex":0.001569995,"about_ca_system_score_gemma":0.0041115475,"threshold_uncertainty_score":0.98761475},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2142629221","doi":"10.1186/s13104-015-1107-y","title":"Methodological developments in qualitative longitudinal research: the advantages and challenges of regular telephone contact with participants in a qualitative longitudinal interview study","year":2015,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"Economic and Social Research Council","keywords":"Qualitative research; Longitudinal study; Medicine; Medical education; Psychology; Pathology; Sociology","score_opus":0.979752217580492,"score_gpt":0.7496001460504507,"score_spread":0.23015207153004136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142629221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97753096,0.008540031,0.001382319,0.009289337,0.00003648674,0.00232962,0.000013913274,0.000018253939,0.00085910567],"genre_scores_gemma":[0.9787626,0.0037327374,0.016757848,0.00000963616,0.000052274514,0.0005731302,0.0000023927544,0.000023201566,0.0000861337],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7417758,0.24948189,0.00097572384,0.0009987361,0.00483902,0.0019288048],"domain_scores_gemma":[0.8735776,0.12269741,0.00019362169,0.0004624705,0.0025454122,0.0005234755],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.39663878,0.000271237,0.000937222,0.00091070763,0.00060380856,0.00015955386,0.00090524956,0.0001981439,0.000025569063],"category_scores_gemma":[0.15331237,0.00016901996,0.00006203279,0.0027172347,0.006467589,0.00050371705,0.00073695125,0.0020455064,0.000012698276],"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":[0.0012397674,0.0007960747,0.09511058,0.00025437758,0.00009446616,0.00008833517,0.84476256,0.0000052352666,0.00007997858,0.0524401,0.00001562945,0.005112873],"study_design_scores_gemma":[0.0012151721,0.0019886321,0.24279678,0.0004705126,0.0000055981177,0.0000010387952,0.69650656,0.000015039533,0.0000855403,0.056573413,0.00017940764,0.00016230303],"about_ca_topic_score_codex":0.020910852,"about_ca_topic_score_gemma":0.13462833,"teacher_disagreement_score":0.2433264,"about_ca_system_score_codex":0.00048611683,"about_ca_system_score_gemma":0.0017547407,"threshold_uncertainty_score":0.99623626},"labels":[],"label_agreement":null},{"id":"W2143314487","doi":"10.1002/nur.10033","title":"Rethinking cultural safety while waiting to do fieldwork: Methodological implications for nursing research*","year":2002,"lang":"en","type":"article","venue":"Research in Nursing & Health","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; Vancouver Hospital and Health Sciences Centre; Trinity Western University; University of British Columbia; Western University","funders":"","keywords":"Sociology; Mainstream; Scholarship; Oppression; Gender studies; Ethnic group; Inclusion (mineral); Power (physics); Transcultural nursing; Health care; Politics; Anthropology; Political science","score_opus":0.892121661075846,"score_gpt":0.7389753860629734,"score_spread":0.1531462750128726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143314487","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":[0.008578104,0.0033072014,0.03311981,0.8453979,0.00036907516,0.003547732,0.000037737438,0.00013124662,0.10551119],"genre_scores_gemma":[0.7430853,0.0038690376,0.24927957,0.0007428802,0.0013204837,0.00042591666,0.000014783243,0.000052259646,0.0012097213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.94752854,0.044258557,0.0008425188,0.0009984712,0.0024761262,0.003895778],"domain_scores_gemma":[0.955707,0.040685035,0.00010880881,0.00052061945,0.0018376234,0.0011409272],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.17593272,0.00017725241,0.0004938013,0.0008949329,0.0073063555,0.00052091066,0.0009301143,0.00038836864,0.0001213046],"category_scores_gemma":[0.04159461,0.00016511655,0.00013056982,0.0038973137,0.0028404214,0.00035030808,0.00011977299,0.0034427256,0.0000371005],"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":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006363049,0.00014977981,0.000121943645,0.000058927355,0.0000032890512,0.00000126173,0.14056233,0.000014716898,0.00008275863,0.42599055,0.016879346,0.41607147],"study_design_scores_gemma":[0.00037183292,0.0006144489,0.0019144404,0.0037285679,0.0000017860204,0.0000029058774,0.08073221,0.00078542234,0.000024771909,0.8660991,0.045483224,0.00024125836],"about_ca_topic_score_codex":0.002024593,"about_ca_topic_score_gemma":0.0005370202,"teacher_disagreement_score":0.84465504,"about_ca_system_score_codex":0.004348502,"about_ca_system_score_gemma":0.0010745759,"threshold_uncertainty_score":0.9998733},"labels":[],"label_agreement":null},{"id":"W2143472267","doi":"10.1177/1468794106093636","title":"What can be known and how? Narrated subjects and the Listening Guide","year":2008,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":314,"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":"Operationalization; Active listening; Epistemology; Subjectivity; Subject (documents); Narrative; Argument (complex analysis); Sociology; Set (abstract data type); Psychology; Computer science; Linguistics; Philosophy; Communication","score_opus":0.5654033162008418,"score_gpt":0.6453762317024662,"score_spread":0.07997291550162433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143472267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51130265,0.01050544,0.0004458763,0.4460997,0.00019097309,0.0013516005,0.000025236337,0.00007118419,0.03000737],"genre_scores_gemma":[0.8962316,0.036158852,0.0041478407,0.00064435834,0.00032033894,0.00018481979,0.000008543632,0.00003904554,0.062264614],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9380022,0.0581608,0.00024796478,0.0004720345,0.0021399898,0.0009769633],"domain_scores_gemma":[0.95497507,0.04239474,0.00008414749,0.00025576173,0.0018462319,0.00044405748],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.092820495,0.0001629263,0.00035650385,0.00025382394,0.0044932887,0.0007563531,0.0003783325,0.0001728916,0.000058383288],"category_scores_gemma":[0.041097354,0.0001103262,0.000063600775,0.0012438163,0.020447748,0.0006993753,0.00027139322,0.0012634638,0.000007738365],"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":[0.000107590764,0.000014930176,0.00007357752,0.00003663582,0.000038977825,0.000018450417,0.7603143,1.1830219e-7,0.00023019484,0.2310602,0.004958644,0.0031463767],"study_design_scores_gemma":[0.0008950117,0.00016000333,0.00025856248,0.00009224739,0.0000037879706,0.0000048140623,0.88039994,0.000056961464,0.00015953726,0.044001874,0.07380788,0.00015938972],"about_ca_topic_score_codex":0.01032338,"about_ca_topic_score_gemma":0.0048824977,"teacher_disagreement_score":0.44545534,"about_ca_system_score_codex":0.00016753282,"about_ca_system_score_gemma":0.0010177188,"threshold_uncertainty_score":0.99680275},"labels":[],"label_agreement":null},{"id":"W2143651082","doi":"10.1111/1468-2451.00388","title":"Ethnic cleansing, recursive knowledge, and the dilemmas of sedentarism","year":2002,"lang":"en","type":"article","venue":"International Social Science Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":75,"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":"Citation; Ethnic group; Social media; Library science; Ethnic Cleansing; Sociology; Computer science; Anthropology; World Wide Web","score_opus":0.22107191817641506,"score_gpt":0.5384305652272441,"score_spread":0.31735864705082906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143651082","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":[0.14766818,0.002240223,0.003676805,0.14498962,0.0031793693,0.00032471117,0.000010192857,0.00002284316,0.697888],"genre_scores_gemma":[0.99300164,0.0020676842,0.0013167256,0.00024852925,0.0010677653,0.0000024720441,1.4811434e-7,0.0000042858487,0.002290721],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99690056,0.0010132,0.00025083497,0.00013048908,0.0014161487,0.00028874],"domain_scores_gemma":[0.9976503,0.0009887355,0.00022120701,0.000044437536,0.00095470296,0.00014061262],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01574066,0.000059078688,0.00012332821,0.00012940468,0.0023130472,0.00024030592,0.0007143549,0.00006204948,0.00054316584],"category_scores_gemma":[0.003888706,0.000040628354,0.00008985745,0.0005536422,0.009472573,0.0004832023,0.000114334274,0.0005286712,0.000010323415],"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":[0.00002314691,0.000045710025,0.00043118413,0.0000018098114,0.000023965666,0.000002028252,0.21035838,6.208724e-7,0.00013409136,0.6861815,0.002482721,0.10031489],"study_design_scores_gemma":[0.0020125925,0.000102850376,0.021588052,0.00009764896,0.000028829689,0.000029057415,0.09617668,0.0007734554,0.00024269402,0.6525969,0.22608708,0.00026414503],"about_ca_topic_score_codex":0.0005490319,"about_ca_topic_score_gemma":0.000255701,"teacher_disagreement_score":0.8453335,"about_ca_system_score_codex":0.00024161987,"about_ca_system_score_gemma":0.00026554026,"threshold_uncertainty_score":0.9989858},"labels":[],"label_agreement":null},{"id":"W2143692112","doi":"10.1177/1468794115569564","title":"Filtered meaning: appreciating linguistic skill, social position and subjectivity of interpreters in cross-language research","year":2015,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":33,"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":"Interpreter; Subjectivity; Meaning (existential); Linguistics; Interpretation (philosophy); Sociology; Fluency; Psychology; Epistemology; Computer science","score_opus":0.6750878281009164,"score_gpt":0.7356350787654956,"score_spread":0.06054725066457922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143692112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92486054,0.0004350206,0.0011093927,0.0023054176,0.00009215807,0.00072284247,0.000052215528,0.00002963078,0.0703928],"genre_scores_gemma":[0.994651,0.000059027872,0.004306467,0.00001472901,0.0002536848,0.0000773427,0.000009434188,0.000024484063,0.00060381135],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9200466,0.07397821,0.0005713723,0.00056453753,0.0035952507,0.0012439842],"domain_scores_gemma":[0.96197486,0.033259742,0.0001394952,0.0002149316,0.0040267357,0.0003842603],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19870628,0.00014900167,0.0004216615,0.0009959801,0.0010732971,0.0002790984,0.00047505292,0.00026154314,0.000041505587],"category_scores_gemma":[0.14576362,0.0001494513,0.00007501675,0.0022523683,0.0068795644,0.00037771853,0.00040189474,0.0020935973,0.000015272819],"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":[0.00028383086,0.000115073126,0.0016643241,0.00013699598,0.00002224608,0.000016012253,0.8380297,0.0000012567265,0.0018846213,0.1533033,0.00016018847,0.0043824636],"study_design_scores_gemma":[0.0006634414,0.00046644692,0.0020916087,0.00021038082,0.0000019845734,4.770972e-7,0.7483991,0.0002113837,0.0011530692,0.24640268,0.0002353656,0.0001640931],"about_ca_topic_score_codex":0.021990703,"about_ca_topic_score_gemma":0.0031956972,"teacher_disagreement_score":0.093099385,"about_ca_system_score_codex":0.00095563446,"about_ca_system_score_gemma":0.0012948631,"threshold_uncertainty_score":0.99582314},"labels":[],"label_agreement":null},{"id":"W2144725100","doi":"10.1177/0891241610377093","title":"Notes from the Sports Club: Confessional Tales of Two Researchers","year":2010,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":25,"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 Waterloo","funders":"","keywords":"Reflexivity; Confessional; Interpretation (philosophy); Subjectivity; Sociology; Ethnography; Field (mathematics); Club; Negotiation; Representation (politics); Epistemology; Power (physics); Social science; Political science; Computer science; Politics; Law; Anthropology","score_opus":0.3630397859661824,"score_gpt":0.5532175781014413,"score_spread":0.19017779213525893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144725100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9290243,0.0032820003,0.0009819685,0.05354109,0.000825207,0.00021218695,0.00004593655,0.000011926674,0.012075417],"genre_scores_gemma":[0.99133015,0.00045255406,0.0072037503,0.00031587065,0.00061342167,0.0000020700977,0.0000024862936,0.000010609188,0.0000690842],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9927444,0.004056331,0.0006652431,0.00013051734,0.0021162708,0.00028726956],"domain_scores_gemma":[0.98543113,0.012067957,0.0007109773,0.00022375952,0.0012631471,0.0003030211],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02984153,0.000111227535,0.00033947875,0.00025001098,0.00045337697,0.000075875556,0.0007336879,0.00017546014,0.00025906065],"category_scores_gemma":[0.0061531807,0.00006796583,0.00039933342,0.00063267036,0.004211969,0.00047451485,0.00006847916,0.0019007978,0.000001572173],"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":[0.0009964365,0.00052117876,0.3008988,0.00005632691,0.0006350029,0.00015780522,0.39673513,0.000003228404,0.042147312,0.1887315,0.026359458,0.042757824],"study_design_scores_gemma":[0.0018006739,0.0003521339,0.040878262,0.00049660594,0.000037548896,0.0000048940246,0.1851701,0.000014765704,0.0035461478,0.44222754,0.32515848,0.0003128343],"about_ca_topic_score_codex":0.0031912446,"about_ca_topic_score_gemma":0.0008301642,"teacher_disagreement_score":0.29879904,"about_ca_system_score_codex":0.000010242377,"about_ca_system_score_gemma":0.0016347731,"threshold_uncertainty_score":0.9989823},"labels":[],"label_agreement":null},{"id":"W2145736276","doi":"10.1177/1049732313509893","title":"Using Care Ethics to Enhance Qualitative Research on Rural Aging and Care","year":2013,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University; Queen's University","funders":"","keywords":"Qualitative research; Psychology; Ethics of care; Nursing; Medicine; Sociology; Political science; Social science","score_opus":0.9124334631715197,"score_gpt":0.8287943270206518,"score_spread":0.08363913615086793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145736276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.604245,0.011388926,0.007160151,0.33366477,0.00042097564,0.009144457,0.0002475983,0.00019664594,0.03353149],"genre_scores_gemma":[0.9413799,0.002023581,0.050605416,0.002041139,0.0005839198,0.00087383855,0.000026891748,0.0001023736,0.0023629367],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.76721084,0.22003219,0.0008275578,0.0010934675,0.0074353055,0.0034006215],"domain_scores_gemma":[0.8845571,0.09680675,0.00017828128,0.00065511366,0.015599503,0.0022031958],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.21047822,0.0003500972,0.00071101455,0.0016528793,0.00992602,0.0007554731,0.0008962726,0.00050744845,0.00023179612],"category_scores_gemma":[0.06917539,0.00032901875,0.000110695764,0.0041890526,0.007013276,0.00065539556,0.0005897634,0.0080053015,0.00059674395],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069664005,0.00004225991,0.000022125401,0.00084308506,0.000019817215,0.0000032408636,0.7806463,0.000005712377,0.00022939761,0.1932262,0.0018827835,0.023009395],"study_design_scores_gemma":[0.00021829866,0.0013489177,0.00013471358,0.0009657017,0.0000014727668,2.86829e-7,0.91629624,0.000021095642,0.00030993685,0.06301052,0.017377844,0.00031496971],"about_ca_topic_score_codex":0.12873444,"about_ca_topic_score_gemma":0.009677163,"teacher_disagreement_score":0.33713493,"about_ca_system_score_codex":0.003472057,"about_ca_system_score_gemma":0.006994355,"threshold_uncertainty_score":0.9999162},"labels":[{"model":"gemma","categories":["research_integrity"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2147188431","doi":"10.46743/2160-3715/2006.1684","title":"Community Research Mythology","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Rigour; Reflexivity; Qualitative research; Theme (computing); Sociology; Resistance (ecology); Downtown; Mythology; Politics; Social research; Field (mathematics); Field research; Media studies; Gender studies; Social science; Epistemology; Political science; Law; Medicine; History; Computer science","score_opus":0.9243241189587347,"score_gpt":0.78992786449592,"score_spread":0.13439625446281467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147188431","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":[0.20019302,0.00038881105,0.006016148,0.112816304,0.0003679283,0.00059632165,0.000008398017,0.00011470317,0.6794984],"genre_scores_gemma":[0.93978333,0.00009325985,0.0074107456,0.00044146515,0.0004121393,0.00011466975,0.000011253249,0.000024256611,0.051708847],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7767188,0.21984553,0.0004222089,0.00021303649,0.0020826387,0.00071779883],"domain_scores_gemma":[0.96479416,0.03078252,0.00017382312,0.00076092297,0.0030976327,0.0003909515],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.43866682,0.00010085338,0.00023743893,0.00012908975,0.0034875628,0.00009964069,0.0007456961,0.00014918795,0.00008210124],"category_scores_gemma":[0.13138875,0.000067887806,0.00007672851,0.0009887316,0.009327525,0.00019109601,0.00027104464,0.0027363135,0.00026355687],"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":[0.00003271939,0.00004623814,0.00005033722,0.000005617771,0.000018245364,0.000048531198,0.638309,5.3813636e-7,0.000028302245,0.34636274,0.014065494,0.0010322407],"study_design_scores_gemma":[0.00006556465,0.00010346685,0.000095884156,0.0000063888974,0.0000019517338,0.000010234069,0.47361726,0.000001155699,0.000026251513,0.36716357,0.15885861,0.00004965983],"about_ca_topic_score_codex":0.025592826,"about_ca_topic_score_gemma":0.0024916325,"teacher_disagreement_score":0.73959035,"about_ca_system_score_codex":0.00030838035,"about_ca_system_score_gemma":0.0016975405,"threshold_uncertainty_score":0.9995644},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2149723296","doi":"10.1046/j.1365-2648.2001.01680.x","title":"Symbolic interactionism as a theoretical perspective for multiple method research","year":2001,"lang":"en","type":"review","venue":"Journal of Advanced Nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":244,"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; University of Alberta","funders":"","keywords":"Symbolic interactionism; Interactionism; Perspective (graphical); Epistemology; Meaning (existential); Sociology; Underpinning; Qualitative research; Social science; Computer science","score_opus":0.4949927565813101,"score_gpt":0.7392208530422328,"score_spread":0.24422809646092275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149723296","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":[0.0000013231596,0.8821725,0.09170379,0.004439969,0.0010153435,0.000937511,0.000010172873,0.000012852385,0.019706542],"genre_scores_gemma":[0.000011808,0.8279291,0.16946402,0.000020055,0.0017939126,0.000035358604,0.0000013705111,0.00004699967,0.00069741934],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9823006,0.014032594,0.0008921358,0.0003513427,0.001580729,0.0008426267],"domain_scores_gemma":[0.95871204,0.036052167,0.0007651139,0.00020128606,0.0038398388,0.00042953508],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.034038384,0.00024913048,0.0014879607,0.0008435745,0.0012238766,0.00024689882,0.00063555985,0.00043672475,0.000108982786],"category_scores_gemma":[0.055954702,0.00019433208,0.0009412052,0.0011878824,0.0023819997,0.0004544672,0.00003998516,0.003287876,0.000013203244],"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":[0.00009756488,0.00008107445,3.176742e-8,0.00038250766,0.0000740058,0.0000128478505,0.016737929,0.0000020764253,0.000002756223,0.37667084,0.00019109128,0.6057473],"study_design_scores_gemma":[0.00018610415,0.00029565216,6.431887e-8,0.01113409,0.00009848631,0.000064259024,0.08165684,0.000006950598,0.0000031293946,0.35018075,0.5562588,0.000114893664],"about_ca_topic_score_codex":0.00007841274,"about_ca_topic_score_gemma":0.000017861481,"teacher_disagreement_score":0.60563236,"about_ca_system_score_codex":0.002956422,"about_ca_system_score_gemma":0.0028551759,"threshold_uncertainty_score":0.9990116},"labels":[],"label_agreement":null},{"id":"W2151408786","doi":"10.46743/2160-3715/2012.1768","title":"Learning the Concept of Researcher as Instrument in Qualitative Research","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":115,"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":"Qualitative research; Experiential learning; Interpretation (philosophy); Psychology; Process (computing); Epistemology; Data collection; Qualitative analysis; Mathematics education; Management science; Sociology; Computer science; Social science","score_opus":0.8178777834448072,"score_gpt":0.7529333015014745,"score_spread":0.06494448194333269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151408786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6591838,0.0011345187,0.0008826311,0.10622753,0.00019470222,0.0017373507,0.000013597649,0.000047770118,0.23057808],"genre_scores_gemma":[0.97880244,0.00017250898,0.0013933888,0.000096652024,0.00014994635,0.00018130158,0.000008262548,0.000024738361,0.01917077],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7872083,0.20375624,0.0012011973,0.00055353553,0.006046749,0.0012339756],"domain_scores_gemma":[0.9382134,0.05617127,0.00050141837,0.0006669304,0.004076476,0.00037050847],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.37688586,0.00017026125,0.00042226934,0.00026912315,0.001087139,0.00011142163,0.0009423287,0.00017065964,0.0001584008],"category_scores_gemma":[0.16086687,0.00009933247,0.00012743477,0.002603687,0.012665712,0.0002945528,0.00035555754,0.002477486,0.00008333728],"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":[0.00011899972,0.000053133223,0.000092345595,0.000009890752,0.000037277598,0.000032585245,0.6376045,0.000015783324,0.000041731793,0.35900724,0.0011191852,0.0018673806],"study_design_scores_gemma":[0.0002416093,0.0003857341,0.00012462473,0.000055185883,0.0000030287874,0.000003422701,0.65452677,0.000010439696,0.00027330467,0.31086808,0.03341909,0.000088694534],"about_ca_topic_score_codex":0.06337272,"about_ca_topic_score_gemma":0.0029042107,"teacher_disagreement_score":0.3196186,"about_ca_system_score_codex":0.00060364295,"about_ca_system_score_gemma":0.003481972,"threshold_uncertainty_score":0.99982387},"labels":[],"label_agreement":null},{"id":"W2151828277","doi":"10.1177/1049732303261955","title":"After Methods, the Story: From Incongruity to Truth in Qualitative Research","year":2004,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":87,"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":"Storytelling; Postmodernism; Ethnography; Qualitative research; Advice (programming); Sociology; Psychology; Epistemology; Aesthetics; Narrative; Social science; Literature; Computer science; Art; Philosophy; Anthropology","score_opus":0.8901154267150032,"score_gpt":0.8255503864245392,"score_spread":0.06456504029046406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151828277","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22764333,0.0050269803,0.031749316,0.71453875,0.00062481256,0.0063099302,0.000413245,0.00012028054,0.01357338],"genre_scores_gemma":[0.77135754,0.0015298515,0.21579221,0.003609039,0.0009309097,0.0036786175,0.00003101407,0.00012190576,0.0029489156],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.40475243,0.57920974,0.001343636,0.0016528195,0.008448836,0.0045925276],"domain_scores_gemma":[0.7351745,0.25586644,0.0002269937,0.0012442907,0.0053878636,0.002099906],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.6132756,0.0003456473,0.00087465247,0.001734458,0.0050342497,0.00044980703,0.0018491755,0.00040880512,0.00043324535],"category_scores_gemma":[0.188547,0.00026764986,0.00017458816,0.008262508,0.009590934,0.0005820042,0.00077018124,0.008186356,0.00084912835],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00037232268,0.00016836367,0.000027960834,0.00006471063,0.00002643685,0.000012124608,0.639403,0.000004895603,0.00003674266,0.34124342,0.0020063994,0.016633619],"study_design_scores_gemma":[0.00043619087,0.00044820874,0.001530044,0.00019457338,9.4166296e-7,9.375979e-8,0.52201104,0.0000025586053,0.000054241136,0.41457576,0.06058032,0.00016602225],"about_ca_topic_score_codex":0.2301099,"about_ca_topic_score_gemma":0.106546976,"teacher_disagreement_score":0.7109297,"about_ca_system_score_codex":0.005675832,"about_ca_system_score_gemma":0.011286681,"threshold_uncertainty_score":0.9999776},"labels":[],"label_agreement":null},{"id":"W2153003936","doi":"10.1177/1473325013491448","title":"<i>Sometimes you have to go under water to come up</i> : A poetic, critical realist approach to documenting the voices of homeless immigrant women","year":2013,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McGill University","funders":"","keywords":"Sociology; Representation (politics); Social work; Politics; Dilemma; Immigration; Modalities; Poetry; Gender studies; Epistemology; Social science; Political science","score_opus":0.147055028962177,"score_gpt":0.5052816941663705,"score_spread":0.35822666520419344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153003936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49298096,0.00016543453,0.0563843,0.38401288,0.000552472,0.003597025,0.00016284024,0.00012549324,0.062018592],"genre_scores_gemma":[0.95207053,0.00001000515,0.02202272,0.004324736,0.00047429232,0.0010830676,0.000010700694,0.00005128719,0.019952636],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98396873,0.011639132,0.0006903403,0.00057286123,0.0016331575,0.0014957702],"domain_scores_gemma":[0.99006665,0.007738115,0.000113342794,0.000281192,0.0011252929,0.0006753851],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02082297,0.00029057567,0.0007324881,0.00020586098,0.002084748,0.0004673571,0.00084484956,0.00019853355,0.0005252663],"category_scores_gemma":[0.0056584952,0.00019476998,0.00020260568,0.0016967981,0.0021210834,0.0002889021,0.0003657947,0.00052433176,0.00048662882],"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":[0.00007588348,0.00009680288,0.000040638603,0.000057130488,0.00007533398,3.5290336e-7,0.7443469,0.000006335045,0.0005808873,0.24895929,0.0040722215,0.0016882154],"study_design_scores_gemma":[0.00018122487,0.00015324772,0.00084582384,0.000058473186,0.000014861067,6.000188e-8,0.8177601,0.0000014998533,0.00032581209,0.1609277,0.019419292,0.0003118935],"about_ca_topic_score_codex":0.008269915,"about_ca_topic_score_gemma":0.0004853824,"teacher_disagreement_score":0.4590896,"about_ca_system_score_codex":0.0003630013,"about_ca_system_score_gemma":0.0001568984,"threshold_uncertainty_score":0.9992144},"labels":[],"label_agreement":null},{"id":"W2154836024","doi":"10.18438/b8404h","title":"Research Methods: Interviews","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":26,"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 Saskatchewan","funders":"","keywords":"Computer science; Library science","score_opus":0.3774461609382749,"score_gpt":0.6152587818218838,"score_spread":0.23781262088360888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154836024","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015760011,0.0011887762,0.19972143,0.7114556,0.00013318965,0.00031129768,0.0000051030797,0.00008497856,0.08694204],"genre_scores_gemma":[0.025274303,0.076614246,0.7920972,0.0979709,0.0005243278,0.00018769686,0.000007128442,0.000021513924,0.00730269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97614974,0.022250002,0.00035106926,0.00014419692,0.00075518375,0.00034979364],"domain_scores_gemma":[0.9401897,0.058867402,0.00016172003,0.00021288886,0.00032909578,0.0002391599],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.047088183,0.00007243487,0.000107079686,0.00027518068,0.0007202521,0.0005555504,0.00032167585,0.00011069575,0.0012659486],"category_scores_gemma":[0.07465418,0.000047318455,0.000035213474,0.00079015415,0.0009228332,0.24891596,0.00014870195,0.00039731874,0.00027711815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088830224,0.000008597961,0.000023302217,0.000032973392,0.000003805873,5.8856e-7,0.0033101651,1.6300527e-7,0.00007408,0.66933256,0.0036070808,0.32351786],"study_design_scores_gemma":[0.00012064852,0.00009989204,0.00024121383,0.00037637496,0.00000332479,7.727854e-7,0.0160342,0.000046226916,0.0010479515,0.012446082,0.96950155,0.00008175718],"about_ca_topic_score_codex":0.00006867223,"about_ca_topic_score_gemma":3.637636e-7,"teacher_disagreement_score":0.96589446,"about_ca_system_score_codex":0.000029176568,"about_ca_system_score_gemma":0.0006953118,"threshold_uncertainty_score":0.999647},"labels":[],"label_agreement":null},{"id":"W2154847789","doi":"10.1111/j.0033-0124.2004.05603004.x","title":"The Value of Autoethnography for Field Research in Transcultural Settings","year":2004,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Autoethnography; Conceptualization; Reflexivity; Sensibility; Sociology; Context (archaeology); Field (mathematics); Indigenous; Value (mathematics); Politics; Epistemology; Social science; Geography; Political science; Philosophy; Archaeology; Law","score_opus":0.23176282223280537,"score_gpt":0.5853386393928823,"score_spread":0.35357581716007697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154847789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4982407,0.002074104,0.001377217,0.4829663,0.00071097125,0.0023554545,0.000021887196,0.000037805556,0.012215542],"genre_scores_gemma":[0.9921788,0.00048891426,0.0047872877,0.00040581613,0.00015108167,0.00031503962,0.0000017871672,0.0000101704145,0.0016610831],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9945696,0.0034969999,0.00023573314,0.00015338881,0.0009927177,0.0005515504],"domain_scores_gemma":[0.9902691,0.009056275,0.00005560277,0.00016253346,0.00039125993,0.000065205466],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.029344054,0.000069158974,0.000112561705,0.000102599784,0.00195646,0.00003843019,0.0005831004,0.0001306431,0.00002365067],"category_scores_gemma":[0.0015003618,0.00003293601,0.00017724157,0.0011569769,0.0023804603,0.00008604303,0.000055832294,0.0007565845,0.0000020918642],"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":[0.00017881847,0.00008940499,0.002606622,0.00004728559,0.000031375126,4.5396692e-7,0.107251175,0.000016089389,0.00059190334,0.87702334,0.0010582914,0.011105215],"study_design_scores_gemma":[0.0004565654,0.00012062159,0.008343397,0.00018684275,0.000004613154,1.3593005e-7,0.10767885,0.000013049771,0.0005803316,0.85125095,0.031286594,0.00007806347],"about_ca_topic_score_codex":0.0041461335,"about_ca_topic_score_gemma":0.0027395734,"teacher_disagreement_score":0.49393812,"about_ca_system_score_codex":0.000022138738,"about_ca_system_score_gemma":0.00032573653,"threshold_uncertainty_score":0.99949455},"labels":[],"label_agreement":null},{"id":"W2156074058","doi":"10.1177/104973200129118624","title":"Researching Illness and Injury: Methodological Considerations","year":2000,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":72,"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":"Qualitative research; Psychology; Reliability (semiconductor); Everyday life; Perception; Data collection; Applied psychology; Social psychology; Epistemology; Sociology; Social science; Power (physics)","score_opus":0.9320649187322306,"score_gpt":0.7994691973222392,"score_spread":0.13259572140999143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156074058","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":[0.23199338,0.0038535371,0.008791807,0.59606254,0.00017674189,0.0035463246,0.00021716564,0.00027584768,0.15508267],"genre_scores_gemma":[0.7561965,0.016915714,0.19941546,0.004118069,0.00071668415,0.000629647,0.000021231996,0.00007121795,0.02191548],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7726382,0.22138871,0.00060671114,0.0006773618,0.002835149,0.001853863],"domain_scores_gemma":[0.8979143,0.09889866,0.0000830828,0.00035228094,0.0014516304,0.0013000552],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2859309,0.00015787824,0.00047034462,0.0004623723,0.008092928,0.0003876647,0.000302845,0.00021822943,0.0045810314],"category_scores_gemma":[0.07993713,0.00013757613,0.00006684527,0.0013821922,0.00791565,0.00040731602,0.00014043385,0.0024567107,0.00022531947],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007893673,0.000047182748,0.000020534631,0.00006300562,0.000012012596,0.0000047963804,0.36428303,4.9341065e-7,0.000033519904,0.5244005,0.0067077777,0.104348235],"study_design_scores_gemma":[0.00019777543,0.00044031127,0.00032853233,0.00006342469,8.853443e-7,0.000001134992,0.27466378,0.000030038795,0.000026916483,0.57754433,0.14655809,0.00014481414],"about_ca_topic_score_codex":0.015621664,"about_ca_topic_score_gemma":0.0023863816,"teacher_disagreement_score":0.59194446,"about_ca_system_score_codex":0.00039135566,"about_ca_system_score_gemma":0.002752763,"threshold_uncertainty_score":0.9998447},"labels":[],"label_agreement":null},{"id":"W2156470739","doi":"10.55016/ojs/ajer.v47i2.54856","title":"Wheels Within Wheels: The Analysis of a Cultural Event","year":2001,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Qualitative research; Inclusion (mineral); Event (particle physics); Pedagogy; Sociology; Database transaction; Psychology; Qualitative analysis; Positivism; Mathematics education; Social psychology; Social science; Political science; Law","score_opus":0.4062742491253326,"score_gpt":0.630808693693205,"score_spread":0.22453444456787242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156470739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7419192,0.0012966247,0.000088635126,0.19464235,0.00022731975,0.00018437332,0.000004093902,3.909952e-7,0.06163701],"genre_scores_gemma":[0.95331854,0.0017238,0.00087723136,0.000112929054,0.0004959039,0.000010864032,0.000003204486,0.0000066877337,0.043450862],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9897615,0.0065750475,0.0006045671,0.00013590709,0.0025028116,0.00042017343],"domain_scores_gemma":[0.9306744,0.0649392,0.0003283045,0.00019120704,0.0035979901,0.0002689513],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.029923841,0.00007584546,0.00026757858,0.0006061384,0.00075120607,0.0001265278,0.00083583745,0.000080523234,0.008496519],"category_scores_gemma":[0.08098881,0.000045749897,0.0002906275,0.0032837328,0.0018649263,0.00036019957,0.00006618785,0.0008262719,0.000041258525],"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":[0.00022607872,0.0006034518,0.04842619,0.000027198328,0.0019275498,0.0000016970868,0.24641603,0.0006006403,0.00060133234,0.67899567,0.01908478,0.0030894047],"study_design_scores_gemma":[0.0007522217,0.000611582,0.13724357,0.00031219778,0.00067324133,0.000028930654,0.31348816,0.0006417611,0.00030878655,0.14105183,0.40451214,0.0003755814],"about_ca_topic_score_codex":0.014632352,"about_ca_topic_score_gemma":0.022811677,"teacher_disagreement_score":0.53794384,"about_ca_system_score_codex":0.00024551904,"about_ca_system_score_gemma":0.0030690199,"threshold_uncertainty_score":0.99889755},"labels":[],"label_agreement":null},{"id":"W2156579583","doi":"10.1177/1056492610375988","title":"Counting in Qualitative Research: Why to Conduct it, When to Avoid it, and When to Closet it","year":2010,"lang":"en","type":"article","venue":"Journal of Management Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":279,"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":"Closet; Qualitative research; Process (computing); Psychology; Computer science; Social psychology; Sociology; Social science; History","score_opus":0.6730944586330082,"score_gpt":0.6546973864708882,"score_spread":0.018397072162120054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156579583","genre_codex":"commentary","genre_gemma":"methods","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":[0.31158888,0.000095790434,0.011066754,0.64452034,0.0010382307,0.0012571518,0.000014510027,0.000013779347,0.030404538],"genre_scores_gemma":[0.3987761,0.0011817534,0.5015134,0.072043434,0.003923314,0.00016843819,0.000004701855,0.000110467015,0.022278367],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9888132,0.0067300843,0.000785607,0.0003651004,0.002454467,0.0008515389],"domain_scores_gemma":[0.9929804,0.0046941456,0.00020619608,0.0002570094,0.0011312809,0.000730946],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.099102914,0.00016376105,0.00040112552,0.0011869187,0.0005332529,0.0004324318,0.0008249014,0.00013110286,0.00037178068],"category_scores_gemma":[0.014931287,0.00014545745,0.00007737558,0.0009209831,0.00072443887,0.0006248073,0.00056324265,0.0014735227,0.00010430326],"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":[0.00013533789,0.00007003154,0.00013345786,0.00008823982,0.00005451652,0.000056737485,0.5960274,0.000009007387,0.00061290676,0.03504028,0.36094022,0.0068318527],"study_design_scores_gemma":[0.00027091842,0.00028616225,0.00033501926,0.00026445734,0.0000071854874,9.966161e-7,0.43565294,0.0000035227047,0.000042561394,0.05026055,0.5127434,0.00013228646],"about_ca_topic_score_codex":0.001646257,"about_ca_topic_score_gemma":0.008483894,"teacher_disagreement_score":0.5724769,"about_ca_system_score_codex":0.00025536932,"about_ca_system_score_gemma":0.00023824192,"threshold_uncertainty_score":0.99336636},"labels":[],"label_agreement":null},{"id":"W2156781613","doi":"10.1111/j.0008-3658.2004.00059.x","title":"Suzanne MacKenzie Memorial LectureConceptually unclad: feminist geography and Aboriginal peoples<sup>*</sup>","year":2004,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada; Research England; Nepal Academy of Science and Technology; National Geographic Society","keywords":"Geographer; Human geography; Cultural geography; Reflexivity; Social geography; Critical geography; Sociology; Representation (politics); Time geography; Language geography; Historical geography; Regional geography; Gender studies; Geography; Anthropology; Social science; Economic geography; Development geography; Political science; Politics; Law","score_opus":0.026447483707146245,"score_gpt":0.33117001267666063,"score_spread":0.3047225289695144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156781613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9576498,0.008802993,0.00006242324,0.015025522,0.0013364643,0.0010880705,0.0010118614,0.00031683646,0.01470599],"genre_scores_gemma":[0.9680453,0.023828058,0.0036459514,0.0022405565,0.0014851857,0.00017754007,0.00015609078,0.00011346775,0.00030783724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932193,0.0010070221,0.0006589779,0.0011111187,0.0009820022,0.0030215469],"domain_scores_gemma":[0.99332076,0.0013114662,0.00018444638,0.0006065172,0.0006676992,0.00390911],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0032908395,0.0006896357,0.00076622475,0.004622494,0.004193209,0.00071716844,0.0010130762,0.00061826664,0.00030036815],"category_scores_gemma":[0.0013834292,0.0007238063,0.0005094736,0.0074173124,0.014236855,0.00054734823,0.00006355829,0.0009899986,0.000014692847],"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":[0.00014741285,0.0000892634,0.10194675,0.00020244248,0.000653073,0.0004225187,0.17865624,0.00014441783,0.000014856679,0.691611,0.009112481,0.01699956],"study_design_scores_gemma":[0.0014725203,0.00048945483,0.013192543,0.00024387309,0.00013252968,0.00004569628,0.23408277,0.0000058736186,0.000018560575,0.08955544,0.659288,0.0014727343],"about_ca_topic_score_codex":0.92838085,"about_ca_topic_score_gemma":0.99663216,"teacher_disagreement_score":0.6501755,"about_ca_system_score_codex":0.00034500693,"about_ca_system_score_gemma":0.0038142677,"threshold_uncertainty_score":0.9995213},"labels":[],"label_agreement":null},{"id":"W2158504584","doi":"10.1177/0011392107081988","title":"Quest for Methodological Alternatives","year":2007,"lang":"en","type":"article","venue":"Current Sociology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":18,"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":"Dilemma; Orthodoxy; Sociology; Subaltern; Indigenous; Ethnic group; Order (exchange); Social science; Epistemology; Political science; Law; Anthropology; Politics","score_opus":0.8221291017958746,"score_gpt":0.741253214366084,"score_spread":0.08087588742979057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158504584","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05386143,0.002160923,0.91923976,0.010681195,0.0019198625,0.0004612717,0.000016073947,0.000085126456,0.011574357],"genre_scores_gemma":[0.730768,0.003717392,0.25778657,0.00091156893,0.004938648,0.00016528419,0.000037920137,0.000029090299,0.0016455319],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9941645,0.0046281326,0.00020265448,0.00023585877,0.00020186578,0.0005669751],"domain_scores_gemma":[0.9808998,0.018557718,0.0000801735,0.00007774841,0.0002326912,0.00015185044],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033693496,0.00007727448,0.00020642322,0.000057448644,0.00051897706,0.000013338283,0.00023998809,0.00019419516,0.00011451662],"category_scores_gemma":[0.017139047,0.00006298244,0.00011446551,0.00008087489,0.0031344297,0.000060079,0.000042637384,0.0003771316,0.000024926716],"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":[0.000025035219,0.00003842597,0.00095203164,0.000014444102,0.000012370211,6.7120084e-7,0.04181163,1.6420356e-7,0.00017155307,0.87400454,0.0009109054,0.08205824],"study_design_scores_gemma":[0.00017301101,0.000093166134,0.0026521832,0.000006640616,0.000004287875,1.3483236e-7,0.01141821,0.0000055216183,0.00011167615,0.58461946,0.40082675,0.000088939996],"about_ca_topic_score_codex":0.000068546724,"about_ca_topic_score_gemma":0.00009739263,"teacher_disagreement_score":0.6769066,"about_ca_system_score_codex":0.000093912655,"about_ca_system_score_gemma":0.00014956157,"threshold_uncertainty_score":0.9995785},"labels":[],"label_agreement":null},{"id":"W2158615725","doi":"10.1111/anhu.12052","title":"Truth, Shame, Complicity, and Flirtation: An Unconventional, Ethnographic (Non)fiction","year":2014,"lang":"en","type":"article","venue":"Anthropology & Humanism","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":19,"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":"Pfizer","keywords":"Complicity; Ethnography; Shame; Narrative; Sociology; Objectification; Aesthetics; Politics; White (mutation); Anthropology; Gender studies; Art; Literature; Psychology; Epistemology; Political science; Social psychology; Philosophy; Law","score_opus":0.15162782177776593,"score_gpt":0.5223355095215513,"score_spread":0.3707076877437854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158615725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85996,0.00027945195,0.06199203,0.014369966,0.0012528667,0.00037661838,0.0000128052925,0.00019124894,0.061564967],"genre_scores_gemma":[0.9946792,0.00061496295,0.0031440533,0.000502955,0.00041501966,0.000017797523,0.000024874176,0.000012403794,0.00058869313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99620926,0.002561671,0.00021277039,0.00032407956,0.0003437567,0.00034845783],"domain_scores_gemma":[0.99815494,0.0011949863,0.000093685216,0.00016494982,0.00022459464,0.00016686461],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004544094,0.000109771594,0.00019563473,0.00014231996,0.0023216791,0.00009058956,0.0001822904,0.00022470579,0.0009317754],"category_scores_gemma":[0.00056464964,0.000110342204,0.000058539612,0.00018620513,0.0069405464,0.00029933808,0.00004461319,0.00034382584,0.000033383552],"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":[0.0000072701987,0.000066663524,0.0014651176,0.00001370802,0.00002092033,0.0000010081627,0.01667656,8.1053395e-7,0.00047126837,0.9755221,0.00045149145,0.005303083],"study_design_scores_gemma":[0.00069288677,0.0008724982,0.027172932,0.000024100555,0.00003034719,0.000003876439,0.065551855,0.00034179195,0.00031263466,0.82379025,0.080859244,0.0003476045],"about_ca_topic_score_codex":0.004489565,"about_ca_topic_score_gemma":0.0052548945,"teacher_disagreement_score":0.15173186,"about_ca_system_score_codex":0.000030812967,"about_ca_system_score_gemma":0.00008443167,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W2159276633","doi":"10.1080/19398440902908993","title":"The problem with truth in qualitative interviews: reflections from a narrative perspective","year":2009,"lang":"en","type":"article","venue":"Qualitative Research in Sport and Exercise","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas University","funders":"","keywords":"Perspective (graphical); Narrative; Qualitative research; Epistemology; Sociology; Psychology; Computer science; Philosophy; Social science; Artificial intelligence; Linguistics","score_opus":0.4483076254560496,"score_gpt":0.6591768760908603,"score_spread":0.2108692506348107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159276633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71043813,0.009232687,0.000750061,0.12330282,0.0001340777,0.004821927,0.00007724147,0.00011225646,0.1511308],"genre_scores_gemma":[0.9787918,0.007269504,0.011556533,0.00007862214,0.000108967244,0.00053646055,0.000012631244,0.000024561152,0.001620921],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9822061,0.013219999,0.0006838756,0.0008112316,0.0018013447,0.0012774572],"domain_scores_gemma":[0.9857449,0.0117726885,0.00017566762,0.00032285,0.0015898395,0.0003940777],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.06374758,0.00027403675,0.00062162237,0.00066043745,0.0018254155,0.00032301462,0.0005049433,0.00020373966,0.00006210676],"category_scores_gemma":[0.0023358155,0.0001851699,0.00008517676,0.0032213035,0.00519025,0.00068871456,0.00009363715,0.0020568075,0.000016915572],"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":[0.00071516685,0.00014829797,0.00011704731,0.00001166238,0.000017652597,0.000025049738,0.63582695,9.733365e-7,0.000015490796,0.35518295,0.00011162489,0.007827115],"study_design_scores_gemma":[0.00042730648,0.0003824779,0.0010065619,0.00038713144,0.0000028491363,2.3585059e-7,0.54877615,0.0000074312748,0.000016304175,0.44604456,0.0028018525,0.00014712929],"about_ca_topic_score_codex":0.03782432,"about_ca_topic_score_gemma":0.061313108,"teacher_disagreement_score":0.26835367,"about_ca_system_score_codex":0.0009210806,"about_ca_system_score_gemma":0.0010461106,"threshold_uncertainty_score":0.99947405},"labels":[],"label_agreement":null},{"id":"W2159771425","doi":"10.1080/13645570701622116","title":"Separately Together: Working Reflexively as a Team","year":2008,"lang":"en","type":"article","venue":"International Journal of Social Research Methodology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":64,"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; Carleton University","funders":"","keywords":"Reflexivity; Teamwork; Presentation (obstetrics); Qualitative research; Subject (documents); Sociology; Resource (disambiguation); Psychology; Computer science; Political science; Social science; Medicine","score_opus":0.8596076386474084,"score_gpt":0.721834625965888,"score_spread":0.13777301268152042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159771425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4378622,0.001265802,0.025688995,0.13295071,0.0034666376,0.00045195207,0.000012398542,0.000054674605,0.39824665],"genre_scores_gemma":[0.8680913,0.003236441,0.11284657,0.0008781023,0.0055186427,0.000015237224,0.0000018611574,0.00003285823,0.009379],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.95465183,0.03934989,0.0007087424,0.00024888956,0.0042349943,0.00080567325],"domain_scores_gemma":[0.9728711,0.020249357,0.0004139247,0.00009878926,0.0060286135,0.00033821087],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.08934591,0.00012368079,0.00042909215,0.00079692906,0.0013867654,0.00011406061,0.0015279782,0.00034580246,0.0007298351],"category_scores_gemma":[0.06498356,0.00011187286,0.00029315686,0.0007186233,0.004097354,0.00034663835,0.0002314301,0.0021689888,0.00010985154],"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":[0.0014968094,0.00019674872,0.001488493,0.0000078555195,0.00038331116,0.00076139864,0.24430086,0.000006712422,0.0050481674,0.6715815,0.014334501,0.060393646],"study_design_scores_gemma":[0.0006623309,0.00038471867,0.0017137204,0.000038603674,0.000007261132,0.00015290045,0.04189122,0.000005496406,0.0007851838,0.29042342,0.6637892,0.00014591981],"about_ca_topic_score_codex":0.0017185621,"about_ca_topic_score_gemma":0.00027327685,"teacher_disagreement_score":0.6494547,"about_ca_system_score_codex":0.00069712393,"about_ca_system_score_gemma":0.0033154914,"threshold_uncertainty_score":0.9999133},"labels":[],"label_agreement":null},{"id":"W2160401416","doi":"10.1177/1049732311421177","title":"The Relationship Between Symbolic Interactionism and Interpretive Description","year":2011,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":111,"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":"Symbolic interactionism; Interactionism; Epistemology; Conceptualization; The Symbolic; Credibility; Pragmatism; Sociology; Contextualization; Psychology; Computer science; Interpretation (philosophy); Artificial intelligence; Philosophy","score_opus":0.9210485063564756,"score_gpt":0.7368428207166063,"score_spread":0.18420568563986928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160401416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50294966,0.005653036,0.062294617,0.25626972,0.0008934929,0.004545387,0.000104716484,0.00026158587,0.1670278],"genre_scores_gemma":[0.99006814,0.001059837,0.0044541107,0.00016817555,0.00017781543,0.00015681307,0.0000037507066,0.000016486187,0.003894903],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9254235,0.07138392,0.00048641764,0.00035200958,0.0013626157,0.0009915102],"domain_scores_gemma":[0.90042853,0.09720597,0.00017590825,0.00026111613,0.0013250376,0.00060343836],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.119467884,0.00010865161,0.00021270584,0.00028927703,0.0064052204,0.00026099008,0.0003396735,0.00013834062,0.00006507928],"category_scores_gemma":[0.07025735,0.00008199201,0.000050610895,0.00090383453,0.005244104,0.0004910421,0.00013730669,0.0018455626,0.00011549972],"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":[0.000038138598,0.00001325447,0.005592764,0.000028067245,0.000010906538,3.3443936e-7,0.5034117,3.6852688e-9,0.0000019647964,0.48144865,0.0006583321,0.008795843],"study_design_scores_gemma":[0.000070515795,0.00024546252,0.07423167,0.00010455731,0.0000012447621,2.0153583e-7,0.47866946,0.0000027501053,0.0000054693955,0.43304828,0.013557819,0.000062574596],"about_ca_topic_score_codex":0.016739085,"about_ca_topic_score_gemma":0.0034610617,"teacher_disagreement_score":0.48711848,"about_ca_system_score_codex":0.0006425042,"about_ca_system_score_gemma":0.0012069354,"threshold_uncertainty_score":0.99746305},"labels":[],"label_agreement":null},{"id":"W2160952410","doi":"10.2522/ptj.20080388","title":"Qualitative Research Ethics: Enhancing Evidence-Based Practice in Physical Therapy","year":2010,"lang":"en","type":"article","venue":"Physical Therapy","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada; Arthritis Society; Arthritis Research Centre of Canada","funders":"Canadian Institutes of Health Research","keywords":"Qualitative research; Beneficence; Reflexivity; Research ethics; Psychology; Respect for persons; Health care; Engineering ethics; Autonomy; Medicine; Medical education; Sociology; Social science","score_opus":0.688435514488058,"score_gpt":0.7284644108310686,"score_spread":0.040028896343010656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160952410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8801895,0.0006444803,0.0014241872,0.10535937,0.0002458594,0.001030285,0.000006129814,0.00009789339,0.0110022975],"genre_scores_gemma":[0.98723006,0.0035807241,0.0053775725,0.0015795007,0.0017537592,0.00023452032,0.0000018003083,0.000039048227,0.00020299324],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9488732,0.045959935,0.00030272055,0.00062049064,0.003200268,0.0010433496],"domain_scores_gemma":[0.8459928,0.15161206,0.000119115524,0.0004306103,0.0015475107,0.0002978877],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07592898,0.00023695405,0.0004695646,0.00022983154,0.0011334302,0.00028263932,0.00077781006,0.0003025841,0.00008986084],"category_scores_gemma":[0.06806049,0.00018579079,0.00021692034,0.0018123566,0.0037595034,0.001114439,0.00006182381,0.006698783,0.00015572364],"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":[0.0004406473,0.00093426584,0.000020367814,0.0000133117055,0.00002580171,0.000004503815,0.5955502,0.0000041118374,0.10659057,0.24440327,0.00008924923,0.051923733],"study_design_scores_gemma":[0.0013699783,0.001119392,0.00036765283,0.00024733067,0.00000375825,1.7529759e-7,0.1815227,0.00045070457,0.0492821,0.67681783,0.08829983,0.0005185449],"about_ca_topic_score_codex":0.0066330186,"about_ca_topic_score_gemma":0.0010741762,"teacher_disagreement_score":0.43241456,"about_ca_system_score_codex":0.00016832825,"about_ca_system_score_gemma":0.0020904774,"threshold_uncertainty_score":0.9999819},"labels":[],"label_agreement":null},{"id":"W2162638003","doi":"10.1177/1049732303253542","title":"What is Becoming of Ethnography?","year":2003,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":37,"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":"Ethnography; Sociology; Psychology; Anthropology","score_opus":0.8815674754906949,"score_gpt":0.7736827918047919,"score_spread":0.10788468368590298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162638003","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":[0.17086111,0.05167471,0.022641987,0.5594714,0.00197528,0.005855751,0.00015418607,0.00020334288,0.1871622],"genre_scores_gemma":[0.75905436,0.07695958,0.13572866,0.005920081,0.0003807339,0.0004421837,0.000014677092,0.00012537614,0.021374367],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.87250715,0.12046579,0.00082003826,0.00053090294,0.0038553705,0.0018207568],"domain_scores_gemma":[0.96720845,0.028961126,0.00021473742,0.00037399092,0.0025246274,0.0007170816],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.22342357,0.00013328445,0.0004444502,0.0006966789,0.001977827,0.00017109393,0.00043635862,0.00019122814,0.0007094251],"category_scores_gemma":[0.02265351,0.00012602891,0.00015348007,0.0028850823,0.0050496003,0.0006761999,0.00006744147,0.0014251871,0.00008017646],"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":[0.000015995525,0.000070052585,0.00007107247,0.00017265558,0.000017487417,6.835164e-7,0.5289214,1.031705e-7,0.00003663303,0.4553702,0.00291673,0.012406965],"study_design_scores_gemma":[0.00018817498,0.00025391683,0.0000621209,0.00016735506,7.310309e-7,9.44102e-8,0.6265136,0.0000023689788,0.0003704793,0.2452908,0.12706845,0.00008189905],"about_ca_topic_score_codex":0.007867235,"about_ca_topic_score_gemma":0.001331601,"teacher_disagreement_score":0.58819324,"about_ca_system_score_codex":0.00031892932,"about_ca_system_score_gemma":0.0033523224,"threshold_uncertainty_score":0.99932146},"labels":[],"label_agreement":null},{"id":"W2162970236","doi":"10.3138/jcfs.42.6.903","title":"Ethnographic Family Research: Predicaments and Possibilities of Doing Fieldwork on Intergenerational Relations in Singapore","year":2011,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ethnography; Sociology; Reflexivity; Kinship; Meaning (existential); Gender studies; Ethnic group; Interpretation (philosophy); Field (mathematics); Nationality; Epistemology; Anthropology; Immigration; Political science","score_opus":0.8393581282405493,"score_gpt":0.6331222114948001,"score_spread":0.20623591674574926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162970236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97252303,0.005413015,0.00046462982,0.0010827594,0.00019207949,0.00015919919,0.0000051312054,0.0000033906124,0.020156786],"genre_scores_gemma":[0.9887797,0.0025555438,0.00830907,0.000057531448,0.00009003727,0.000006869906,2.8224386e-7,0.000003466683,0.00019745446],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9944391,0.0036733386,0.00058963074,0.0001254316,0.0009409459,0.00023153114],"domain_scores_gemma":[0.9930895,0.005015765,0.00027113283,0.00007481282,0.0014636593,0.00008511884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011303409,0.00008963752,0.00037699734,0.0005200378,0.00046334474,0.000024984773,0.0001686063,0.000073501615,0.00001213222],"category_scores_gemma":[0.0021566334,0.000068569585,0.000074219366,0.00056463265,0.002688064,0.0002660641,0.000070979804,0.0007504173,0.0000010515932],"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":[0.00026577662,0.00023877184,0.040496435,0.000042366784,0.0002823592,0.000008999623,0.8252942,0.000042419317,0.0004980544,0.12843035,0.0033618808,0.0010384201],"study_design_scores_gemma":[0.00040222914,0.0009494259,0.16867572,0.0006763898,0.0000112779435,3.772992e-7,0.69023776,0.000023438219,0.00017552855,0.13718636,0.0015715805,0.0000898963],"about_ca_topic_score_codex":0.00026379104,"about_ca_topic_score_gemma":0.00055909646,"teacher_disagreement_score":0.1350564,"about_ca_system_score_codex":0.000089134766,"about_ca_system_score_gemma":0.0002889171,"threshold_uncertainty_score":0.9904284},"labels":[],"label_agreement":null},{"id":"W2163261691","doi":"10.1177/1468794113495038","title":"‘Emergent reconstruction’ in grounded theory: learning from team-based interview research","year":2013,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":40,"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":"Queen's University; Queen's University Belfast","keywords":"Grounded theory; Sociology; Framing (construction); Constructivist grounded theory; Construct (python library); Solidarity; Premise; Population; Epistemology; Social constructionism; Psychology; Qualitative research; Social psychology; Social science; Computer science","score_opus":0.771834576379648,"score_gpt":0.6983268824887411,"score_spread":0.07350769389090694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163261691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5084612,0.0046066185,0.026352098,0.10444998,0.0009184309,0.006066088,0.00005165551,0.00030790575,0.34878606],"genre_scores_gemma":[0.96797466,0.001586827,0.015508352,0.00015474074,0.0005906496,0.0013786376,0.00003366882,0.00007271025,0.012699756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.733087,0.25941342,0.0007188732,0.00082796125,0.004024253,0.0019284922],"domain_scores_gemma":[0.9191716,0.07514147,0.00012416313,0.0004898458,0.004441085,0.0006318871],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.27112052,0.00023172946,0.0005038282,0.0014886778,0.0023961163,0.00056728796,0.0010634132,0.00036730635,0.0093716495],"category_scores_gemma":[0.07085693,0.00021132582,0.00016802123,0.0042363824,0.007603979,0.0007707759,0.0003352217,0.005249842,0.0021743367],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010545869,0.00021855679,0.0008955054,0.0000969928,0.00006141321,0.0000052864457,0.4101176,0.000008710307,0.0008314188,0.46353343,0.004362836,0.11976278],"study_design_scores_gemma":[0.00034534265,0.00021137639,0.00086384686,0.00025227398,0.0000013975128,1.1485965e-7,0.471761,0.00028385964,0.00013927018,0.5051479,0.020827489,0.0001661538],"about_ca_topic_score_codex":0.09442832,"about_ca_topic_score_gemma":0.008657145,"teacher_disagreement_score":0.4595135,"about_ca_system_score_codex":0.0013881518,"about_ca_system_score_gemma":0.0018176413,"threshold_uncertainty_score":0.9989026},"labels":[],"label_agreement":null},{"id":"W2163268141","doi":"10.1111/j.1365-2648.2009.04978.x","title":"Reflexivity, critical qualitative research and emancipation: a Foucauldian perspective","year":2009,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":163,"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":"Reflexivity; Emancipation; Qualitative research; Epistemology; Subjectivity; Sociology; Perspective (graphical); Critical theory; Empowerment; Dialogical self; Social science; Computer science; Political science; Politics","score_opus":0.5607083285011188,"score_gpt":0.7575965880130581,"score_spread":0.19688825951193922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163268141","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":[0.17816515,0.0065571466,0.04072084,0.6584577,0.0008228997,0.00045731134,0.0000062715894,0.00003620253,0.11477648],"genre_scores_gemma":[0.9119476,0.0004632664,0.086603805,0.00013912775,0.00060327107,0.0000013386941,1.2489951e-7,0.000007181272,0.00023427416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9923967,0.0053369766,0.00031969298,0.00017051434,0.0013077308,0.00046839335],"domain_scores_gemma":[0.9896581,0.006321422,0.0001364093,0.00008726932,0.0034415848,0.00035521286],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.020988323,0.00007994415,0.00024257465,0.0003224998,0.000960517,0.00013167813,0.00016490385,0.000097992735,0.000022248025],"category_scores_gemma":[0.025890585,0.00007211062,0.00006330234,0.0006193376,0.0023964203,0.00084651686,0.000012892977,0.001019403,0.0000022211457],"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":[0.00017546078,0.000113326016,0.0000034997784,0.00000598062,0.0000060848292,0.000017098566,0.35921434,0.0000036763543,0.00077353546,0.5833404,0.00021220278,0.05613437],"study_design_scores_gemma":[0.0001750392,0.0008640431,0.00029995522,0.00025873183,0.0000036833787,0.000005348945,0.41354045,0.000005055611,0.00013414348,0.58298194,0.0016791071,0.000052462667],"about_ca_topic_score_codex":0.00004442427,"about_ca_topic_score_gemma":0.000055154193,"teacher_disagreement_score":0.7337825,"about_ca_system_score_codex":0.00070168485,"about_ca_system_score_gemma":0.00049338734,"threshold_uncertainty_score":0.98231477},"labels":[],"label_agreement":null},{"id":"W2164844414","doi":"10.1177/1049732306298812","title":"The Inevitable Pull of the River's Current","year":2007,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Princess Margaret Cancer Centre; Alberta Health Services; Royal College of Physicians and Surgeons of Canada; Mount Royal University; First Nations University of Canada; University of Calgary","funders":"","keywords":"Qualitative research; Psychology; Process (computing); Sociology; Pedagogy; Epistemology; Computer science; Social science","score_opus":0.8217252897381857,"score_gpt":0.7754344714128826,"score_spread":0.04629081832530313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164844414","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":[0.09517298,0.036756575,0.02367838,0.73993766,0.002489217,0.0067856847,0.00015490652,0.0001056728,0.094918914],"genre_scores_gemma":[0.9594227,0.015740892,0.008357469,0.000883192,0.0010273971,0.00020657065,0.000006231527,0.00006183547,0.014293682],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9047758,0.08577933,0.0009761576,0.00042095134,0.005563587,0.0024841959],"domain_scores_gemma":[0.9355696,0.060306918,0.00027902063,0.00051744306,0.0028241703,0.0005028802],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.33144635,0.00011039909,0.00025916254,0.00017938997,0.0056723547,0.00008885862,0.0011043735,0.00009902431,0.000050306444],"category_scores_gemma":[0.046127886,0.00006144079,0.00012775711,0.0024947026,0.010209979,0.00015914846,0.00029431027,0.0019512044,0.0000513785],"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":[0.000048410722,0.000056884626,0.0001940143,0.00009903112,0.000010536867,2.6785926e-7,0.32303876,2.3899238e-7,0.000019068028,0.6026031,0.008010261,0.06591948],"study_design_scores_gemma":[0.0001373914,0.00014624528,0.0023160337,0.00010104421,8.158815e-7,7.954828e-8,0.2795843,0.0000050127865,0.00009582115,0.22124493,0.4963097,0.000058658577],"about_ca_topic_score_codex":0.017364955,"about_ca_topic_score_gemma":0.010209263,"teacher_disagreement_score":0.86424977,"about_ca_system_score_codex":0.00064833526,"about_ca_system_score_gemma":0.0038011565,"threshold_uncertainty_score":0.9956221},"labels":[],"label_agreement":null},{"id":"W2164878690","doi":"10.1525/jer.2007.2.1.3","title":"Sharing Data and Results in Ethnographic Research: Why This Should Not Be an Ethical Imperative","year":2007,"lang":"en","type":"article","venue":"Journal of Empirical Research on Human Research Ethics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University; U.S. Department of Homeland Security","keywords":"Ethnography; Variety (cybernetics); Sociology; Engineering ethics; Research ethics; Relation (database); Politics; Field (mathematics); Epistemology; Public relations; Political science; Law; Computer science; Anthropology","score_opus":0.9682090312510818,"score_gpt":0.7973267805208706,"score_spread":0.17088225073021124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164878690","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":[0.34293267,0.0008853955,0.00033446623,0.6232512,0.00020591245,0.0015397695,0.00012152341,0.000048109745,0.030680962],"genre_scores_gemma":[0.97620267,0.01066283,0.004836647,0.0043591307,0.0020868408,0.00003340275,0.000031715583,0.00011580466,0.0016709408],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.70424086,0.2211059,0.004668306,0.003341062,0.05808696,0.008556908],"domain_scores_gemma":[0.60366285,0.35781267,0.0005530997,0.0033593583,0.02920601,0.005406014],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.827274,0.00040030427,0.0009824377,0.008240171,0.008288706,0.0019190669,0.006793903,0.0034959326,0.000259595],"category_scores_gemma":[0.5299207,0.0003307509,0.0002039295,0.0094131855,0.026613614,0.0016446686,0.0038944816,0.10131714,0.000031132407],"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":[0.00652858,0.0016890175,0.0024297144,0.00030919447,0.0001441757,0.0020659568,0.37308723,0.0000093424305,0.0041769478,0.54155993,0.05648246,0.011517459],"study_design_scores_gemma":[0.0030509485,0.009522624,0.006893024,0.0015918054,0.00001052002,0.000019405445,0.22247592,0.000528169,0.0009159798,0.3387168,0.41561526,0.0006595504],"about_ca_topic_score_codex":0.0103558805,"about_ca_topic_score_gemma":0.052910563,"teacher_disagreement_score":0.63327,"about_ca_system_score_codex":0.0016515506,"about_ca_system_score_gemma":0.007617528,"threshold_uncertainty_score":0.99991447},"labels":[{"model":"gemma","categories":["metaresearch","open_science"],"domain":"reproducibility","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","open_science","scholarly_communication"],"domain":"reproducibility","study_design":"qualitative","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2164924833","doi":"10.1177/1049732307308304","title":"The Advantages and Disadvantages of Mixing Methods: An Analysis of Combining Traditional and Autoethnographic Approaches","year":2007,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":87,"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":"Mainstream; Autoethnography; Popularity; Sociology; Epistemology; Ethnography; Computer science; Management science; Process (computing); Commensurability (mathematics); Data collection; Data science; Engineering ethics; Psychology; Social science; Social psychology; Engineering; Political science","score_opus":0.8368580626463253,"score_gpt":0.7289654430362514,"score_spread":0.1078926196100739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164924833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85039526,0.013750237,0.10996255,0.02089631,0.000073517964,0.0011766836,0.00017456483,0.0000355563,0.003535313],"genre_scores_gemma":[0.8690736,0.0052376855,0.12544903,0.00004441286,0.000037350703,0.000030468005,0.000016775652,0.000013539912,0.00009708129],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.93922335,0.056727547,0.00082869665,0.0004220202,0.0018728743,0.00092549063],"domain_scores_gemma":[0.902893,0.09545456,0.00029336356,0.0002119616,0.00070263416,0.00044448106],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2813606,0.000121054116,0.0005473637,0.0010195953,0.002285137,0.000073931056,0.00029595537,0.000114815135,0.000011707361],"category_scores_gemma":[0.013084009,0.000090306086,0.00009703714,0.0028801914,0.011024686,0.00030507927,0.00007758371,0.00080843334,1.5426959e-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":[0.000077488614,0.00008064929,0.002270276,0.00016664722,0.00017647666,4.3435946e-7,0.42546427,0.0000018942941,0.00015042056,0.5071329,0.00000909772,0.064469464],"study_design_scores_gemma":[0.00018904451,0.0005721924,0.044823416,0.000060470808,0.00002593391,2.006589e-7,0.8239792,0.0005010647,0.00014945155,0.12886581,0.0007432743,0.00008993958],"about_ca_topic_score_codex":0.0048746746,"about_ca_topic_score_gemma":0.0046358136,"teacher_disagreement_score":0.39851493,"about_ca_system_score_codex":0.00009090779,"about_ca_system_score_gemma":0.0005071017,"threshold_uncertainty_score":0.9990138},"labels":[],"label_agreement":null},{"id":"W2165449515","doi":"10.1177/0092055x0803600302","title":"Teaching Reflexivity in Qualitative Interviewing","year":2008,"lang":"en","type":"article","venue":"Teaching Sociology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Reflexivity; Qualitative research; Interview; Subjectivity; Sociology; Objectivity (philosophy); Educational research; Epistemology; Pedagogy; Engineering ethics; Social science","score_opus":0.5597235036533595,"score_gpt":0.654507700743452,"score_spread":0.09478419709009245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165449515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8842507,0.00039132542,0.011430178,0.01826455,0.00022472501,0.00018619964,0.0000034505442,0.00013119892,0.08511768],"genre_scores_gemma":[0.9756019,0.00014815401,0.021110376,0.0008335279,0.0002640856,0.000022445147,0.0000037882146,0.0000148932895,0.002000841],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94460386,0.05363069,0.0003695575,0.00034635322,0.0003633252,0.00068621815],"domain_scores_gemma":[0.9909616,0.008563805,0.00011823597,0.00016684589,0.00006334616,0.00012616803],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.055415206,0.00013385071,0.00036445205,0.00016855757,0.0018733366,0.000016726626,0.0003682932,0.00028090092,0.000074744734],"category_scores_gemma":[0.016267834,0.00012796446,0.00011262196,0.00010129002,0.002855275,0.00027801606,0.00011763851,0.0028360675,0.000050610688],"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":[0.0000076945225,0.00004080219,0.0012462452,0.000012648827,0.000009796954,0.000011345588,0.61514217,0.000001015528,0.00015090557,0.37712985,0.00022245584,0.006025103],"study_design_scores_gemma":[0.00039043094,0.00013614849,0.0029547391,0.00009343782,0.000004197042,0.0000036707986,0.5378146,0.00005624056,0.000009077123,0.41574895,0.04249141,0.00029707028],"about_ca_topic_score_codex":0.021369474,"about_ca_topic_score_gemma":0.0015723939,"teacher_disagreement_score":0.0913512,"about_ca_system_score_codex":0.00039699627,"about_ca_system_score_gemma":0.00029217772,"threshold_uncertainty_score":0.9998584},"labels":[],"label_agreement":null},{"id":"W2166049811","doi":"10.1177/160940690300200201","title":"‘Clear as Mud’: Toward Greater Clarity in Generic Qualitative Research","year":2003,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1259,"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":"Allegiance; CLARITY; Qualitative research; Set (abstract data type); Epistemology; Point (geometry); Management science; Computer science; Through-the-lens metering; Engineering ethics; Sociology; Lens (geology); Political science; Social science; Engineering; Law; Mathematics; Philosophy","score_opus":0.9270003372437863,"score_gpt":0.7999514188108208,"score_spread":0.1270489184329655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166049811","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34980574,0.0029072524,0.4246454,0.071353845,0.0040988913,0.0009520098,0.000061078885,0.000047448004,0.14612833],"genre_scores_gemma":[0.34823498,0.00083009026,0.64775383,0.0005804259,0.0004803192,0.000026322723,0.0000024254928,0.000036416794,0.0020551523],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7356787,0.25735995,0.0014984068,0.00044129483,0.0041460544,0.00087562576],"domain_scores_gemma":[0.9567568,0.035167877,0.0006638087,0.00021060192,0.006752039,0.0004489153],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.31475767,0.00022905208,0.0006174433,0.0013763206,0.00036077367,0.000256479,0.0011621331,0.000287791,0.0009544552],"category_scores_gemma":[0.10921848,0.00019925546,0.00032286847,0.0013946607,0.0026991337,0.00080565363,0.00012825296,0.0022904817,0.00007545212],"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":[0.0002625106,0.00013457463,0.00012403849,0.000012929874,0.00015516144,0.0000796032,0.5635123,0.0000083663745,0.0007036197,0.42777753,0.000418074,0.006811288],"study_design_scores_gemma":[0.0006152796,0.0003223069,0.00025621147,0.000088033405,0.0000065997638,0.000011827263,0.46212536,0.00001012835,0.0014181676,0.48271155,0.052275002,0.0001595222],"about_ca_topic_score_codex":0.0023905882,"about_ca_topic_score_gemma":0.00020747785,"teacher_disagreement_score":0.22310846,"about_ca_system_score_codex":0.0010946837,"about_ca_system_score_gemma":0.0017694467,"threshold_uncertainty_score":0.9999588},"labels":[],"label_agreement":null},{"id":"W2166352838","doi":"10.7202/039946ar","title":"Reflexivity of Discomfort in Insider-Outsider Educational Research","year":2010,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":80,"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":"Reflexivity; Insider; Sociology; Focus (optics); Gender studies; Position (finance); Pedagogy; Political science; Social science; Law","score_opus":0.8524771412770953,"score_gpt":0.6839248372933184,"score_spread":0.16855230398377685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166352838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88618344,0.00017974504,0.00023675487,0.026914598,0.0019328904,0.0002768339,0.000019422085,0.0000066609005,0.08424965],"genre_scores_gemma":[0.9375294,0.00036992232,0.059770916,0.0003056495,0.0004333768,0.000026549686,0.0000020315304,0.000011901444,0.0015502571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99342734,0.0036885405,0.00083247345,0.00028199132,0.0011494296,0.00062022626],"domain_scores_gemma":[0.99268085,0.004097013,0.000604638,0.00024881467,0.0019692841,0.00039941652],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.04310307,0.00012276188,0.0002727024,0.001147547,0.0018628053,0.00009453849,0.0008473858,0.00018242226,0.0005036708],"category_scores_gemma":[0.024899488,0.00011663661,0.00012252064,0.0022887997,0.0040381458,0.0010543405,0.00006486647,0.0011320842,0.000008688739],"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":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004426678,0.0011420443,0.018534278,0.00014449171,0.00001592126,0.0000016311636,0.049323026,0.00012820477,0.006456377,0.898115,0.0022852689,0.02380952],"study_design_scores_gemma":[0.00029115085,0.00033308848,0.05409241,0.00046868916,0.00001676583,0.00012206353,0.07517225,0.00013948757,0.0027867127,0.73380125,0.13247848,0.00029768812],"about_ca_topic_score_codex":0.003366226,"about_ca_topic_score_gemma":0.011062033,"teacher_disagreement_score":0.16431375,"about_ca_system_score_codex":0.0014603933,"about_ca_system_score_gemma":0.0072698025,"threshold_uncertainty_score":0.9994366},"labels":[],"label_agreement":null},{"id":"W2167269250","doi":"10.1177/1043659609357637","title":"Bringing Translation Out of the Shadows: Translation as an Issue of Methodological Significance in Cross-Cultural Qualitative Research","year":2010,"lang":"en","type":"article","venue":"Journal of Transcultural Nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":163,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Translation (biology); Qualitative research; Linguistics; Field (mathematics); Translation studies; Computer science; Component (thermodynamics); Process (computing); Sociology; Social science; Mathematics; Philosophy","score_opus":0.6898005413196842,"score_gpt":0.70672286774577,"score_spread":0.01692232642608582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167269250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774384,0.00037092433,0.004289717,0.013470906,0.00053763035,0.00036877356,0.000008211266,0.0000062427807,0.0035092272],"genre_scores_gemma":[0.946036,0.00011485495,0.053530354,0.000012256622,0.00022884336,0.0000025004751,0.0000010318207,0.000007651044,0.000066521745],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9830545,0.013836533,0.00090024085,0.000185081,0.0016258879,0.00039774412],"domain_scores_gemma":[0.99295396,0.0045838016,0.00040008762,0.00011937038,0.0017999462,0.00014281792],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.040538553,0.00011982648,0.0004178706,0.00017715318,0.0004271116,0.00009835758,0.0005189226,0.00024883726,0.000071908915],"category_scores_gemma":[0.0044393926,0.00007313375,0.00029661064,0.0007761161,0.0034461704,0.0012265589,0.0000045619868,0.0017477005,6.2068654e-7],"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":[0.00029019767,0.00010187005,0.00025323348,0.000045104938,0.0000165003,0.0000011275188,0.61590713,0.0000775726,0.3239128,0.008404874,0.0000062827085,0.05098331],"study_design_scores_gemma":[0.0019409923,0.0009176951,0.024084348,0.0013030415,0.000059912578,0.0000129071,0.754803,0.00047866435,0.07713388,0.13682999,0.0021018817,0.00033370964],"about_ca_topic_score_codex":0.0011716426,"about_ca_topic_score_gemma":0.0020117625,"teacher_disagreement_score":0.24677892,"about_ca_system_score_codex":0.00010849759,"about_ca_system_score_gemma":0.0002972198,"threshold_uncertainty_score":0.99926585},"labels":[],"label_agreement":null},{"id":"W2168976643","doi":"10.1177/1049732303262603","title":"Establishing Integrity and Avoiding Methodological Misunderstanding","year":2004,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Epistemology; Psychology; Qualitative research; Term (time); Engineering ethics; Sociology; Social science; Philosophy","score_opus":0.9724865032498442,"score_gpt":0.8011946658590307,"score_spread":0.17129183739081355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168976643","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.108468205,0.0036550078,0.4458651,0.4116823,0.00028312395,0.0015811229,0.00003418017,0.0001943067,0.028236631],"genre_scores_gemma":[0.72580403,0.004510525,0.2673837,0.0010523273,0.00037147297,0.00008616007,0.000006337186,0.00003135707,0.00075408584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.82888585,0.1647801,0.00062607526,0.00074077316,0.00292058,0.0020466305],"domain_scores_gemma":[0.8900923,0.107044764,0.00015640314,0.00024534416,0.0012485958,0.0012125889],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.40306836,0.00016331009,0.00047771021,0.00050463574,0.00621285,0.000484991,0.00041240128,0.00027556167,0.0000955798],"category_scores_gemma":[0.18683456,0.00014227554,0.00007477697,0.001674653,0.005097095,0.0006453746,0.00023858961,0.005247778,0.000029469316],"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":[0.000036083646,0.00003463204,0.000044451826,0.000120045646,0.000009710807,0.00000470882,0.4223592,9.3305596e-7,0.00007019208,0.5706334,0.00031486,0.006371759],"study_design_scores_gemma":[0.00024093551,0.00022941284,0.0001121131,0.00013742012,7.2656024e-7,6.800932e-7,0.49788013,0.000005806784,0.00003712561,0.49378765,0.0074769007,0.00009111523],"about_ca_topic_score_codex":0.029943008,"about_ca_topic_score_gemma":0.003808461,"teacher_disagreement_score":0.61733586,"about_ca_system_score_codex":0.0019111218,"about_ca_system_score_gemma":0.0033540735,"threshold_uncertainty_score":0.99761045},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2169943263","doi":"10.1177/1049732306289705","title":"Finding Common Ground in Team-Based Qualitative Research Using the Convergent Interviewing Method","year":2006,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":77,"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; McMaster University; University of Manitoba","funders":"","keywords":"Common ground; Interview; Multidisciplinary approach; Qualitative research; Process (computing); Management science; Engineering ethics; Multidisciplinary team; Discipline; Face (sociological concept); Grounded theory; Knowledge management; Epistemology; Sociology; Data science; Psychology; Computer science; Medicine; Social psychology; Social science; Engineering; Nursing","score_opus":0.9115874978622442,"score_gpt":0.7988321702724257,"score_spread":0.11275532758981854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169943263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36687353,0.011195399,0.22213726,0.33480006,0.0008930804,0.011825405,0.00026360224,0.00025610553,0.05175556],"genre_scores_gemma":[0.907136,0.00053536746,0.086879544,0.0011039071,0.0006482463,0.00073562306,0.000045818706,0.00011490503,0.0028005457],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.49428338,0.4909954,0.0018549396,0.0011656045,0.007550184,0.0041504647],"domain_scores_gemma":[0.8307435,0.16379113,0.00040237434,0.0007573627,0.003625713,0.00067991245],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.59208834,0.0003454672,0.00091799966,0.0019732085,0.0071448605,0.00054693106,0.0014760525,0.0003580911,0.00028665471],"category_scores_gemma":[0.0307789,0.00027758625,0.00022894239,0.007560316,0.00758821,0.0005461105,0.0004566163,0.006031809,0.00009709434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001314177,0.00023040024,0.00019395389,0.00035062458,0.000021669443,0.000009613717,0.62384135,0.0000809749,0.00020737248,0.36740893,0.003071336,0.004452363],"study_design_scores_gemma":[0.00060477917,0.00033154662,0.00044543823,0.0005633038,0.0000022797726,5.359956e-7,0.71964455,0.0027144125,0.00014714047,0.25157923,0.023727672,0.00023912838],"about_ca_topic_score_codex":0.31854197,"about_ca_topic_score_gemma":0.053969864,"teacher_disagreement_score":0.56130946,"about_ca_system_score_codex":0.0050504105,"about_ca_system_score_gemma":0.006471933,"threshold_uncertainty_score":0.99996763},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2170090877","doi":"10.1177/1049732305275882","title":"The Case for Integrating Grounded Theory and Participatory Action Research: Empowering Clients to Inform Professional Practice","year":2005,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":89,"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; Wilfrid Laurier University","funders":"","keywords":"Grounded theory; Participatory action research; Positivism; Constructivist grounded theory; Citizen journalism; Action research; Qualitative research; Action (physics); Sociology; Practice theory; Social constructivism; Engineering ethics; Epistemology; Pedagogy; Social science; Computer science","score_opus":0.8974334884743337,"score_gpt":0.8098464051624817,"score_spread":0.08758708331185194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170090877","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":[0.23144469,0.0023072243,0.026441889,0.7118061,0.0006853493,0.009090765,0.000078753044,0.00011865982,0.01802658],"genre_scores_gemma":[0.91313326,0.0017545613,0.062042166,0.0032093597,0.0012228808,0.0039883195,0.000010859141,0.00007336354,0.01456524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.8279039,0.16366243,0.00097436237,0.00069215393,0.0038783292,0.0028887691],"domain_scores_gemma":[0.79681075,0.19742155,0.00016758572,0.00027820372,0.004392203,0.00092969177],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.5269164,0.00014886966,0.00025601996,0.0004346252,0.017002296,0.0005274097,0.00039884858,0.0001712456,0.000033446515],"category_scores_gemma":[0.26126277,0.00010685594,0.000058142577,0.0016688531,0.00349143,0.0010013795,0.00032976593,0.002523974,0.000057403544],"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":[0.00055427215,0.00005730412,0.000003087241,0.00009228799,0.000015043013,0.000004232916,0.39866284,5.2444557e-7,0.000018588802,0.45999002,0.0031600858,0.13744172],"study_design_scores_gemma":[0.00020574812,0.0004944052,0.000031852982,0.000094169474,0.0000011328788,0.0000034701764,0.58669406,0.00007973759,0.000022436723,0.0861285,0.32617036,0.00007411578],"about_ca_topic_score_codex":0.0052940063,"about_ca_topic_score_gemma":0.018629089,"teacher_disagreement_score":0.7085967,"about_ca_system_score_codex":0.001495631,"about_ca_system_score_gemma":0.0033737167,"threshold_uncertainty_score":0.99977726},"labels":[],"label_agreement":null},{"id":"W2170104746","doi":"10.1177/174701611000600305","title":"Ethical Issues in Socio-Historical Archival Research: A Short Skit","year":2010,"lang":"en","type":"article","venue":"Research Ethics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"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; York University; Lakehead University","funders":"","keywords":"Sociology; Narrative; Qualitative research; Research ethics; Engineering ethics; Comparative historical research; Historical method; Ethical issues; Research method; Sociological research; Epistemology; Social science; History; Engineering; Literature","score_opus":0.8053528758101043,"score_gpt":0.7315629167550886,"score_spread":0.07378995905501573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170104746","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":[0.07060579,0.0004844806,0.00062143494,0.8107429,0.00072098454,0.0012137814,0.000015638458,0.00015466611,0.115440324],"genre_scores_gemma":[0.94991386,0.007391378,0.022063272,0.0007907356,0.0033055719,0.0003341878,0.000011154363,0.00010446157,0.016085366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.8693516,0.106741,0.0009118559,0.001356815,0.017170332,0.00446836],"domain_scores_gemma":[0.8874889,0.10508735,0.000047010395,0.0010096956,0.004854358,0.0015126808],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.41614753,0.00023770552,0.00052528444,0.0014364348,0.0040818397,0.000567189,0.0020923386,0.002915117,0.0005043337],"category_scores_gemma":[0.3110537,0.00022501961,0.00019856486,0.003662523,0.015187309,0.00031852958,0.0009090723,0.08332247,0.0004352304],"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":[0.00009386977,0.00024946456,0.0014101001,0.00010696448,0.000014979047,0.0001183278,0.19375907,8.68764e-7,0.003555873,0.77480966,0.013865644,0.012015193],"study_design_scores_gemma":[0.00016915309,0.00018317172,0.001523922,0.00008354111,0.0000014401037,0.0000015653912,0.023680322,0.00006271333,0.00018229673,0.4602822,0.51361406,0.00021561516],"about_ca_topic_score_codex":0.03876664,"about_ca_topic_score_gemma":0.047967143,"teacher_disagreement_score":0.8793081,"about_ca_system_score_codex":0.0017339651,"about_ca_system_score_gemma":0.008540538,"threshold_uncertainty_score":0.9983793},"labels":[],"label_agreement":null},{"id":"W2170381325","doi":"10.1177/160940690300200203","title":"The Participant as Transcriptionist: Methodological Advantages of a Collaborative and Inclusive Research Practice","year":2003,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Brock University","funders":"","keywords":"Participant observation; Fieldnotes; Interview; Psychology; Control (management); Computer science; Ethnography; Artificial intelligence; Sociology; Social science","score_opus":0.9176315682130359,"score_gpt":0.8106642218652457,"score_spread":0.10696734634779026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170381325","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028581176,0.018506128,0.7293439,0.17286494,0.0017911816,0.0008402468,0.000045706813,0.000015083724,0.048011616],"genre_scores_gemma":[0.1218984,0.010816198,0.86614174,0.0003043895,0.00018710039,0.000026005117,5.3246026e-7,0.000012687358,0.0006129466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.70227283,0.29292685,0.0011706146,0.00024153388,0.0029204965,0.00046766642],"domain_scores_gemma":[0.762338,0.22181185,0.0010202364,0.0001386598,0.014413521,0.0002777523],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.34501502,0.00012673516,0.00042717037,0.00027044132,0.0009803934,0.00020602027,0.00060966465,0.0001281185,0.000079812475],"category_scores_gemma":[0.39457408,0.00008207566,0.00014568742,0.00071664,0.0055511114,0.0005896153,0.0000897707,0.0010391169,0.0000026967791],"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":[0.0005140287,0.00008847757,0.000011853737,0.000006987247,0.00031401523,0.000019468254,0.3367044,0.0000039870047,0.0033649618,0.6411204,0.00012547526,0.01772597],"study_design_scores_gemma":[0.00028350373,0.00038987634,0.000031776028,0.000039734652,0.000022424461,0.000014999736,0.4514573,0.000003090814,0.0027624315,0.38663188,0.1583097,0.00005328776],"about_ca_topic_score_codex":0.000334995,"about_ca_topic_score_gemma":0.00008218559,"teacher_disagreement_score":0.25448847,"about_ca_system_score_codex":0.00021320523,"about_ca_system_score_gemma":0.0016288413,"threshold_uncertainty_score":0.9971552},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2170530889","doi":"10.1177/1363461506070796","title":"The McGill Illness Narrative Interview (MINI): An Interview Schedule to Elicit Meanings and Modes of Reasoning Related to Illness Experience","year":2006,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":333,"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 Institutes of Health Research; McGill University","keywords":"Narrative; Sociology of health and illness; Psychology; Attribution; Qualitative research; Perception; Social psychology; Health care; Developmental psychology; Psychotherapist; Sociology; Linguistics","score_opus":0.08829484239249571,"score_gpt":0.4577617853099199,"score_spread":0.3694669429174242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170530889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95917207,0.0015253157,0.0020667515,0.032819595,0.0004017655,0.0006578589,0.000033186094,0.00006571855,0.00325771],"genre_scores_gemma":[0.9879421,0.00032886514,0.010542123,0.0004068291,0.00007190007,0.00008684702,0.0000034516836,0.000017701996,0.0006002117],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952876,0.002714504,0.0005097915,0.00042516732,0.0005727111,0.0004902431],"domain_scores_gemma":[0.99866736,0.00030113634,0.000115377254,0.00023312417,0.00039909375,0.0002838886],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0049077286,0.00021118678,0.0003406642,0.000060989238,0.0016973296,0.00010125354,0.0005636142,0.00013460222,0.000050002225],"category_scores_gemma":[0.00039463807,0.00013563065,0.00013004302,0.00077204156,0.0008149751,0.00044560994,0.000052857795,0.00035051646,0.0000063283505],"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":[0.00007362465,0.00007707353,0.0002174632,0.0001204066,0.00004251801,5.7357744e-7,0.65170777,0.000033307533,0.0035263922,0.29955763,0.00022302892,0.04442021],"study_design_scores_gemma":[0.0004705084,0.00043051812,0.0029523873,0.0011198198,0.000029790213,0.000003341682,0.93098766,0.00011317619,0.0019526806,0.035275925,0.026074478,0.0005897369],"about_ca_topic_score_codex":0.0045147645,"about_ca_topic_score_gemma":0.017232403,"teacher_disagreement_score":0.27927986,"about_ca_system_score_codex":0.00005598794,"about_ca_system_score_gemma":0.00007509683,"threshold_uncertainty_score":0.9996023},"labels":[],"label_agreement":null},{"id":"W2170583860","doi":"10.1080/15348458.2011.585304","title":"The Politics of “Being and Becoming” a Researcher: Identity, Power, and Negotiating the Field","year":2011,"lang":"en","type":"article","venue":"Journal of Language Identity & Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Identity (music); Field (mathematics); Conceptualization; Power (physics); Ethnography; Politics; Negotiation; Critical discourse analysis; Gender studies; Context (archaeology); Media studies; Social science; Anthropology; Aesthetics; Ideology; Political science; Law; Linguistics","score_opus":0.1530408905253644,"score_gpt":0.5541526885451088,"score_spread":0.4011117980197444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170583860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98042035,0.004916821,0.0011347102,0.009783896,0.000321258,0.000099079894,8.45701e-7,0.00000218274,0.0033208802],"genre_scores_gemma":[0.9942549,0.0025036356,0.0021555414,0.00012783911,0.00024251427,0.0000012949365,1.1658605e-7,0.0000042101515,0.00070997624],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975415,0.0014308294,0.00026094945,0.000055228582,0.00054407475,0.0001674462],"domain_scores_gemma":[0.99615514,0.0028939857,0.00027433736,0.00009501198,0.00049015397,0.000091353875],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013593017,0.0000403355,0.000092371716,0.00007874039,0.000831035,0.00029099197,0.0002708417,0.000046497207,0.000029981089],"category_scores_gemma":[0.012729994,0.000025504163,0.000041048344,0.00017989207,0.00050057715,0.0007886579,0.00007073719,0.00035685446,5.198588e-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":[0.000012287439,0.000059883198,0.011760073,0.00004320562,0.000037954247,0.0000022806094,0.5113952,7.199011e-8,0.00039324455,0.46274692,0.0008052924,0.012743566],"study_design_scores_gemma":[0.00011871732,0.000120402685,0.043791927,0.00011248321,0.000028597095,0.000008846347,0.7269856,0.0000072511766,0.00026008493,0.22648479,0.0020231612,0.000058146252],"about_ca_topic_score_codex":0.019821823,"about_ca_topic_score_gemma":0.0052594594,"teacher_disagreement_score":0.23626214,"about_ca_system_score_codex":0.000043113145,"about_ca_system_score_gemma":0.0005449521,"threshold_uncertainty_score":0.9955862},"labels":[],"label_agreement":null},{"id":"W2171458749","doi":"10.1177/104973201129119280","title":"The Development of Qualitative Health Research: Taking Stock","year":2001,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Speculation; Perspective (graphical); Presentation (obstetrics); Sociology; Public relations; Nursing; Psychology; Social science; Medicine; Political science; Computer science; Business","score_opus":0.9715346396798313,"score_gpt":0.8232952938372382,"score_spread":0.14823934584259313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171458749","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09681683,0.02076984,0.04829748,0.730583,0.00072048977,0.009909531,0.00015315713,0.00024207539,0.09250756],"genre_scores_gemma":[0.76329654,0.022475982,0.17586154,0.0016748029,0.0011282166,0.0021949385,0.000067926725,0.0002304599,0.033069577],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.4591024,0.5114003,0.0035887074,0.0014908524,0.016950496,0.007467254],"domain_scores_gemma":[0.80996895,0.17550749,0.0011557773,0.00096708094,0.010372886,0.0020278308],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.64377826,0.00030180946,0.0008688251,0.0011490054,0.018359961,0.00033435336,0.0017102811,0.00026012713,0.00023262546],"category_scores_gemma":[0.10705008,0.00023140114,0.00016951442,0.0063313283,0.012873303,0.00042358506,0.0005471842,0.00437967,0.00021347494],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016608548,0.0001381674,0.000029769755,0.00022261428,0.000044883724,0.0000017721861,0.5773398,5.3634585e-7,0.00001893937,0.30992678,0.0071775825,0.104933016],"study_design_scores_gemma":[0.00028830685,0.0006578272,0.00035937064,0.00030594124,5.1969823e-7,3.3591886e-7,0.62946814,0.000014428719,0.00003353884,0.1073384,0.26139194,0.00014126684],"about_ca_topic_score_codex":0.02381901,"about_ca_topic_score_gemma":0.03944981,"teacher_disagreement_score":0.72890824,"about_ca_system_score_codex":0.0034119,"about_ca_system_score_gemma":0.02676527,"threshold_uncertainty_score":0.9979173},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":true,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2171593335","doi":"10.1177/104973200129118787","title":"Best Laid Plans: Examining Contradictions between Intent and Outcome in a Feminist, Collaborative Research Project","year":2000,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Toronto","funders":"","keywords":"Reflexivity; Transformative learning; Sociology; Context (archaeology); Politics; Qualitative research; Focus group; Process (computing); Feminism; Engineering ethics; Public relations; Political science; Social science; Gender studies; Pedagogy; Engineering","score_opus":0.9123473342801501,"score_gpt":0.7622560757689755,"score_spread":0.15009125851117466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171593335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6880836,0.0060575916,0.0006037539,0.12624449,0.00020882192,0.009959733,0.0015232128,0.00017117494,0.16714765],"genre_scores_gemma":[0.9636864,0.008949341,0.009164006,0.0004966204,0.0005745565,0.001533045,0.00005033059,0.000073001465,0.0154727185],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8638264,0.12723789,0.001220066,0.00096359826,0.004000863,0.0027511928],"domain_scores_gemma":[0.92976266,0.06646718,0.00013679074,0.00038192733,0.0022817252,0.0009696827],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.22985889,0.00024000526,0.0007712544,0.0015369714,0.0040811202,0.00038345973,0.0005853009,0.00032723896,0.00028444946],"category_scores_gemma":[0.028803414,0.00022441363,0.000052504172,0.005908555,0.00817586,0.00041586926,0.00016447497,0.004331377,0.00016937443],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002179164,0.00020389468,0.01681569,0.00025401363,0.00003857173,0.00002019731,0.8296918,5.596307e-7,0.000008877547,0.10386995,0.002500064,0.046378408],"study_design_scores_gemma":[0.0007951044,0.0015744304,0.006551652,0.00041910989,0.0000021126468,6.3459476e-7,0.79938006,0.000020449183,0.0000052983182,0.022981016,0.16806835,0.00020178121],"about_ca_topic_score_codex":0.06135289,"about_ca_topic_score_gemma":0.020254068,"teacher_disagreement_score":0.2756028,"about_ca_system_score_codex":0.0015705756,"about_ca_system_score_gemma":0.0067841196,"threshold_uncertainty_score":0.9988465},"labels":[],"label_agreement":null},{"id":"W2182723082","doi":"10.29173/irie244","title":"“Social Information Science” – as a concept for assimilating SmartInternet Usage in a Multi-Cultural Society : The Case of Israel","year":2004,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Empowerment; Mediation; Public relations; Knowledge management; Sociology; Internet privacy; Business; Computer science; Political science; World Wide Web; Social science","score_opus":0.28689930256812457,"score_gpt":0.5841326464181956,"score_spread":0.29723334385007105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182723082","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":[0.09971442,0.002551499,0.23811111,0.5957365,0.0013358383,0.006815526,0.00052558834,0.0000863026,0.05512323],"genre_scores_gemma":[0.9625901,0.0064225295,0.018683651,0.011922497,0.00011219996,0.00013824961,0.000057116988,0.0000056335466,0.0000679947],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9970363,0.0005385043,0.00092749303,0.00006872267,0.0012119196,0.00021707502],"domain_scores_gemma":[0.99345356,0.0025574276,0.000840943,0.000116138275,0.002990722,0.00004120637],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03295907,0.00008819485,0.00018104614,0.00008564149,0.00073187373,0.00013665458,0.0007226069,0.000108656575,0.000025674733],"category_scores_gemma":[0.036747538,0.000052908752,0.00018018657,0.00061812316,0.0023170654,0.002789603,0.00012377158,0.0006126878,0.0000068339573],"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":[0.000013013989,0.000015870351,0.000013123136,0.00062349235,0.000018445819,1.7962262e-7,0.2916927,0.000112979804,0.000022980237,0.692644,0.0002104597,0.01463273],"study_design_scores_gemma":[0.003202462,0.00022376672,0.00093832734,0.007902001,0.000070482165,0.00005031522,0.68247783,0.013358651,0.0017734856,0.069843784,0.21966875,0.00049012294],"about_ca_topic_score_codex":0.004068835,"about_ca_topic_score_gemma":0.0006617837,"teacher_disagreement_score":0.8628757,"about_ca_system_score_codex":0.0003002985,"about_ca_system_score_gemma":0.0014733832,"threshold_uncertainty_score":0.9957721},"labels":[],"label_agreement":null},{"id":"W2197446547","doi":"10.3138/tric.36.1.131","title":"Perception is Participation","year":2015,"lang":"en","type":"article","venue":"Theatre Research in Canada","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sympathy; Empathy; Event (particle physics); Perspective (graphical); Subject (documents); Perception; Extension (predicate logic); Vulnerability (computing); Psychology; Cognitive science; Aesthetics; Cognitive psychology; Linguistics; Social psychology; Computer science; Visual arts; Art; Philosophy","score_opus":0.6755739901325787,"score_gpt":0.6381937387567713,"score_spread":0.03738025137580736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2197446547","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":[0.3487141,0.0002477846,0.0001945377,0.09011621,0.00021700641,0.00047054593,0.000016959924,0.000020017953,0.5600028],"genre_scores_gemma":[0.9984674,0.00019846951,0.0005143541,0.00017809529,0.00016014559,0.000035640467,0.0000022331344,0.000006743152,0.00043694483],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99037427,0.006371723,0.00014895927,0.00017285238,0.0022268067,0.0007054203],"domain_scores_gemma":[0.9975607,0.0014230851,0.000015917269,0.00015958947,0.0003562218,0.0004844859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023074238,0.000049629358,0.000097940145,0.00013349386,0.00028104332,0.0000544759,0.00023092605,0.00005701795,0.00029800303],"category_scores_gemma":[0.0005470877,0.000045505938,0.000015251989,0.00081330794,0.00044698568,0.00015212726,0.00004937972,0.00051169016,0.00005358353],"study_design_candidate":"design_other","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":[0.00006802414,0.00004749242,0.027800161,0.000030868396,0.000008663118,0.00003895331,0.06957941,0.000032927117,0.00009138493,0.011814787,0.041069478,0.84941787],"study_design_scores_gemma":[0.00036278227,0.00009389932,0.004154423,0.000055865843,0.0000014741133,2.9354527e-7,0.28015938,0.0006991281,0.00007022058,0.109467834,0.6047784,0.00015628492],"about_ca_topic_score_codex":0.99798006,"about_ca_topic_score_gemma":0.9977401,"teacher_disagreement_score":0.8492616,"about_ca_system_score_codex":0.0035307498,"about_ca_system_score_gemma":0.014456827,"threshold_uncertainty_score":0.9911303},"labels":[],"label_agreement":null},{"id":"W2198997490","doi":"10.18438/b8k595","title":"Evidence, Local Context, and the Hierarchy","year":2015,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Context (archaeology); Computer science; Hierarchy; Information retrieval; Data science; History; Political science; Archaeology","score_opus":0.17814792635647925,"score_gpt":0.4605813103096837,"score_spread":0.28243338395320444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2198997490","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":[0.0010493301,0.010884113,0.05059652,0.90018165,0.00015683842,0.0005531706,0.000004138255,0.00008098015,0.036493268],"genre_scores_gemma":[0.7009964,0.048362203,0.021785192,0.22682707,0.000321256,0.00009917824,0.000007858616,0.000011701147,0.0015891443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99252707,0.0061934376,0.0002872769,0.00010919948,0.00067490607,0.00020810484],"domain_scores_gemma":[0.9681228,0.031015249,0.0001981595,0.0001481876,0.00022346736,0.0002921363],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.017465709,0.0000835593,0.00012524969,0.000089216934,0.0006163072,0.0008057052,0.00021608973,0.000085565815,0.00010001408],"category_scores_gemma":[0.052309923,0.000055586417,0.000026535672,0.00042183243,0.002383914,0.18726075,0.00010922029,0.00040001766,0.000042045434],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008348514,0.000005968716,0.00010948671,0.000033802793,0.000006591021,0.0000011386664,0.0154306395,0.00000764288,4.4984134e-7,0.89000547,0.00398631,0.089577645],"study_design_scores_gemma":[0.0005497465,0.000106220774,0.000256535,0.00026681388,0.000013787244,0.000003344824,0.061321042,0.0020175108,0.000029623252,0.011607615,0.9237362,0.00009156505],"about_ca_topic_score_codex":0.00035705004,"about_ca_topic_score_gemma":0.0000018527743,"teacher_disagreement_score":0.91974986,"about_ca_system_score_codex":0.000018339493,"about_ca_system_score_gemma":0.000986379,"threshold_uncertainty_score":0.95567286},"labels":[],"label_agreement":null},{"id":"W2201160410","doi":"10.1525/irqr.2008.1.1.33","title":"Revisiting Mianscum's ‘telling what you know’ in Indigenous Qualitative Research","year":2008,"lang":"en","type":"article","venue":"International Review of Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Okanagan College; Bishop's University","funders":"","keywords":"Indigenous; Contemplation; Context (archaeology); Honesty; Truth telling; Deliberation; Sociology; Inclusion (mineral); Qualitative research; Environmental ethics; Psychology; History; Law; Social psychology; Epistemology; Political science; Philosophy; Social science; Psychoanalysis; Archaeology","score_opus":0.777751517344134,"score_gpt":0.7548947904301995,"score_spread":0.022856726913934478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2201160410","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":[0.13253117,0.55617005,0.0037579364,0.18662657,0.0008954766,0.0060036243,0.00015069019,0.000103778235,0.113760725],"genre_scores_gemma":[0.09921985,0.88109964,0.012049029,0.00038391328,0.0006460699,0.00041868497,0.00005985925,0.000060236238,0.006062696],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.83603805,0.14710629,0.0021786771,0.001068928,0.011561428,0.0020466088],"domain_scores_gemma":[0.9085737,0.07877229,0.00046939572,0.0005728865,0.011118105,0.0004936635],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.3255385,0.0002764854,0.0009220379,0.0018894697,0.0015209431,0.00022896695,0.0019050698,0.00026978666,0.0007139471],"category_scores_gemma":[0.13604276,0.00026073496,0.00032297283,0.004677149,0.0073307147,0.0016611035,0.00042758355,0.0033134914,0.00033463415],"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":[0.00008884943,0.00020945344,0.00014160597,0.0022613131,0.0000946228,0.000072113435,0.7669931,0.000001252513,0.00022464994,0.15369655,0.001347301,0.07486918],"study_design_scores_gemma":[0.0004316898,0.00024227209,0.00018895742,0.030049993,0.0000048990314,0.000005155778,0.7328498,0.000018834033,0.00034239487,0.09446148,0.1410716,0.00033296034],"about_ca_topic_score_codex":0.008127459,"about_ca_topic_score_gemma":0.00040283374,"teacher_disagreement_score":0.32492962,"about_ca_system_score_codex":0.0015090315,"about_ca_system_score_gemma":0.0030647274,"threshold_uncertainty_score":0.9999845},"labels":[],"label_agreement":null},{"id":"W2204276469","doi":"","title":"Demarginalizing voices : commitment, emotion, and action in qualitative research","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Prison; Reflexivity; Postmodernism; Psychoanalysis; Identity (music); Action (physics); Gender studies; Criminology; Media studies; Psychology; Aesthetics; Social science; Art; Epistemology; Philosophy","score_opus":0.6506920940166592,"score_gpt":0.6138897822058973,"score_spread":0.03680231181076188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2204276469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9486428,0.0013547577,0.00038638545,0.043168698,0.001434408,0.00021833864,0.0000048831585,0.000002984849,0.004786745],"genre_scores_gemma":[0.9947504,0.0002485586,0.0029026896,0.00017568629,0.0005624228,0.000019768573,0.0000074541053,0.000010811185,0.0013222485],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99223524,0.0063989684,0.00037544817,0.00015592885,0.00022656168,0.00060786674],"domain_scores_gemma":[0.99376184,0.001253615,0.000243275,0.000121730925,0.0027311328,0.0018884303],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.038275216,0.00007941096,0.00016274746,0.0012086635,0.000513663,0.00017062722,0.00021786688,0.00012217513,0.000046193632],"category_scores_gemma":[0.020666473,0.000090673275,0.000029417924,0.0010104516,0.0005479263,0.00061070645,0.000006539093,0.00057167135,0.000005049346],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000008379911,0.00002860377,0.0051985183,0.00004087712,0.0000090479425,0.000004193423,0.8936274,0.000010031841,0.000023485403,0.08354925,0.006190454,0.011309728],"study_design_scores_gemma":[0.00012638357,0.00007755211,0.009104211,0.0001730962,0.000005918539,0.000018113167,0.7754272,0.000015287285,0.000009276435,0.095802404,0.1191622,0.00007831963],"about_ca_topic_score_codex":0.41608706,"about_ca_topic_score_gemma":0.9368859,"teacher_disagreement_score":0.5207988,"about_ca_system_score_codex":0.0073108277,"about_ca_system_score_gemma":0.028244283,"threshold_uncertainty_score":0.99649996},"labels":[],"label_agreement":null},{"id":"W2210751398","doi":"10.1590/1413-81232015209.06762015","title":"The ethics in qualitative health research: special considerations","year":2015,"lang":"en","type":"article","venue":"Ciência & Saúde Coletiva","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":30,"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":"Qualitative research; Research ethics; MEDLINE; Engineering ethics; Medicine; Psychology; Sociology; Political science; Social science; Engineering","score_opus":0.871490030284434,"score_gpt":0.6971817565474258,"score_spread":0.1743082737370082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2210751398","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":[0.0054743756,0.0016316336,0.0015866908,0.7392278,0.0008815721,0.00139831,0.000035654473,0.00006505659,0.24969895],"genre_scores_gemma":[0.92820835,0.005944314,0.025003236,0.010767247,0.009202162,0.00064912206,0.00002365104,0.00010429355,0.020097595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.92082566,0.07424058,0.0005578355,0.0003807111,0.0027889716,0.0012062398],"domain_scores_gemma":[0.9364437,0.059912138,0.000146765,0.00035216496,0.002439894,0.00070536206],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.17594463,0.00012819223,0.00027967044,0.00020494242,0.0038158738,0.0003650954,0.00042400227,0.00026289263,0.00013415277],"category_scores_gemma":[0.17631495,0.000102296646,0.00006795094,0.0012790794,0.0052418206,0.00021411122,0.00015553109,0.0029816374,0.00019816982],"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":[0.000024486495,0.00003328896,0.000054737797,0.000006224443,0.000005226706,0.0000054677685,0.3967656,0.0000020786724,0.000004886981,0.54286754,0.057544716,0.0026857776],"study_design_scores_gemma":[0.00017626575,0.000080032674,0.00024159078,0.00003527785,5.306841e-7,2.4760016e-7,0.27146837,0.000006387314,0.000009329988,0.35442272,0.37349266,0.00006658557],"about_ca_topic_score_codex":0.0075158756,"about_ca_topic_score_gemma":0.08647674,"teacher_disagreement_score":0.922734,"about_ca_system_score_codex":0.001157812,"about_ca_system_score_gemma":0.012436074,"threshold_uncertainty_score":0.99931854},"labels":[],"label_agreement":null},{"id":"W2211549536","doi":"","title":"“ethical pickles”: How Canadian HIV CBPR researchers navigate tricky terrain","year":2013,"lang":"en","type":"article","venue":"141st APHA Annual Meeting and Exposition (November 2 - November 6, 2013)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Human immunodeficiency virus (HIV); Terrain; Internet privacy; Sociology; Engineering ethics; Environmental health; Public relations; Geography; Computer science; Medicine; Virology; Political science; Engineering; Cartography","score_opus":0.07768276982350752,"score_gpt":0.4095717620492323,"score_spread":0.33188899222572477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2211549536","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":[0.399731,0.001172747,0.0010700732,0.4155459,0.0007878283,0.0019481492,0.00043726736,0.00036605206,0.17894098],"genre_scores_gemma":[0.9581628,0.00053005206,0.008486058,0.0045229066,0.0010786775,0.00025213877,0.00013020987,0.000097961754,0.026739212],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905817,0.004364223,0.00054066663,0.00086005044,0.0015779794,0.0020754177],"domain_scores_gemma":[0.9941446,0.0020142125,0.00019852772,0.00040802723,0.0011902213,0.0020443653],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01193606,0.00041967552,0.0005082047,0.00042729388,0.0023330112,0.0010101902,0.0005232615,0.0009663076,0.0011053156],"category_scores_gemma":[0.0035751292,0.00039448796,0.000189557,0.0009244354,0.0025479624,0.0010661337,0.00019506722,0.002231619,0.0005806976],"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":[0.0001581916,0.00035847048,0.007875346,0.00029009738,0.0002934186,0.00012067647,0.23614255,0.00001944911,0.0038611407,0.08633094,0.6271524,0.03739734],"study_design_scores_gemma":[0.0021883112,0.00056075264,0.0045548542,0.0007218035,0.00006629183,0.000026533107,0.1577371,0.00076890585,0.0006147704,0.033967044,0.7970259,0.0017676979],"about_ca_topic_score_codex":0.4516641,"about_ca_topic_score_gemma":0.15232985,"teacher_disagreement_score":0.5584318,"about_ca_system_score_codex":0.00044794587,"about_ca_system_score_gemma":0.0010262236,"threshold_uncertainty_score":0.9998507},"labels":[],"label_agreement":null},{"id":"W2223270256","doi":"10.33524/cjar.v16i3.229","title":"van den Hoonaard, D. (2012). Qualitative Research in Action: A Canadian Primer. Oxford University Press. ISBN-10: 0199009473","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"The Wilson Centre","funders":"","keywords":"Symbolic interactionism; Qualitative research; Sociology; Action research; Perspective (graphical); Context (archaeology); Social constructivism; Action (physics); Epistemology; Interactionism; Social research; Social science; Pedagogy; Computer science; Philosophy","score_opus":0.7818601642680639,"score_gpt":0.6422484567189451,"score_spread":0.13961170754911878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2223270256","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":[0.13636279,0.002651547,0.00031689054,0.4549046,0.0012485008,0.001884952,0.00012724829,0.000025175663,0.4024783],"genre_scores_gemma":[0.8982882,0.001789103,0.001110338,0.00016913391,0.0011944448,0.000012209178,0.000006127743,0.00004204732,0.0973884],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9558035,0.038729586,0.0003909455,0.00027141155,0.0031062607,0.0016983013],"domain_scores_gemma":[0.9842407,0.0051477794,0.00016121278,0.0003553946,0.006391083,0.0037038417],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.12537223,0.0001355797,0.00028119932,0.002393885,0.0034255886,0.00045242292,0.0013504967,0.00032017796,0.0007752142],"category_scores_gemma":[0.012028811,0.00011698294,0.0001089789,0.0029220048,0.0037735049,0.0010706865,0.000072650815,0.0041860733,0.000088863875],"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":[0.00084076554,0.000088794186,0.0012483737,0.00006742049,0.00019371077,0.00076690945,0.37498268,0.00017176448,0.00006464415,0.20523052,0.38573128,0.030613137],"study_design_scores_gemma":[0.00034597,0.00022533718,0.00073083263,0.000055010405,0.0000050738618,0.000010165045,0.2543892,0.000018560142,0.000036480837,0.021483004,0.72260183,0.000098524084],"about_ca_topic_score_codex":0.9580053,"about_ca_topic_score_gemma":0.9928911,"teacher_disagreement_score":0.7619254,"about_ca_system_score_codex":0.00870653,"about_ca_system_score_gemma":0.052223437,"threshold_uncertainty_score":0.99893767},"labels":[],"label_agreement":null},{"id":"W2226065040","doi":"10.1177/0263775815598156","title":"Anxiety and phantasy in the field: The position of the unconscious in ethnographic research","year":2015,"lang":"en","type":"article","venue":"Environment and Planning D Society and Space","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":26,"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":"Unconscious mind; Psychoanalytic theory; Reflexivity; Sociology; Ethnography; Psychoanalysis; Epistemology; Field (mathematics); Psychology; Social science; Anthropology; Philosophy","score_opus":0.19854584416426085,"score_gpt":0.48399801699603895,"score_spread":0.2854521728317781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226065040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94306666,0.003306766,0.00006960145,0.052016664,0.00002119112,0.00020882716,0.0000020629163,0.0000017599137,0.0013064677],"genre_scores_gemma":[0.9927207,0.0064556226,0.00027378302,0.00039476634,0.00003361932,0.000008646781,5.230573e-7,0.000001910749,0.00011037727],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968364,0.002382007,0.000077640885,0.00011051976,0.00041103328,0.00018234873],"domain_scores_gemma":[0.9972871,0.0025517314,0.000026573942,0.00008323594,0.000011427018,0.000039920353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015234973,0.00004629647,0.00007005952,0.000017827815,0.0005266749,0.00004459126,0.00011313659,0.000092950395,0.000002364777],"category_scores_gemma":[0.00038887505,0.00002433895,0.000024274575,0.00020650522,0.0014441479,0.000059501857,0.000074456955,0.0005401387,1.8067996e-7],"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":[0.000021115142,0.000025542307,0.2655873,0.00001776941,0.000008562091,0.0000012058392,0.7219721,0.00002024249,0.00012318783,0.00763321,0.0024905906,0.002099185],"study_design_scores_gemma":[0.0004934069,0.00012482022,0.1468358,0.00010138635,0.000007670168,0.0000016292485,0.78579855,0.00032107104,0.00007692793,0.03298553,0.033152543,0.00010063104],"about_ca_topic_score_codex":0.0015509655,"about_ca_topic_score_gemma":0.0004989931,"teacher_disagreement_score":0.11875148,"about_ca_system_score_codex":0.000018471314,"about_ca_system_score_gemma":0.00003611827,"threshold_uncertainty_score":0.53210235},"labels":[],"label_agreement":null},{"id":"W2230191462","doi":"","title":"Ruthellen Josselson. Interviewing for Qualitative Inquiry: A Relational Approach.","year":2015,"lang":"en","type":"article","venue":"Narrative Works","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Interview; Qualitative research; Psychology; Sociology; Social science; Anthropology","score_opus":0.7013843160083701,"score_gpt":0.611490396377463,"score_spread":0.0898939196309071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2230191462","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064508393,0.0017836802,0.9044736,0.016864644,0.0005728969,0.0011227458,0.000022608903,0.000101181824,0.068607785],"genre_scores_gemma":[0.62021893,0.00016502946,0.36521935,0.00071791775,0.0018444047,0.0007586065,0.00008647257,0.000060115155,0.010929166],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99046135,0.0075440533,0.00033249424,0.00035565117,0.0008289074,0.00047756164],"domain_scores_gemma":[0.9933039,0.0048813527,0.00016963149,0.00014832111,0.0011677088,0.00032906275],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.025910508,0.00015678634,0.00029703273,0.0001213892,0.000877374,0.00013555613,0.0002901843,0.00025988472,0.000085564716],"category_scores_gemma":[0.010683589,0.00013721484,0.00014333002,0.0005654398,0.0014508017,0.00057075685,0.00006714271,0.0005684539,0.00002796213],"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":[0.000072089366,0.000041649848,0.000019005622,0.000012725789,0.000039429855,3.402634e-7,0.66333693,0.000036370948,0.0000058358723,0.32554972,0.0069517414,0.003934167],"study_design_scores_gemma":[0.000513441,0.00011838132,0.000014998257,0.00008734188,0.000007266339,2.1143673e-7,0.799602,0.00043031177,0.0000117361415,0.14157122,0.057479266,0.00016388118],"about_ca_topic_score_codex":0.00019890713,"about_ca_topic_score_gemma":0.00010055393,"teacher_disagreement_score":0.6137681,"about_ca_system_score_codex":0.00031602092,"about_ca_system_score_gemma":0.00072765915,"threshold_uncertainty_score":0.99764985},"labels":[],"label_agreement":null},{"id":"W2235756298","doi":"10.1080/019131200750060104","title":"Comments on the Case","year":2000,"lang":"en","type":"article","venue":"Ultrastructural Pathology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"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; University of Ottawa","funders":"","keywords":"Medicine","score_opus":0.1490679125041224,"score_gpt":0.48553153885818023,"score_spread":0.3364636263540578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2235756298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91429484,0.000016773056,0.000040276285,0.030333033,0.0001388198,0.00014873824,0.0000147172395,0.00002888241,0.05498392],"genre_scores_gemma":[0.9939018,0.00006553571,0.0011955196,0.0027436595,0.00015571996,0.0000094029765,0.0000020408404,0.000005449145,0.0019208727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99536645,0.0038181965,0.00011277261,0.00015448095,0.00019490511,0.00035321523],"domain_scores_gemma":[0.99735856,0.002323512,0.000025728348,0.00015315277,0.000047870388,0.00009116434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025419823,0.000074384545,0.00009707346,0.000023824903,0.0009591056,0.000040621973,0.00020305954,0.00009088683,0.005934541],"category_scores_gemma":[0.0010777517,0.000044128195,0.000044986275,0.00014642449,0.0013768994,0.000055057313,0.000011642806,0.00038447118,0.0002099381],"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":[0.000053038533,0.000025008463,0.00052475027,0.0000046489317,0.000017591708,0.0018824679,0.055245977,0.000008641934,0.0007739408,0.5206457,0.0049027703,0.4159155],"study_design_scores_gemma":[0.0008618686,0.00061750005,0.017250258,0.000027867442,0.000020988015,0.0020784612,0.07531496,0.0000618709,0.0008982453,0.5735514,0.3287391,0.0005774578],"about_ca_topic_score_codex":0.0007892999,"about_ca_topic_score_gemma":0.00041614549,"teacher_disagreement_score":0.41533804,"about_ca_system_score_codex":0.00003694346,"about_ca_system_score_gemma":0.000041255586,"threshold_uncertainty_score":0.9949742},"labels":[],"label_agreement":null},{"id":"W2238150067","doi":"","title":"What is Critical Social Research? Volume 1","year":2014,"lang":"en","type":"article","venue":"Alternate routes","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Volume (thermodynamics); Sociology; Physics; Thermodynamics","score_opus":0.3591240673394664,"score_gpt":0.6103116170356586,"score_spread":0.2511875496961922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2238150067","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":[0.083017066,0.0014192784,0.0094702,0.649344,0.0022187547,0.00045589753,0.00002431184,0.00023837766,0.25381207],"genre_scores_gemma":[0.9712693,0.0016951455,0.0036615313,0.001736201,0.0025797787,0.000028760338,0.0000024773383,0.000026007609,0.019000812],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99066913,0.0064330082,0.00019034163,0.00032018698,0.0015187981,0.00086850784],"domain_scores_gemma":[0.99379563,0.005005677,0.0000307989,0.00017826869,0.00071700476,0.00027262568],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.020786162,0.00009421366,0.00017755094,0.0001132067,0.0016839087,0.0008638976,0.0005354725,0.00015262234,0.00077979674],"category_scores_gemma":[0.008634131,0.000087949564,0.000094210496,0.00033094376,0.0026878354,0.0008400535,0.00016160149,0.0006705065,0.0008493616],"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":[0.000010784082,0.000036478767,0.00058766647,0.000021983064,0.000014840248,0.0000060308166,0.048625052,1.1178036e-7,0.00012241154,0.8808887,0.013042286,0.056643676],"study_design_scores_gemma":[0.000113492984,0.00007158373,0.00042484628,0.000040678562,0.0000036173012,3.955805e-7,0.022343265,0.00023214077,0.0002074064,0.45656034,0.5198708,0.00013143092],"about_ca_topic_score_codex":0.003719775,"about_ca_topic_score_gemma":0.0003762365,"teacher_disagreement_score":0.8882522,"about_ca_system_score_codex":0.000102178805,"about_ca_system_score_gemma":0.00016889181,"threshold_uncertainty_score":0.9999286},"labels":[],"label_agreement":null},{"id":"W2249785010","doi":"10.1177/1049732315605272","title":"Balancing Methodological Rigor and the Needs of Research Participants","year":2015,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":19,"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":"Hong Kong Baptist University","keywords":"Rigour; Perspective (graphical); Psychology; Research design; Engineering ethics; Limiting; Sociology; Epistemology; Social science","score_opus":0.978938657179903,"score_gpt":0.8236902541449121,"score_spread":0.15524840303499088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249785010","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":[0.31406128,0.012864931,0.013932295,0.5841971,0.00039079625,0.0049673654,0.00006251307,0.000108949826,0.06941479],"genre_scores_gemma":[0.9426423,0.0034739543,0.04871309,0.00060790364,0.0004148927,0.00040432467,0.0000035681499,0.00002990015,0.0037100988],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.5220754,0.4665764,0.0010285985,0.00047579754,0.006959183,0.0028846299],"domain_scores_gemma":[0.77163935,0.21977651,0.00022308061,0.00051275233,0.0061923047,0.001656041],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.7346264,0.00013358459,0.0006857138,0.00070186285,0.0025448338,0.00014885658,0.0006968121,0.00021058753,0.000075995995],"category_scores_gemma":[0.2977721,0.0000833045,0.000080701546,0.003871568,0.024803348,0.00021862681,0.0004655938,0.0026902647,0.000052784242],"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":[0.0003634347,0.000040922216,0.0000860307,0.00010432645,0.000016250542,0.0000012149193,0.49101576,4.6455608e-7,0.000019894704,0.50098896,0.0028692558,0.004493485],"study_design_scores_gemma":[0.0007797398,0.0004055549,0.0001603689,0.000080123646,0.0000013921472,3.3273142e-7,0.61758995,0.00006134398,0.000035322562,0.35568923,0.02513854,0.00005812526],"about_ca_topic_score_codex":0.02779851,"about_ca_topic_score_gemma":0.0017866081,"teacher_disagreement_score":0.628581,"about_ca_system_score_codex":0.0004980558,"about_ca_system_score_gemma":0.0048337746,"threshold_uncertainty_score":0.99961054},"labels":[],"label_agreement":null},{"id":"W2254810118","doi":"10.2139/ssrn.2685945","title":"Grounded Theory in Canadian Social Work Dissertations: Preliminary Findings","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Wilfrid Laurier University","funders":"","keywords":"Grounded theory; Work (physics); Sociology; Political science; Social science; Qualitative research; Engineering","score_opus":0.11072235331660195,"score_gpt":0.47097123323529255,"score_spread":0.3602488799186906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254810118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8719415,0.0035939293,0.004373791,0.058630195,0.0004274639,0.00039064296,0.0000032297557,0.00003984129,0.06059941],"genre_scores_gemma":[0.9938351,0.0005323887,0.00031962252,0.00011710675,0.00026366176,0.00001061548,0.0000022510653,0.0000126527675,0.0049066143],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9932232,0.0031441755,0.00020640268,0.00013372341,0.00052843965,0.0027640583],"domain_scores_gemma":[0.9986008,0.0006546424,0.000056453508,0.00005527733,0.00020445988,0.00042839436],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.039146088,0.00008686025,0.0001310872,0.0002464005,0.0012047696,0.00013271136,0.00032323875,0.00014542912,0.000046623387],"category_scores_gemma":[0.003734932,0.00008238948,0.00006448946,0.00083371927,0.00035031914,0.00031734994,0.000014709192,0.0022043232,0.00003325681],"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":[0.00008943661,0.000025022606,0.0049474635,0.0000014851229,0.000021425416,0.0000062098884,0.06478709,0.0000014111896,0.0000018714146,0.9169913,0.00013361906,0.012993694],"study_design_scores_gemma":[0.00026007098,0.000097854114,0.0048100534,0.00001331149,0.0000045997012,0.000004030878,0.19675145,0.0000026664895,9.3646673e-7,0.79246426,0.005500404,0.00009037904],"about_ca_topic_score_codex":0.14722472,"about_ca_topic_score_gemma":0.85569537,"teacher_disagreement_score":0.70847064,"about_ca_system_score_codex":0.004205634,"about_ca_system_score_gemma":0.020596063,"threshold_uncertainty_score":0.99961704},"labels":[],"label_agreement":null},{"id":"W2257155792","doi":"10.1177/1609406915621421","title":"The Encounters and Challenges of Ethnography as a Methodology in Health Research","year":2015,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":98,"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":"Ethnography; Sociology; Context (archaeology); Perspective (graphical); Field (mathematics); Focus (optics); Qualitative research; Social science; Anthropology; History; Computer science","score_opus":0.9797569955796768,"score_gpt":0.821705810052443,"score_spread":0.15805118552723374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257155792","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035616152,0.099331565,0.22154693,0.62168056,0.0024158636,0.00056902017,0.000015779875,0.000012023888,0.018812086],"genre_scores_gemma":[0.06202895,0.057289887,0.87977874,0.00035235035,0.0003159304,0.000015600493,3.9258757e-7,0.000015299456,0.00020286358],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.70911145,0.28562602,0.0014105373,0.00023758794,0.0030529322,0.000561481],"domain_scores_gemma":[0.9021977,0.09187794,0.0007349242,0.00011256059,0.004776552,0.00030032368],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.50688493,0.0000927787,0.0004036531,0.0008193992,0.00021483001,0.00006497859,0.000773326,0.00010609432,0.000009808528],"category_scores_gemma":[0.122059844,0.000064270156,0.00011492289,0.0005776922,0.003963251,0.00026841092,0.00012941532,0.0009811579,0.0000010984462],"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":[0.00021505963,0.00003444318,0.00005310013,0.000015478985,0.00008389169,0.0000049227756,0.43621042,0.0000023094801,0.00007582234,0.43459052,0.0001215931,0.12859243],"study_design_scores_gemma":[0.00030519016,0.0003986596,0.00020351674,0.00009612103,0.0000014658701,0.0000049115097,0.47817108,0.0000067490655,0.00009715622,0.4690799,0.05159966,0.000035581394],"about_ca_topic_score_codex":0.003715043,"about_ca_topic_score_gemma":0.0012224296,"teacher_disagreement_score":0.6582318,"about_ca_system_score_codex":0.00027955245,"about_ca_system_score_gemma":0.001569816,"threshold_uncertainty_score":0.9987474},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2265962766","doi":"","title":"A Quick Guide to Speed-Dating Theorists through Thinking with Theory in Qualitative Research: Viewing Data Across Multiple Perspectives","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Qualitative property; Psychology; Qualitative research; Epistemology; Computer science; Cognitive psychology; Mathematics education; Sociology; Social science; Philosophy","score_opus":0.9064261781623693,"score_gpt":0.8062958235108207,"score_spread":0.10013035465154851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265962766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.844349,0.029916711,0.03639258,0.00891339,0.0005357572,0.0032650153,0.00035526016,0.000117976,0.07615426],"genre_scores_gemma":[0.9491258,0.0053071543,0.043450378,0.00037555167,0.00054341153,0.00007092736,0.000018185749,0.00009663473,0.0010119122],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9537896,0.03786893,0.0012141962,0.0011652643,0.0044107153,0.0015513046],"domain_scores_gemma":[0.9705734,0.02412236,0.00068639906,0.0010808076,0.002853956,0.0006830685],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.21148045,0.00034689822,0.00096495496,0.00070234627,0.001822966,0.0031859449,0.007765024,0.00018612696,0.00089024834],"category_scores_gemma":[0.09991763,0.00027866018,0.000102527825,0.004031666,0.0025922025,0.0071830093,0.0045822295,0.0018617652,0.000024837274],"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":[0.0007717884,0.0002516981,0.03197739,0.0000764853,0.00015742453,0.000058152225,0.8988776,0.000109583176,0.0012022423,0.04984836,0.009459577,0.007209661],"study_design_scores_gemma":[0.0006281384,0.000040055544,0.005886842,0.0011147859,0.000010739082,0.0000016404098,0.6853139,0.000054510976,0.00039199452,0.28837362,0.017819855,0.00036393464],"about_ca_topic_score_codex":0.039866995,"about_ca_topic_score_gemma":0.010057819,"teacher_disagreement_score":0.23852526,"about_ca_system_score_codex":0.00093433156,"about_ca_system_score_gemma":0.002016338,"threshold_uncertainty_score":0.99996656},"labels":[],"label_agreement":null},{"id":"W2266384484","doi":"10.48336/ijyymb7927","title":"Racialized Discourses: Writing Against an Essentialized Story About Racism","year":2014,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Racism; Insider; Sociology; Essentialism; Injustice; Narrative; Gender studies; Social injustice; Social psychology; Epistemology; Psychology; Political science; Law; Philosophy; Linguistics","score_opus":0.03168877554218743,"score_gpt":0.3769350483692604,"score_spread":0.345246272827073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266384484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80729127,0.00014730514,0.18334706,0.003434727,0.000660414,0.0001486583,0.000016379225,0.000019133284,0.004935054],"genre_scores_gemma":[0.99319524,0.0014375912,0.0031726588,0.00005512392,0.0010593176,6.287533e-8,0.000010756364,0.000011512627,0.0010577644],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9860048,0.011627227,0.00048715717,0.00018248889,0.0013090111,0.0003892725],"domain_scores_gemma":[0.9945454,0.0027084257,0.0011793674,0.00033340717,0.0009473053,0.00028607217],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.026021196,0.00016131742,0.00077888556,0.00048385945,0.0015257356,0.00009319121,0.0011493299,0.0001589292,0.00024692476],"category_scores_gemma":[0.0017265716,0.0001311359,0.00062450644,0.0010623307,0.0018001907,0.00058383396,0.000103648934,0.00067309616,0.0000053311956],"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":[0.014618314,0.001721834,0.02248376,0.00029674772,0.019978657,0.00022443054,0.5330136,0.036438014,0.021541333,0.19544569,0.0023972956,0.15184036],"study_design_scores_gemma":[0.020015093,0.0015600355,0.05239736,0.00050846324,0.019457513,0.000018825784,0.6338347,0.07699131,0.000033536868,0.0580861,0.13510242,0.001994603],"about_ca_topic_score_codex":0.0072522056,"about_ca_topic_score_gemma":0.025725998,"teacher_disagreement_score":0.18590395,"about_ca_system_score_codex":0.00028518355,"about_ca_system_score_gemma":0.0005409932,"threshold_uncertainty_score":0.99977416},"labels":[],"label_agreement":null},{"id":"W2266944968","doi":"","title":"Aboriginal Erasure or Aboriginal Historical Exclusion? Using Video Interviews to Recognize the Role of Aboriginal Peoples on Kitchi-Gami (Lake Superior)","year":2014,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Metis; Erasure; Narrative; Sociology; Ethnology; Geography; Computer science; Art; Database","score_opus":0.10574883806215468,"score_gpt":0.4568333591436912,"score_spread":0.35108452108153654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266944968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901285,0.00046358706,0.0019382442,0.0060606147,0.0003643623,0.00016972849,0.000004534247,0.000008509757,0.0008618933],"genre_scores_gemma":[0.9693675,0.002437436,0.0268751,0.0004334071,0.0003637674,0.000007967171,0.0000017276727,0.000015773347,0.0004973346],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99128115,0.0064068176,0.0007356062,0.000096045675,0.0011014361,0.00037893665],"domain_scores_gemma":[0.9951907,0.0030519029,0.0003810523,0.0002089947,0.00081573246,0.00035163204],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015843352,0.00019762662,0.00050688634,0.0001873991,0.0018626099,0.00012123826,0.0007534652,0.00010849899,0.00013665944],"category_scores_gemma":[0.0010071902,0.00011573775,0.00012011774,0.00044551468,0.00033717774,0.00023070855,0.000075389326,0.0014894506,0.000004679704],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014391119,0.0006029082,0.009572938,0.00016086426,0.00015089047,0.000009226357,0.6021035,0.000019807016,0.0024779846,0.0090745045,0.000905896,0.37348238],"study_design_scores_gemma":[0.0004128478,0.0008114829,0.016227985,0.0006803813,0.000027217957,0.000026201425,0.08033792,0.00001877549,0.00029253316,0.0032061902,0.8977487,0.00020977268],"about_ca_topic_score_codex":0.0032509011,"about_ca_topic_score_gemma":0.016168142,"teacher_disagreement_score":0.8968428,"about_ca_system_score_codex":0.00053000386,"about_ca_system_score_gemma":0.0018774249,"threshold_uncertainty_score":0.99943686},"labels":[],"label_agreement":null},{"id":"W2268375532","doi":"10.1177/1049732316628520","title":"Holistic Experiences and Strategies for Conducting Research With Couples","year":2016,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":13,"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":"Leverhulme Trust; Prostate Cancer UK; Leeds Beckett University","keywords":"Qualitative research; Psychology; Relation (database); Social psychology; Applied psychology; Sociology; Social science","score_opus":0.9659569123538139,"score_gpt":0.7983670025768171,"score_spread":0.16758990977699673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268375532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69721675,0.005236886,0.057011247,0.22198844,0.0001982318,0.0048022475,0.00015221184,0.00013886779,0.013255095],"genre_scores_gemma":[0.9637053,0.0025405486,0.027279047,0.00016166687,0.00038033997,0.0018657545,0.0000034750879,0.0000393387,0.0040245126],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94401383,0.04903502,0.00047745413,0.0007503122,0.0033992054,0.002324158],"domain_scores_gemma":[0.89503676,0.09920408,0.00012251982,0.00026989143,0.0045695966,0.000797168],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.20377229,0.00015716408,0.00038881897,0.00054130855,0.005549686,0.0004600995,0.000449321,0.00014807787,0.00012681095],"category_scores_gemma":[0.040150806,0.00009603872,0.00003825985,0.0013660542,0.016721532,0.00072360295,0.00012981989,0.0009056575,0.000021469425],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013854822,0.000028138042,0.000029783554,0.00018821986,0.00001127371,0.0000015067847,0.49470806,7.071786e-8,0.00017094288,0.48660883,0.0015156898,0.016598921],"study_design_scores_gemma":[0.0004088163,0.0012418632,0.00003990464,0.00026660194,6.926075e-7,5.02977e-7,0.7409516,0.000007181313,0.000071390685,0.21859114,0.038306434,0.00011389728],"about_ca_topic_score_codex":0.009027161,"about_ca_topic_score_gemma":0.0048651006,"teacher_disagreement_score":0.2680177,"about_ca_system_score_codex":0.00050016644,"about_ca_system_score_gemma":0.006623163,"threshold_uncertainty_score":0.99900836},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2270167238","doi":"10.1177/1609406915621402","title":"Learning to Listen","year":2015,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":27,"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","funders":"","keywords":"Active listening; Psychology; Qualitative research; Reflection (computer programming); Pedagogy; The arts; Mathematics education; Medical education; Visual arts; Computer science; Sociology; Medicine; Communication; Art","score_opus":0.892402216184278,"score_gpt":0.7838009154993085,"score_spread":0.10860130068496943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270167238","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018624043,0.00032103504,0.8750195,0.055790316,0.0022163428,0.00012406669,0.0000056915405,0.000022020327,0.047877025],"genre_scores_gemma":[0.051316176,0.00008628951,0.9423602,0.0007717632,0.0010838556,0.0000049338414,0.0000010722162,0.000014716104,0.004360985],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95559937,0.04146672,0.000602592,0.00013740429,0.0019235797,0.00027033957],"domain_scores_gemma":[0.9837517,0.009430133,0.00041919583,0.00006935896,0.00574851,0.00058106036],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.124334075,0.00009807843,0.00027595615,0.00040910757,0.00014830871,0.00015448421,0.00073635037,0.000079523576,0.00012281243],"category_scores_gemma":[0.10070124,0.000083385916,0.00015883733,0.00039425155,0.000488387,0.00041902743,0.00010219512,0.00062042073,0.000043234886],"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":[0.00018347728,0.000044719658,0.000109827764,0.0000027917076,0.00014291718,0.000024750814,0.7479989,0.00011268675,0.0005954809,0.12514576,0.002304358,0.123334326],"study_design_scores_gemma":[0.00033830077,0.00037002697,0.000073338306,0.00004792941,0.0000073256974,0.000005797525,0.44084883,0.000021886708,0.00039073947,0.13544056,0.422357,0.00009827361],"about_ca_topic_score_codex":0.00046117287,"about_ca_topic_score_gemma":0.000043685213,"teacher_disagreement_score":0.42005265,"about_ca_system_score_codex":0.00042112416,"about_ca_system_score_gemma":0.0008583955,"threshold_uncertainty_score":0.90687394},"labels":[],"label_agreement":null},{"id":"W2270774649","doi":"","title":"Violence and Poverty on the \"Rock\": Can Feminists Make a Difference?","year":2000,"lang":"en","type":"article","venue":"Canadian women's studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Poverty; Criminology; Sociology; Political science; Law","score_opus":0.12650717937945608,"score_gpt":0.4270767075090652,"score_spread":0.30056952812960913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270774649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91886955,0.00087701477,0.0000015336179,0.04183057,0.00009834603,0.00025481728,0.00006833659,0.000021314396,0.03797853],"genre_scores_gemma":[0.9762113,0.007290137,0.000039177798,0.007780169,0.000101425685,0.00009265123,5.5003875e-7,0.0000075821767,0.008477005],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99776053,0.0008685815,0.00010951072,0.00022514592,0.00034646975,0.0006897692],"domain_scores_gemma":[0.9975664,0.0016751582,0.000023687488,0.00015130245,0.00010360171,0.00047985575],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021125397,0.000115955154,0.00017976906,0.000059850325,0.0017588309,0.00008829121,0.00022157581,0.00006056997,0.0004178714],"category_scores_gemma":[0.0018452498,0.000076022865,0.000025368106,0.00024343586,0.0011220281,0.000023833056,0.000026430514,0.00026099122,0.000032737127],"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":[0.00002389793,0.000019161638,0.0018390408,0.0000406604,0.00013873316,0.000038911126,0.54068375,0.0000010194005,0.000008731984,0.29595208,0.0022526644,0.15900134],"study_design_scores_gemma":[0.00016317215,0.00017867323,0.0046417397,0.00029057855,0.0000071901063,8.4063544e-7,0.58075774,0.000008911343,0.000008008384,0.28880483,0.124846235,0.00029209346],"about_ca_topic_score_codex":0.018476313,"about_ca_topic_score_gemma":0.28593528,"teacher_disagreement_score":0.26745898,"about_ca_system_score_codex":0.00052413676,"about_ca_system_score_gemma":0.0006630507,"threshold_uncertainty_score":0.99954075},"labels":[],"label_agreement":null},{"id":"W2272480408","doi":"10.48336/ijkfqq9229","title":"From Activists to Terrorists: The Politics and Ethics of Research Representations of Transnational Resistance","year":2013,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Resistance (ecology); Reflexivity; Sociology; Politics; Diaspora; Sovereignty; Social movement; Power (physics); Gender studies; Context (archaeology); Indigenous; Political science; Social science; Law","score_opus":0.092142971201616,"score_gpt":0.4466691684365883,"score_spread":0.3545261972349723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2272480408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91000515,0.00008083608,0.024972798,0.06290464,0.000107719796,0.00019513676,0.00006978865,0.000002321568,0.0016615903],"genre_scores_gemma":[0.99490756,0.00039675925,0.0032421658,0.000016919736,0.00015116579,1.3416587e-7,0.0000031054258,0.0000037209272,0.0012784556],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9920702,0.005618346,0.00038838238,0.00011256206,0.0016071232,0.00020337205],"domain_scores_gemma":[0.9845329,0.012005582,0.0004997064,0.00024525382,0.0025864255,0.00013011335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013796835,0.00006998157,0.00035802613,0.00037413742,0.0006823586,0.000030260562,0.0007363603,0.00010661515,0.00017660078],"category_scores_gemma":[0.0027304506,0.00004935297,0.00019497534,0.001369835,0.0027038087,0.00020352968,0.00008895497,0.0006966371,7.7012663e-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":[0.0014075196,0.00027093067,0.010554936,0.00011649339,0.0037224486,0.000008064105,0.6973834,0.0019535678,0.007882647,0.27438632,0.0016393467,0.00067430816],"study_design_scores_gemma":[0.0012883565,0.00027525602,0.1554228,0.00012093369,0.0012687427,0.0000013670439,0.5156518,0.0012464232,0.00009827666,0.3207161,0.0037258589,0.00018405594],"about_ca_topic_score_codex":0.05450489,"about_ca_topic_score_gemma":0.054555025,"teacher_disagreement_score":0.18173163,"about_ca_system_score_codex":0.00017041185,"about_ca_system_score_gemma":0.00064987637,"threshold_uncertainty_score":0.9962295},"labels":[],"label_agreement":null},{"id":"W2285016535","doi":"10.14288/1.0101643","title":"Ethnography of pregnancy in our culture","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Ethnography; Pregnancy; Sociology; Gender studies; Anthropology","score_opus":0.11559044878886778,"score_gpt":0.35636586984939833,"score_spread":0.24077542106053057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285016535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9488702,0.000693293,0.00060637854,0.00021474397,0.00007150325,0.0002540261,0.00006413997,0.00002590693,0.049199834],"genre_scores_gemma":[0.9912492,0.0013087637,0.0063948757,0.000008473856,0.000009056631,3.1837013e-7,0.0000014100476,0.000003895248,0.0010239771],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984127,0.00075106695,0.000097634475,0.00017438947,0.00033911868,0.00022505163],"domain_scores_gemma":[0.99933773,0.00007044495,0.000095217714,0.000118979624,0.00027951846,0.00009809606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014647548,0.00002158138,0.00018087828,0.00006203122,0.0001897426,0.000017081938,0.0003354013,0.0001491453,0.000085824446],"category_scores_gemma":[0.00026065478,0.00007261729,0.000105047824,0.0006360534,0.000800923,0.00025906356,0.00006246011,0.00020989835,0.000003498026],"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":[0.000016066066,0.00036526966,0.09389778,0.00021535609,0.000044965895,0.000103275524,0.19196628,2.6610167e-7,0.00015283072,0.00073023024,0.0017548832,0.7107528],"study_design_scores_gemma":[0.00033142223,0.00006994929,0.8349096,0.00044424785,0.0000065800664,4.626481e-7,0.15256648,0.000002290306,0.0000016146811,0.011151523,0.00043254258,0.000083265375],"about_ca_topic_score_codex":0.51826686,"about_ca_topic_score_gemma":0.7549271,"teacher_disagreement_score":0.74101186,"about_ca_system_score_codex":0.000028467544,"about_ca_system_score_gemma":0.00014053876,"threshold_uncertainty_score":0.48494104},"labels":[],"label_agreement":null},{"id":"W2301053704","doi":"","title":"Critical ethnographic research of literacy practices used in youth community-based organisations in Québec : what ethical concerns?","year":2013,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Dilemma; Harm; Ethical dilemma; Sociology; Ethnography; Confidentiality; Power (physics); Research ethics; Qualitative research; Informed consent; Public relations; Social psychology; Psychology; Political science; Social science; Law; Medicine","score_opus":0.5151256483772242,"score_gpt":0.5584437351117044,"score_spread":0.04331808673448023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301053704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9628558,0.00004841157,0.00074422645,0.02593249,0.000084634914,0.0004982473,0.000014375941,0.000023357305,0.009798423],"genre_scores_gemma":[0.9966456,0.00008906142,0.0021020544,0.0004169356,0.000048961556,0.0000056492604,0.0000093175095,0.000015990665,0.0006664239],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97669846,0.020952422,0.0003805812,0.00034853347,0.0009153235,0.00070466514],"domain_scores_gemma":[0.9844492,0.013600898,0.00017699366,0.0005033363,0.0010056985,0.00026387934],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012034156,0.00015641189,0.00036702587,0.0011904193,0.0005138021,0.0003609436,0.0008253609,0.0004592654,0.0009823719],"category_scores_gemma":[0.005464983,0.00016380663,0.000083297076,0.0024033394,0.0028473274,0.0019082427,0.00032748972,0.0038079787,0.00015104872],"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":[0.00016052362,0.00053129194,0.48068273,0.00022183104,0.000024802273,0.00006030472,0.4888196,8.0437576e-7,0.0004073681,0.025206983,0.000038803708,0.0038449324],"study_design_scores_gemma":[0.0016691365,0.0002079417,0.31453428,0.0008840326,0.000015421449,7.260686e-7,0.66120744,0.00022915816,0.00017826102,0.006307012,0.014424241,0.00034233285],"about_ca_topic_score_codex":0.18453911,"about_ca_topic_score_gemma":0.16097991,"teacher_disagreement_score":0.17238785,"about_ca_system_score_codex":0.0003482354,"about_ca_system_score_gemma":0.0010540558,"threshold_uncertainty_score":0.99993086},"labels":[],"label_agreement":null},{"id":"W2309682005","doi":"10.1177/1609406915618094","title":"Positionality at the Center","year":2015,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":56,"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":"Sociology; Privilege (computing); Epistemology; Context (archaeology); Operationalization; Power (physics); Empowerment; Political science; Law","score_opus":0.8963732188612985,"score_gpt":0.7811097930208967,"score_spread":0.11526342584040183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2309682005","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026048232,0.0014065696,0.65098894,0.2379744,0.0041198204,0.00022123988,0.00009057289,0.000019233536,0.079130985],"genre_scores_gemma":[0.10437063,0.00041810845,0.8773073,0.0044202833,0.002818117,0.000015754953,0.000014989639,0.000028845589,0.010605958],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9487782,0.048038304,0.00060391903,0.00012751798,0.002210953,0.00024110249],"domain_scores_gemma":[0.9822354,0.012078231,0.000540935,0.000112318405,0.004743796,0.00028932648],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11722482,0.00009986551,0.00021641505,0.00014220405,0.00029042395,0.00012221426,0.00081443286,0.00007611049,0.00042171776],"category_scores_gemma":[0.02666317,0.00006410214,0.00022528564,0.0002257048,0.00165349,0.0003904971,0.0001488052,0.0004709762,0.000038724338],"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":[0.0003935158,0.00014156071,0.00039285023,0.000003938294,0.00036518212,0.000025570562,0.49463084,0.000016677106,0.0005024492,0.44796443,0.017836753,0.037726227],"study_design_scores_gemma":[0.00061596534,0.000106418076,0.00034080754,0.000033660413,0.0000117743475,0.000024583842,0.13185133,0.0000100579755,0.00059840124,0.3762598,0.4900542,0.00009301687],"about_ca_topic_score_codex":0.0003769893,"about_ca_topic_score_gemma":0.00013087221,"teacher_disagreement_score":0.47221744,"about_ca_system_score_codex":0.0007174689,"about_ca_system_score_gemma":0.0007112868,"threshold_uncertainty_score":0.9815357},"labels":[],"label_agreement":null},{"id":"W231027330","doi":"10.46743/2160-3715/2011.1097","title":"The Challenges of Reflexivity","year":2014,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Toronto","funders":"","keywords":"Reflexivity; Qualitative research; Sociology; Epistemology; Gaze; Psychology; Social science; Psychoanalysis; Philosophy","score_opus":0.6074534350965813,"score_gpt":0.6897600340993065,"score_spread":0.08230659900272519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W231027330","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":[0.03594226,0.0027012136,0.012950013,0.21938643,0.0003912202,0.0005195662,0.000005502807,0.00007009674,0.7280337],"genre_scores_gemma":[0.99021786,0.0017725296,0.0022364177,0.00009643265,0.00024006914,0.000038388265,6.3145825e-7,0.000011389029,0.0053862594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9713298,0.02659079,0.00043564397,0.00019713747,0.0010866483,0.0003599854],"domain_scores_gemma":[0.9681464,0.030244447,0.00038689093,0.0004902785,0.0006422187,0.000089806446],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12847571,0.00008532931,0.00020239316,0.00002504586,0.0012145517,0.000035576202,0.0004322195,0.00007089981,0.000018844645],"category_scores_gemma":[0.039148163,0.000042697,0.00010978232,0.00022781781,0.0043688817,0.000089459616,0.00007198274,0.00031343463,0.000017420367],"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":[0.000017078102,0.000013060966,0.00001062706,0.000011626207,0.000024845373,0.000001378415,0.2532198,2.8698915e-7,0.000054816705,0.7298268,0.00024667865,0.016573],"study_design_scores_gemma":[0.000043541644,0.00007568109,0.00045998237,0.000016102838,0.0000049571677,0.0000014271791,0.24894933,0.000004794502,0.00014790714,0.59862363,0.15161715,0.00005550919],"about_ca_topic_score_codex":0.0014310308,"about_ca_topic_score_gemma":0.0013030258,"teacher_disagreement_score":0.9542756,"about_ca_system_score_codex":0.000046468336,"about_ca_system_score_gemma":0.00026572595,"threshold_uncertainty_score":0.99834067},"labels":[],"label_agreement":null},{"id":"W2314087039","doi":"10.1177/1049732315627427","title":"How Not to Let Secrets Out When Conducting Qualitative Research With Dyads","year":2016,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":59,"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; McGill University Health Centre","funders":"Université de Montréal; Kidney Foundation of Canada","keywords":"Confidentiality; Qualitative research; Modalities; Set (abstract data type); Psychology; Context (archaeology); Social psychology; Sociology; Computer science","score_opus":0.9549653668181868,"score_gpt":0.7956399543615931,"score_spread":0.1593254124565937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314087039","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":[0.05627479,0.0005996273,0.045118682,0.87525254,0.00027131627,0.0043095527,0.00033851375,0.00019065902,0.017644333],"genre_scores_gemma":[0.74221724,0.0014456563,0.10822548,0.003349902,0.0016470698,0.0017031521,0.000027219901,0.0002515134,0.14113274],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.700007,0.27903968,0.0010536013,0.0018557471,0.0124178445,0.0056261383],"domain_scores_gemma":[0.8271819,0.15382248,0.0003623189,0.0011359296,0.014049629,0.0034477697],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.4242093,0.0004466145,0.0010284542,0.0018826437,0.0061102435,0.00079928234,0.0016167393,0.00041577598,0.0004755052],"category_scores_gemma":[0.15422565,0.0002997239,0.00015364752,0.0036730226,0.012091288,0.0013368941,0.00061713543,0.0037478635,0.000918266],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048467887,0.00009453505,0.000021308564,0.00020162573,0.000059434336,0.000015075003,0.6371028,1.1891721e-7,0.0012131179,0.3099165,0.019730259,0.031160591],"study_design_scores_gemma":[0.0007736035,0.0023510894,0.00005608649,0.00063817826,0.0000019044616,8.1971916e-7,0.7121219,0.0000016110225,0.00074640516,0.12790944,0.15504627,0.00035265775],"about_ca_topic_score_codex":0.015948787,"about_ca_topic_score_gemma":0.015925221,"teacher_disagreement_score":0.87190264,"about_ca_system_score_codex":0.0031851414,"about_ca_system_score_gemma":0.00885934,"threshold_uncertainty_score":0.99994546},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2314428560","doi":"10.7748/nr2009.07.16.4.4.c7156","title":"Qualitative research","year":2009,"lang":"en","type":"article","venue":"Nurse Researcher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology","score_opus":0.7928443912334132,"score_gpt":0.7791683431303699,"score_spread":0.013676048103043348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314428560","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":[0.021750642,0.0006143529,0.0009135392,0.16166048,0.00008337466,0.0006320537,0.000009483218,0.00011696633,0.8142191],"genre_scores_gemma":[0.8683204,0.00095644983,0.01313532,0.00057167973,0.0009981502,0.0000800792,0.000008195782,0.00003404128,0.11589567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9560701,0.037571706,0.00024590688,0.00042771533,0.004072954,0.0016115968],"domain_scores_gemma":[0.9885534,0.008354122,0.000034290704,0.00039392355,0.0019764218,0.00068784953],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.10650156,0.00011293997,0.00020430156,0.00044467195,0.0016737028,0.00027474138,0.0007324502,0.0002551418,0.0016464125],"category_scores_gemma":[0.02966718,0.00010021715,0.00009966399,0.0019613297,0.003942913,0.00036667558,0.000046172783,0.0019681444,0.00097281364],"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":[0.00005910345,0.00012382615,0.000017248201,0.0000069271837,0.000010098181,0.00001584861,0.2674507,2.2562944e-7,0.0005038831,0.6225478,0.028754286,0.080510065],"study_design_scores_gemma":[0.0001948632,0.00023474397,0.00079611276,0.00003285394,0.0000011197183,2.3785178e-7,0.2583807,0.00001212778,0.00017409421,0.43432426,0.3057332,0.00011566813],"about_ca_topic_score_codex":0.002574215,"about_ca_topic_score_gemma":0.00052562833,"teacher_disagreement_score":0.8465698,"about_ca_system_score_codex":0.0004412946,"about_ca_system_score_gemma":0.0013717916,"threshold_uncertainty_score":0.99980503},"labels":[],"label_agreement":null},{"id":"W2314810313","doi":"10.1386/jammr.3.1-2.77_1","title":"Media research in the Arab world and the audience challenge: Lessons from the field","year":2010,"lang":"en","type":"article","venue":"Journal of Arab & Muslim Media Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":12,"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":"Distrust; Public relations; Politics; Face (sociological concept); Sociocultural evolution; Political science; Sociology; Field (mathematics); Process (computing); Social science","score_opus":0.5312403462601325,"score_gpt":0.632282165412619,"score_spread":0.10104181915248645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314810313","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":[0.20486759,0.0029877948,0.000053663232,0.7773762,0.0006675995,0.0005756787,0.0000082959905,0.0000052277915,0.013457989],"genre_scores_gemma":[0.9742034,0.020746447,0.000801046,0.0008919332,0.0030648296,0.000058723606,7.04131e-7,0.000015236295,0.00021765172],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94806135,0.041913692,0.0006897094,0.00036136655,0.007550248,0.0014236475],"domain_scores_gemma":[0.61475855,0.38147134,0.0002329232,0.0007633147,0.002290169,0.0004836909],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.28199056,0.00014994781,0.00039951174,0.0005715267,0.0025772694,0.000620892,0.0032949303,0.00024441804,0.0002625596],"category_scores_gemma":[0.15255457,0.00006635415,0.0001557655,0.0025671984,0.011302677,0.00036513002,0.0004624747,0.013093743,0.000027571332],"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":[0.00044748484,0.00013839832,0.00060270505,0.000017015927,0.000041989464,0.00013154687,0.6359582,7.026007e-7,0.00022674406,0.2765507,0.013805792,0.07207871],"study_design_scores_gemma":[0.0012688783,0.00018837074,0.012409031,0.00021071763,0.000009897145,0.0000072306643,0.46513486,0.00007236518,0.000061016184,0.4188974,0.1016184,0.0001218559],"about_ca_topic_score_codex":0.007278496,"about_ca_topic_score_gemma":0.11021907,"teacher_disagreement_score":0.77648425,"about_ca_system_score_codex":0.00011632597,"about_ca_system_score_gemma":0.0018319804,"threshold_uncertainty_score":0.99933213},"labels":[],"label_agreement":null},{"id":"W231558186","doi":"10.46743/2160-3715/2009.1375","title":"The Process of Conducting Qualitative Grounded Theory Research for a Doctoral Thesis: Experiences and Reflections","year":2014,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":35,"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 Health Network","funders":"","keywords":"Grounded theory; Qualitative research; Focus group; Constructivist grounded theory; Process (computing); Sociology; Psychology; Computer science; Social science","score_opus":0.8209720338235795,"score_gpt":0.7539036244767392,"score_spread":0.06706840934684033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W231558186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8422984,0.0018974862,0.054523703,0.038638886,0.00047688535,0.0029054014,0.000022324273,0.00010207768,0.059134834],"genre_scores_gemma":[0.9906583,0.0001480421,0.004438491,0.000055749115,0.00023635385,0.0010865292,0.0000022893707,0.000019696947,0.0033545457],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9322168,0.06426558,0.0007746411,0.0004455284,0.00156856,0.00072884193],"domain_scores_gemma":[0.8655205,0.13072017,0.00054019445,0.0003886998,0.0026872526,0.00014320746],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.26194358,0.00015492876,0.00034227764,0.0001133359,0.0049243337,0.0001835252,0.00052463723,0.00011418812,0.000018009474],"category_scores_gemma":[0.11816763,0.000084674786,0.00012066217,0.00086991827,0.012914496,0.00032019717,0.00008790713,0.00056800025,0.000001918043],"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":[0.00010718351,0.000018016694,0.0000027051321,0.000032990494,0.000045880777,5.466634e-7,0.53315914,2.4450543e-7,0.00015698571,0.4640527,0.00006856071,0.0023550282],"study_design_scores_gemma":[0.00008474709,0.00018464681,0.000009311383,0.000030581847,0.0000079623815,0.0000026619805,0.5299488,0.000007581377,0.0005248584,0.46467626,0.004454395,0.00006824206],"about_ca_topic_score_codex":0.001954761,"about_ca_topic_score_gemma":0.0010781635,"teacher_disagreement_score":0.1483599,"about_ca_system_score_codex":0.00009493401,"about_ca_system_score_gemma":0.0007064307,"threshold_uncertainty_score":0.9963711},"labels":[],"label_agreement":null},{"id":"W2316620871","doi":"10.1177/1474474014555657","title":"Non-representational ethnography: new ways of animating lifeworlds","year":2014,"lang":"en","type":"article","venue":"Cultural Geographies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":251,"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":"Ethnography; Sociology; Embodied cognition; Aesthetics; Representation (politics); Field (mathematics); Epistemology; Performativity; Everyday life; Politics; Performative utterance; Feeling; Anthropology; Gender studies; Art","score_opus":0.2818262435653051,"score_gpt":0.49797633100836003,"score_spread":0.21615008744305492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316620871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7477802,0.0010211511,0.013452126,0.114131875,0.0005135852,0.0006820536,0.00001854265,0.00026062838,0.12213984],"genre_scores_gemma":[0.94114816,0.00043495384,0.055596054,0.0012261111,0.00076989474,0.000015113621,0.00001460494,0.000010993348,0.0007841228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99782866,0.0006325928,0.00025584505,0.00019286766,0.0007315941,0.00035843518],"domain_scores_gemma":[0.99803114,0.001115441,0.00013170727,0.0001277942,0.00042836578,0.00016552651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027669393,0.00010579864,0.00019622935,0.00021874072,0.00061373203,0.000093057984,0.00028366016,0.0001203195,0.0001223507],"category_scores_gemma":[0.0019020323,0.00008234816,0.00020217587,0.0013649989,0.0018685523,0.0003339498,0.00005192781,0.00031790888,0.000010318049],"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":[0.00003076502,0.000049764218,0.07768898,0.0001225714,0.00014108991,0.0000014438091,0.14368302,0.000029816587,0.004435493,0.7064087,0.039294902,0.028113484],"study_design_scores_gemma":[0.00085978734,0.00029922056,0.14223419,0.00022125147,0.00005221176,0.0000010538471,0.13175626,0.00024853696,0.0024692093,0.4899618,0.23122819,0.0006682727],"about_ca_topic_score_codex":0.0059807124,"about_ca_topic_score_gemma":0.00075838354,"teacher_disagreement_score":0.21644688,"about_ca_system_score_codex":0.000007469999,"about_ca_system_score_gemma":0.000070398644,"threshold_uncertainty_score":0.9041088},"labels":[],"label_agreement":null},{"id":"W231847765","doi":"10.46743/2160-3715/2004.1915","title":"The Feminist Biographical Method in Psychological Research","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":31,"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":"Narrative; Context (archaeology); Sociology; Field (mathematics); Narrative inquiry; Inclusion (mineral); Meaning (existential); Qualitative research; Psychology; Feminism; Epistemology; Gender studies; Social science; Psychotherapist","score_opus":0.8401240506162024,"score_gpt":0.7895127162693236,"score_spread":0.05061133434687881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W231847765","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":[0.08372053,0.0019279697,0.014814046,0.33437246,0.0007586584,0.001779301,0.000014534106,0.00013162401,0.56248087],"genre_scores_gemma":[0.94440347,0.0008008,0.036926765,0.00068641437,0.00068364624,0.0004836537,0.000007848933,0.00003792493,0.015969504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.88307,0.11121049,0.00079655135,0.0005441426,0.0032498606,0.0011289518],"domain_scores_gemma":[0.94195133,0.055469308,0.00019502665,0.00066905364,0.0013177267,0.00039754785],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.40649804,0.00013306062,0.0002695905,0.0001782354,0.001895313,0.00023669782,0.00092517165,0.00021647457,0.000024899806],"category_scores_gemma":[0.08898392,0.00006674499,0.00013645591,0.0026755533,0.009775587,0.00010315449,0.00019214826,0.0017863926,0.0000899133],"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":[0.0001250547,0.00007991275,0.0003950003,0.0000028493355,0.000019191697,0.000107670145,0.31556556,5.8087915e-7,0.00001868394,0.671459,0.006938189,0.0052883085],"study_design_scores_gemma":[0.00011172462,0.00013944942,0.0005965003,0.00000986751,0.0000017603547,0.000012125603,0.36343786,0.0000069206903,0.000008694944,0.44443947,0.19116767,0.000067932735],"about_ca_topic_score_codex":0.004524142,"about_ca_topic_score_gemma":0.0023999303,"teacher_disagreement_score":0.8606829,"about_ca_system_score_codex":0.00021131852,"about_ca_system_score_gemma":0.00073008775,"threshold_uncertainty_score":0.9994041},"labels":[],"label_agreement":null},{"id":"W2319631520","doi":"10.14288/1.0073327","title":"“Hope for change—change can happen” : healing the wounds family violence with Indigenous traditional wholistic practices","year":2012,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Indigenous; Psychology; Medicine","score_opus":0.30488114423929846,"score_gpt":0.38998080104858607,"score_spread":0.0850996568092876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319631520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98971033,0.0010965767,0.0024427234,0.0036376694,0.00017525579,0.001083232,0.000519887,0.000037004782,0.00129732],"genre_scores_gemma":[0.99508065,0.00096843793,0.0028967806,0.00037123344,0.00041397236,0.000017781516,0.000022254586,0.000011082616,0.00021783182],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978874,0.00064773916,0.00008887514,0.00022181835,0.00061732443,0.000536851],"domain_scores_gemma":[0.99765396,0.0013239147,0.00026572624,0.00013929732,0.0003909771,0.00022614616],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0041284063,0.000043783155,0.00018134553,0.00003695348,0.0019898033,0.00016519189,0.00040573714,0.00011010874,0.000035828718],"category_scores_gemma":[0.000506939,0.00009716476,0.00007112778,0.00035301817,0.001410004,0.00086881535,0.00004977484,0.00026158724,0.0000039407755],"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":[0.000060901184,0.00030775563,0.020375395,0.00024986765,0.00009839678,0.00002501243,0.17710362,9.019651e-7,0.000028829838,0.0016940577,0.00086097425,0.7991943],"study_design_scores_gemma":[0.0003681664,0.00018007039,0.87847716,0.0002558611,0.000042052317,0.000007778498,0.107885204,0.00002467482,1.4519307e-7,0.004698982,0.007894443,0.00016543931],"about_ca_topic_score_codex":0.5750905,"about_ca_topic_score_gemma":0.69617105,"teacher_disagreement_score":0.8581018,"about_ca_system_score_codex":0.00015257201,"about_ca_system_score_gemma":0.00039335864,"threshold_uncertainty_score":0.9993095},"labels":[],"label_agreement":null},{"id":"W2321004893","doi":"10.1177/1356389014540705","title":"Evaluations, international agencies and censorship: A field doer’s viewpoint","year":2014,"lang":"en","type":"article","venue":"Evaluation","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Ottawa","funders":"","keywords":"Field (mathematics); Sociology; Action (physics); Perspective (graphical); Epistemology; Computer science; Mathematics","score_opus":0.27986036555218136,"score_gpt":0.6030785631938922,"score_spread":0.32321819764171084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321004893","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":[0.23680189,0.0010555728,0.14163768,0.28030106,0.0019604983,0.0016641133,0.000010531544,0.00015049364,0.33641815],"genre_scores_gemma":[0.97791713,0.00054264616,0.017479332,0.0014430055,0.00057202135,0.000089681074,0.00001615212,0.000007476909,0.0019325765],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9934885,0.0047238544,0.000166369,0.00017044126,0.001289187,0.00016164439],"domain_scores_gemma":[0.9969833,0.0021005985,0.000068074296,0.0001014936,0.00066527375,0.00008128759],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033752076,0.0000556797,0.000078203426,0.000082046805,0.00039556276,0.00010892201,0.00012197621,0.00007754052,0.0013742243],"category_scores_gemma":[0.03156105,0.000051181054,0.000029909652,0.000136881,0.0002044099,0.00022221275,0.00003266329,0.00014388384,0.000056760207],"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":[0.00001626498,0.000020785294,0.0008124181,0.000013297551,0.000020283058,1.3965905e-7,0.04588155,0.00002928202,0.00060226413,0.43412837,0.0030586116,0.51541674],"study_design_scores_gemma":[0.00058969756,0.00013965972,0.015381028,0.000060397953,0.00004257388,5.813944e-7,0.015458889,0.034110375,0.0004020259,0.6363581,0.2972437,0.00021295546],"about_ca_topic_score_codex":0.00030875596,"about_ca_topic_score_gemma":0.00039096622,"teacher_disagreement_score":0.7411152,"about_ca_system_score_codex":0.00014270113,"about_ca_system_score_gemma":0.00025278077,"threshold_uncertainty_score":0.99953866},"labels":[],"label_agreement":null},{"id":"W2324184352","doi":"10.1177/0020715212472149","title":"Book review: Writing ethnographic fieldnotes","year":2012,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Fieldnotes; Ethnography; Sociology; Linguistics; Anthropology; Philosophy","score_opus":0.32393210265980094,"score_gpt":0.6109178857926137,"score_spread":0.2869857831328128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324184352","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":[0.031927336,0.7636844,0.012560746,0.15720788,0.002819442,0.00021419942,0.000008063317,0.000020382486,0.031557545],"genre_scores_gemma":[0.8784545,0.079450026,0.0051672203,0.03267056,0.0033008638,0.000008056092,0.000003655973,0.00000768937,0.00093743665],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99524206,0.003392432,0.00043294797,0.00006279858,0.00060090574,0.00026887175],"domain_scores_gemma":[0.9941698,0.0038714819,0.00039506663,0.00004715166,0.0013738472,0.00014269106],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008455427,0.00007190323,0.00028057335,0.00012530149,0.00018377077,0.000019841398,0.00041930255,0.00010254459,0.0013906633],"category_scores_gemma":[0.002063947,0.000059156413,0.00018248953,0.0000882638,0.0012954443,0.00044528054,0.000042935397,0.0006174691,0.000027469363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007658983,0.00019279856,0.010357608,0.000044545362,0.0005672479,0.000014350788,0.18689899,0.000004332086,0.00040449694,0.2725097,0.5240875,0.004841851],"study_design_scores_gemma":[0.00021040333,0.00008757903,0.0021432783,0.00026406455,0.000016215421,0.0000110675,0.013329377,0.0000027468977,0.00012970016,0.017113157,0.96660316,0.000089258574],"about_ca_topic_score_codex":0.00002960405,"about_ca_topic_score_gemma":0.0000067239116,"teacher_disagreement_score":0.84652716,"about_ca_system_score_codex":0.00007928688,"about_ca_system_score_gemma":0.00019259499,"threshold_uncertainty_score":0.9995222},"labels":[],"label_agreement":null},{"id":"W2329056493","doi":"10.1177/0891241613483567","title":"Feminist Ethnography","year":2013,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Ethnography; Ambivalence; Sociology; Gender studies; Social psychology; Psychoanalysis; Epistemology; Psychology; Anthropology; Philosophy","score_opus":0.2435781046186534,"score_gpt":0.4893914105184396,"score_spread":0.2458133058997862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329056493","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":[0.2082552,0.016259534,0.0062037604,0.09085254,0.0021499894,0.001076536,0.00001936015,0.00014112123,0.675042],"genre_scores_gemma":[0.9861426,0.0007211266,0.010649523,0.0014896465,0.0005313669,0.000012481805,0.0000010039498,0.000020076337,0.0004322026],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931057,0.0040572966,0.00082139275,0.00016126058,0.0013933734,0.00046099562],"domain_scores_gemma":[0.99519265,0.002170969,0.00068049016,0.0002140342,0.0011579129,0.00058395957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015597402,0.00016781015,0.00043492403,0.0008925634,0.0006030121,0.00025628376,0.00067408086,0.00024922326,0.00035692725],"category_scores_gemma":[0.0014645573,0.0001352775,0.0006695752,0.0015885629,0.0023674883,0.0008859226,0.00004519773,0.001119544,0.00003713008],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018448342,0.00048969075,0.03787753,0.00011869004,0.0006784622,0.00009986162,0.4709436,0.0000012121078,0.0017111598,0.093260355,0.35302427,0.041610684],"study_design_scores_gemma":[0.0005724738,0.00039271775,0.0017923211,0.00013075129,0.000014918064,0.000004842841,0.1798009,0.0000028372244,0.00014734107,0.09687591,0.72002774,0.00023725962],"about_ca_topic_score_codex":0.0011745625,"about_ca_topic_score_gemma":0.00003889566,"teacher_disagreement_score":0.77788734,"about_ca_system_score_codex":0.000027205493,"about_ca_system_score_gemma":0.0007184532,"threshold_uncertainty_score":0.87231094},"labels":[],"label_agreement":null},{"id":"W2329282430","doi":"10.1521/jsyt.22.1.50.24096","title":"Introduction To “Dry Salvages”","year":2003,"lang":"en","type":"article","venue":"Journal of Systemic Therapies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.09932295686493582,"score_gpt":0.4649243745866761,"score_spread":0.3656014177217403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329282430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8387212,0.010844693,0.050091352,0.08988327,0.00380916,0.0004116355,0.0000027984013,0.000036555375,0.0061993175],"genre_scores_gemma":[0.9784914,0.0019623628,0.014505298,0.0001851612,0.002492185,0.0000026499654,5.5478626e-8,0.000009492091,0.0023513846],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955045,0.003298565,0.00033531932,0.00007751645,0.0005876791,0.00019644524],"domain_scores_gemma":[0.9984135,0.0006071342,0.00021110255,0.00008909469,0.00053703884,0.00014213202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016619269,0.000058041787,0.00019223694,0.00014340825,0.00022992374,0.00006974798,0.00016357351,0.00006489455,0.00023727206],"category_scores_gemma":[0.003765527,0.0000432747,0.00008069005,0.000280818,0.00017192432,0.0002498971,0.000006301242,0.00025396966,0.000032552492],"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":[0.00007379303,0.000050107155,0.0012536542,0.00006831397,0.0001551032,0.000011379079,0.5404067,0.000033032724,0.043743316,0.3806055,0.019239241,0.014359852],"study_design_scores_gemma":[0.00020741497,0.00018230548,0.00022598388,0.0001688489,0.000008537482,0.000031652613,0.36286184,2.2235791e-7,0.00051332667,0.015159441,0.6205443,0.00009611247],"about_ca_topic_score_codex":0.000081955724,"about_ca_topic_score_gemma":0.000021648817,"teacher_disagreement_score":0.60130507,"about_ca_system_score_codex":0.000147455,"about_ca_system_score_gemma":0.00027569346,"threshold_uncertainty_score":0.575994},"labels":[],"label_agreement":null},{"id":"W2333743169","doi":"10.1177/1609406916637088","title":"Institutional Ethnography Research in Global South Settings","year":2016,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":16,"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":"Ethnography; Functional illiteracy; Global South; Sociology; Action (physics); Social science; Political science; Anthropology; Geography; Economic geography","score_opus":0.8651440571613489,"score_gpt":0.7762891206971797,"score_spread":0.0888549364641692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333743169","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06660973,0.00085333973,0.77992904,0.12320734,0.0019546337,0.00024304712,0.00010229786,0.00002062538,0.027079945],"genre_scores_gemma":[0.40592352,0.00044901654,0.591949,0.0004024437,0.0008741644,0.000013977418,0.0000011627842,0.000011719407,0.00037503656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9303691,0.06434108,0.000989785,0.0002742746,0.0034441408,0.00058163307],"domain_scores_gemma":[0.97364026,0.020674989,0.00044907356,0.00011661699,0.0048440285,0.0002750288],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.18974459,0.00012814671,0.00031591678,0.00093990477,0.0003112947,0.0001178962,0.0010582886,0.00016813344,0.00019483958],"category_scores_gemma":[0.041876297,0.000087793655,0.00024033974,0.0012840426,0.0038470377,0.0007346082,0.00014256759,0.0007882772,0.000023515317],"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":[0.00025293807,0.00010078942,0.0018464469,0.000008768678,0.00013489646,0.00006105065,0.20819736,0.0000033134402,0.0009627756,0.59517616,0.00046536233,0.19279012],"study_design_scores_gemma":[0.0010453595,0.0001579422,0.002500319,0.00046320428,0.0000047820313,0.000009811807,0.14896111,0.0000045559173,0.00039213494,0.75186336,0.09445021,0.00014722475],"about_ca_topic_score_codex":0.0004960545,"about_ca_topic_score_gemma":0.00015876241,"teacher_disagreement_score":0.33931378,"about_ca_system_score_codex":0.0010255885,"about_ca_system_score_gemma":0.0015122847,"threshold_uncertainty_score":0.99886394},"labels":[],"label_agreement":null},{"id":"W2335986829","doi":"","title":"National Human Rights Museums: An Engine for Social or Economic Growth? A Comparative Analyses of Conscience Museums of Canada, USA and Russia.","year":2016,"lang":"en","type":"article","venue":"USF Scholarship Repository (University of San Francisco)","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Conscience; Political science; Law","score_opus":0.26227390387121186,"score_gpt":0.46329224365175015,"score_spread":0.2010183397805383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335986829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950831,0.00004020544,0.0013196067,0.0004015787,0.000073224815,0.00021165953,0.00015531301,0.000007296427,0.0027080239],"genre_scores_gemma":[0.9953273,0.0000075755815,0.0041378,0.000008852522,0.000058979957,8.690758e-7,0.0000022097067,0.0000039219576,0.00045251616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99764675,0.0009478253,0.00025197642,0.0002779966,0.00062881806,0.00024665138],"domain_scores_gemma":[0.9972626,0.0013570146,0.0003608917,0.000106873806,0.00073377293,0.00017884625],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027640092,0.00010601416,0.00037269836,0.00015703951,0.0014472445,0.000023456785,0.00040305892,0.00011713445,0.000101236656],"category_scores_gemma":[0.00029861028,0.00009031683,0.00007837532,0.00021353154,0.0026897374,0.00087814964,0.000050670405,0.00014296644,4.6042547e-7],"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":[0.00125215,0.00047921186,0.042393222,0.00050399796,0.0007048417,0.000029841123,0.13201874,0.000038705937,0.2786991,0.54106027,0.0015291728,0.0012907572],"study_design_scores_gemma":[0.006717024,0.0018866565,0.69642884,0.0006308572,0.0002771302,0.000007637286,0.09578653,0.00043034635,0.12306985,0.06699084,0.006436967,0.0013373536],"about_ca_topic_score_codex":0.19413607,"about_ca_topic_score_gemma":0.5144984,"teacher_disagreement_score":0.65403557,"about_ca_system_score_codex":0.00026397008,"about_ca_system_score_gemma":0.0016543715,"threshold_uncertainty_score":0.9998527},"labels":[],"label_agreement":null},{"id":"W2336619538","doi":"10.1177/1363460715583594","title":"A way to meet queer women? Reflections on sexuality and desire in research","year":2016,"lang":"en","type":"article","venue":"Sexualities","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Regina","funders":"","keywords":"Reflexivity; Human sexuality; Objectivity (philosophy); Sociology; Subjectivity; Queer; Qualitative research; Gender studies; Neutrality; Epistemology; Social psychology; Psychology; Social science","score_opus":0.7261173409025276,"score_gpt":0.6679697073335965,"score_spread":0.058147633568931045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336619538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8720447,0.000083091814,0.0005022216,0.05044811,0.00015508002,0.00041843823,0.00004212833,0.00006470648,0.076241545],"genre_scores_gemma":[0.95995903,0.00014209561,0.0014153976,0.000568439,0.00023919254,0.00021882345,3.754423e-7,0.000014706374,0.03744197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98762226,0.009922195,0.0002282715,0.0003599963,0.0010083193,0.00085893075],"domain_scores_gemma":[0.99178666,0.00731214,0.000024366484,0.00023129908,0.000309442,0.00033609243],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0340064,0.00009896305,0.00019036519,0.00036732072,0.00076642516,0.00012559358,0.00020711047,0.0001350856,0.0001767096],"category_scores_gemma":[0.011498531,0.00007010295,0.000016299275,0.0007327092,0.0015089841,0.00021522523,0.00010788335,0.00027057336,0.000048407153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057274243,0.00004095117,0.0004889068,0.000022586268,0.0000072439034,0.0000026733503,0.28039226,1.9707991e-7,0.00061439874,0.7077782,0.0011894574,0.009405801],"study_design_scores_gemma":[0.00019461852,0.00034019348,0.0026964233,0.00007336653,5.6228293e-7,2.1524154e-7,0.37600052,2.9219672e-7,0.00020290645,0.5204751,0.09987983,0.00013596985],"about_ca_topic_score_codex":0.005928588,"about_ca_topic_score_gemma":0.019902056,"teacher_disagreement_score":0.18730316,"about_ca_system_score_codex":0.00061687146,"about_ca_system_score_gemma":0.00031831977,"threshold_uncertainty_score":0.9979822},"labels":[],"label_agreement":null},{"id":"W2338843105","doi":"10.1177/1077800416643997","title":"Exploring the Purposes of Fictionalization in Narrative Inquiry","year":2016,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":60,"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; University of Saskatchewan; University of Alberta","funders":"","keywords":"Narrative; Context (archaeology); Anonymity; Narrative inquiry; Sociology; Epistemology; Computer science; Philosophy; Linguistics; Computer security","score_opus":0.7501484442789946,"score_gpt":0.6035688788541129,"score_spread":0.1465795654248817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338843105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92937964,0.00024872937,0.04204437,0.023169938,0.0008860335,0.0005030098,0.000015634256,0.000041996165,0.0037106206],"genre_scores_gemma":[0.99590695,0.0007753202,0.001851927,0.00012845671,0.00038408083,0.00019901336,0.0000026876871,0.000013578281,0.0007379703],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98468906,0.0134119615,0.00046367553,0.00025064012,0.00082465354,0.00035998525],"domain_scores_gemma":[0.98429483,0.01467809,0.00019747605,0.00017839634,0.00056842034,0.00008279933],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.017677022,0.00011688663,0.00022536791,0.00019587712,0.0004144647,0.00002687342,0.00029152317,0.00007382279,0.00019454901],"category_scores_gemma":[0.01433857,0.000068418434,0.00007898799,0.0008520893,0.004420407,0.0008811328,0.000060214585,0.00019929494,0.00002243198],"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":[0.000031922667,0.00003052929,0.00025917983,0.000013325658,0.000015086864,6.6411525e-7,0.633293,0.0000038101518,0.00060579606,0.3593066,0.0002928073,0.0061473013],"study_design_scores_gemma":[0.000252114,0.00008436283,0.004407412,0.00017669662,0.0000027979918,1.1162158e-7,0.8743249,0.0000023894488,0.0008479304,0.11200987,0.007780895,0.00011049334],"about_ca_topic_score_codex":0.0009339469,"about_ca_topic_score_gemma":0.00086347805,"teacher_disagreement_score":0.24729675,"about_ca_system_score_codex":0.00020685022,"about_ca_system_score_gemma":0.0003318112,"threshold_uncertainty_score":0.998289},"labels":[],"label_agreement":null},{"id":"W2341372438","doi":"10.5840/cpsem20026","title":"Content, Situation and Overall Context","year":2002,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Context (archaeology); Computer science; Geography; Archaeology","score_opus":0.38844666631674885,"score_gpt":0.46526128740767586,"score_spread":0.07681462109092702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341372438","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":[0.00007669371,0.0017743324,0.0013321107,0.007339529,0.00024309874,0.00031075467,0.00004387426,0.000042786793,0.9888368],"genre_scores_gemma":[0.0036453563,0.014495216,0.0021965157,0.0008430049,0.00043755447,0.0000016097263,0.000014343396,0.00003012592,0.9783363],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824125,0.000391934,0.00023214836,0.00023984477,0.0006245428,0.00027025794],"domain_scores_gemma":[0.9975274,0.001633525,0.00014758992,0.00015060253,0.00034956398,0.00019130736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027062995,0.00015764355,0.0002836173,0.000072051145,0.0003400061,0.00010041588,0.00013601247,0.00047111916,0.0007395151],"category_scores_gemma":[0.0017616337,0.00015334442,0.00007942805,0.00001999342,0.0010684506,0.000090349524,0.00005615369,0.00060689,0.00011902534],"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":[0.0000041630997,0.0000054896723,0.00001804064,0.00003417064,0.000032766922,0.0000053659023,0.009816981,1.6304352e-7,0.000007940672,0.9613513,0.0064042346,0.02231943],"study_design_scores_gemma":[0.00013370592,0.00004186114,0.000027630525,0.00013070898,0.000021484302,4.3764877e-7,0.0012062356,0.00003302716,0.0000033029678,0.30021587,0.6980108,0.0001749183],"about_ca_topic_score_codex":0.00040964643,"about_ca_topic_score_gemma":0.00064535346,"teacher_disagreement_score":0.6916066,"about_ca_system_score_codex":0.00013094432,"about_ca_system_score_gemma":0.00013402918,"threshold_uncertainty_score":0.80971724},"labels":[],"label_agreement":null},{"id":"W2341423097","doi":"10.26522/ssj.v9i2.1342","title":"Guest Editors' Introduction II: Reflections on Scholarship and Activism In Canada and Ireland","year":2016,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Western University","funders":"","keywords":"Scholarship; Media studies; Political science; Sociology; Law","score_opus":0.29218430236418336,"score_gpt":0.5636470262565031,"score_spread":0.27146272389231973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341423097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84847504,0.00082978065,0.000045604,0.12244402,0.016635355,0.0003304793,0.000018856756,0.000026201791,0.011194648],"genre_scores_gemma":[0.9711871,0.0046581742,0.00024962638,0.00015427516,0.022982711,0.000027332702,2.853629e-7,0.000007035298,0.00073346857],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976462,0.001392306,0.00013326119,0.00021285328,0.00033810988,0.00027724562],"domain_scores_gemma":[0.9970918,0.00262559,0.000042836542,0.00004541949,0.00013665372,0.000057677153],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0034686353,0.00007359525,0.00015672324,0.00007156144,0.0013007139,0.000019154404,0.000055249,0.00007658786,0.000004684866],"category_scores_gemma":[0.011890956,0.000057107136,0.000009328691,0.00030870183,0.000984989,0.00018637849,0.000076746896,0.00034629327,7.713738e-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":[0.00034972042,0.0001720021,0.02786665,0.0003921561,0.00016942459,0.00003683805,0.520941,0.0000017373682,0.001087675,0.23971546,0.13485333,0.07441398],"study_design_scores_gemma":[0.0011276078,0.00020906275,0.06460956,0.00024972035,0.000057323366,8.792441e-7,0.4523096,8.487119e-7,0.00007281054,0.061115026,0.41986802,0.0003795497],"about_ca_topic_score_codex":0.33765957,"about_ca_topic_score_gemma":0.95092237,"teacher_disagreement_score":0.61326283,"about_ca_system_score_codex":0.0009083391,"about_ca_system_score_gemma":0.00045991907,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W2341869527","doi":"10.1111/gec3.12262","title":"Practicing Collective Biography","year":2016,"lang":"en","type":"article","venue":"Geography Compass","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":31,"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 Allison University; University of Victoria; University of Guelph","funders":"","keywords":"Biography; Collective memory; Sociology; Set (abstract data type); History; Political science; Computer science; Law; Art history","score_opus":0.1389578728501671,"score_gpt":0.4799425823185008,"score_spread":0.3409847094683337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341869527","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":[0.14573953,0.0015054571,0.14741386,0.12756371,0.0014864267,0.0014751403,0.00010241778,0.0007047246,0.5740087],"genre_scores_gemma":[0.9862161,0.000618531,0.011520177,0.00027262827,0.00024907428,0.00005477486,9.3885836e-7,0.000014030282,0.0010537223],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956446,0.0026518127,0.00017599261,0.00027322536,0.0006751956,0.00057915563],"domain_scores_gemma":[0.99509525,0.003960886,0.000099684905,0.00018916045,0.00041119955,0.0002438148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053010597,0.00010786532,0.00017830273,0.00048092712,0.0010106078,0.00009939997,0.00027981985,0.000101555175,0.0002906899],"category_scores_gemma":[0.0015765871,0.00007366932,0.0002189946,0.0017589475,0.0016538269,0.0003038705,0.00004794179,0.00019903165,0.00006398533],"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":[0.00014218707,0.00026731985,0.23875716,0.000026552023,0.00038395388,0.000017247674,0.031197302,7.1945954e-7,0.002576319,0.6001162,0.022583667,0.103931405],"study_design_scores_gemma":[0.0007237613,0.00018682292,0.09147339,0.00011028932,0.000024740646,7.5120425e-7,0.01128066,0.000004071254,0.0006090596,0.28665078,0.6085522,0.00038345944],"about_ca_topic_score_codex":0.001791931,"about_ca_topic_score_gemma":0.0005443774,"teacher_disagreement_score":0.84047663,"about_ca_system_score_codex":0.000068065674,"about_ca_system_score_gemma":0.00028463927,"threshold_uncertainty_score":0.777288},"labels":[],"label_agreement":null},{"id":"W2342854225","doi":"10.1177/1609406915618123","title":"The Less Said, the Better","year":2015,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":58,"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":"Silence; Collectivism; Individualism; Construct (python library); Qualitative research; Reflexivity; Psychology; Sociology; Social psychology; Epistemology; Social science; Aesthetics; Political science; Computer science","score_opus":0.8956077596462841,"score_gpt":0.7660599764589624,"score_spread":0.12954778318732174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342854225","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0108550675,0.0020172882,0.6200912,0.33847013,0.003770224,0.00016124957,0.0000096819185,0.000011267819,0.024613854],"genre_scores_gemma":[0.073233694,0.0013984352,0.9079422,0.004895858,0.0048601194,0.000027474951,0.0000018145164,0.00003715307,0.007603269],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9337974,0.06281835,0.0006587796,0.00011529342,0.0023055,0.00030465302],"domain_scores_gemma":[0.9577375,0.03680447,0.00059667934,0.00014410669,0.0044973698,0.00021988484],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.18359447,0.00010294591,0.00019997584,0.0001072176,0.0005737161,0.00034255043,0.0015137977,0.00007215311,0.0000395431],"category_scores_gemma":[0.048578333,0.000051051586,0.00020699324,0.00027088492,0.0024037233,0.00036314403,0.00011547281,0.00075662765,0.000016013406],"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":[0.000121973615,0.00002611377,0.00006669565,0.0000013278553,0.00022300558,0.000009276242,0.38771746,0.0000067753294,0.00009274636,0.37696385,0.007013891,0.22775689],"study_design_scores_gemma":[0.00019825583,0.00005483134,0.00008773898,0.000015430127,0.000007282114,0.000004786067,0.25867942,0.000014216949,0.00014378561,0.3411479,0.39959982,0.000046544053],"about_ca_topic_score_codex":0.0004663567,"about_ca_topic_score_gemma":0.00019582146,"teacher_disagreement_score":0.39258593,"about_ca_system_score_codex":0.00028505592,"about_ca_system_score_gemma":0.0007374937,"threshold_uncertainty_score":0.9594359},"labels":[],"label_agreement":null},{"id":"W2348358924","doi":"10.1177/0891241616646825","title":"Surrogate Ethnography: Fieldwork, the Academy, and Resisting the IRB","year":2016,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":15,"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":"Ethnography; Autoethnography; Sociology; Sadomasochism; Power (physics); Context (archaeology); Participant observation; Resistance (ecology); Prison; Public relations; Social science; Criminology; Gender studies; Political science; Anthropology; History","score_opus":0.3141253212414032,"score_gpt":0.4949470201548159,"score_spread":0.1808216989134127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348358924","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":[0.20111978,0.027200937,0.003218901,0.7410654,0.0006107054,0.00045453434,0.000011943485,0.000041060553,0.026276754],"genre_scores_gemma":[0.99157643,0.004849529,0.00093534007,0.0016680659,0.000530486,0.000005674379,1.0102733e-7,0.000011755606,0.00042259658],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909313,0.0069682193,0.0005701318,0.00015007192,0.0010037739,0.00037651393],"domain_scores_gemma":[0.9851793,0.013475916,0.0005737846,0.000177219,0.00037919043,0.00021459995],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0354614,0.00013648151,0.0002698007,0.00024767133,0.0014079111,0.00015062651,0.000714607,0.00020352418,0.0000310627],"category_scores_gemma":[0.0035426596,0.00005579956,0.0003494587,0.00085900037,0.0036900134,0.0005504898,0.00008637424,0.0011610356,0.0000018661844],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007527459,0.000121586476,0.07373469,0.00009653429,0.0009838523,0.00007013605,0.42681903,8.3411726e-7,0.0022139382,0.17968406,0.107114874,0.20840771],"study_design_scores_gemma":[0.0007945995,0.00023394542,0.010360001,0.0004754659,0.000039938026,0.000008219056,0.112479195,0.0000018269385,0.00021029174,0.19063887,0.68453777,0.00021985575],"about_ca_topic_score_codex":0.0002787251,"about_ca_topic_score_gemma":0.000103874,"teacher_disagreement_score":0.79045665,"about_ca_system_score_codex":0.000013643845,"about_ca_system_score_gemma":0.0002854527,"threshold_uncertainty_score":0.9998921},"labels":[],"label_agreement":null},{"id":"W2353251436","doi":"10.1177/160940691000900201","title":"Negotiating Transcription as a Relative Insider: Implications for Rigor","year":2010,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":59,"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":"Transcription (linguistics); Negotiation; Compromise; Insider; Psychology; Political science; Sociology; Linguistics; Social science; Law","score_opus":0.7682925985507995,"score_gpt":0.7492222345320905,"score_spread":0.019070364018708985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353251436","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015706718,0.00022410347,0.9141556,0.0589061,0.0023577514,0.00033540124,0.00006225412,0.000019308749,0.008232757],"genre_scores_gemma":[0.114342056,0.00016890599,0.8831402,0.0004390445,0.0010468041,0.00004720615,0.000006687573,0.00002023095,0.00078888866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.984981,0.012778653,0.0008771415,0.0002095065,0.00084206957,0.00031160304],"domain_scores_gemma":[0.96727437,0.025762985,0.00086408027,0.00012091012,0.0057297754,0.00024788192],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.057556808,0.00013797199,0.00031191253,0.00037980758,0.00048773433,0.00020278539,0.0006373458,0.0001787877,0.00014012402],"category_scores_gemma":[0.062079955,0.00012211679,0.00032467197,0.0003058285,0.0009961536,0.0009975153,0.000031380994,0.00096340635,0.000006553758],"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":[0.00010501082,0.0000668626,0.000048553193,0.00000575634,0.0001906514,0.0000012346908,0.2012052,0.000008618361,0.0316983,0.7155754,0.00028465685,0.050809745],"study_design_scores_gemma":[0.00062875275,0.00020210656,0.0005502326,0.000036982514,0.000031945663,0.000011306481,0.07474919,0.00006935317,0.0012915592,0.7976335,0.124656804,0.00013823624],"about_ca_topic_score_codex":0.00042774185,"about_ca_topic_score_gemma":0.00016126632,"teacher_disagreement_score":0.126456,"about_ca_system_score_codex":0.0001791498,"about_ca_system_score_gemma":0.0008708892,"threshold_uncertainty_score":0.9704436},"labels":[],"label_agreement":null},{"id":"W2362939265","doi":"10.29173/cais414","title":"Quantitative \"Versus\" Qualitative Research: The Wrong Question","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":51,"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":"Sociology; Reading (process); Contrast (vision); Humanities; Epistemology; Philosophy; Linguistics; Computer science; Artificial intelligence","score_opus":0.37179166462889374,"score_gpt":0.5267914169247772,"score_spread":0.15499975229588342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2362939265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76033986,0.0027561893,0.00021245467,0.17812005,0.00084714347,0.0015276232,0.00025087228,0.00003497872,0.055910848],"genre_scores_gemma":[0.980812,0.0023550126,0.0054293564,0.00018155274,0.00031651658,0.00016747972,0.0000032008084,0.000039559334,0.010695316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9884991,0.0059504467,0.00096133957,0.0005811052,0.0026759456,0.0013320793],"domain_scores_gemma":[0.5053827,0.03993243,0.0031403385,0.00083044724,0.44974563,0.0009684475],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.03550935,0.00039726135,0.00072281307,0.00026704225,0.0012981049,0.004139841,0.0032280963,0.00048538364,0.00031984385],"category_scores_gemma":[0.2938746,0.00026774226,0.00035848486,0.0022096275,0.01710054,0.0150875235,0.0010314601,0.0019971675,0.00008041306],"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":[0.00018621993,0.00011524823,0.000774674,0.00029966675,0.0001393017,3.113326e-7,0.449815,0.0000014659142,0.0016421904,0.5320692,0.008542888,0.006413818],"study_design_scores_gemma":[0.0004907025,0.0011766206,0.0056699933,0.0009294048,0.00007478922,0.0000018810609,0.5803436,0.00039869087,0.0025576944,0.32273242,0.08530685,0.00031736997],"about_ca_topic_score_codex":0.021916006,"about_ca_topic_score_gemma":0.00060275657,"teacher_disagreement_score":0.4831164,"about_ca_system_score_codex":0.0003630355,"about_ca_system_score_gemma":0.001519113,"threshold_uncertainty_score":0.99997747},"labels":[],"label_agreement":null},{"id":"W2381721363","doi":"10.1177/1363459315615395","title":"From sick role to narrative subject: An analytic memoir","year":2015,"lang":"en","type":"article","venue":"Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":42,"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":"Memoir; Subject (documents); Narrative; Psychoanalysis; Epistemology; Psychology; Literature; History; Philosophy; Art; Computer science; World Wide Web","score_opus":0.30811985306946893,"score_gpt":0.6300006295496217,"score_spread":0.32188077648015273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381721363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73785657,0.0026721896,0.004101719,0.25178316,0.0014240108,0.0019046868,0.00003486509,0.000020437841,0.0002023619],"genre_scores_gemma":[0.99479234,0.00023829473,0.0004077465,0.0013555984,0.002958506,0.00006513537,0.000008388896,0.000021236845,0.00015277983],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99047184,0.0063546244,0.000982318,0.0003248616,0.0011210958,0.0007452448],"domain_scores_gemma":[0.99542505,0.0013669315,0.0006361377,0.00017910186,0.0007622032,0.0016305996],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.033845928,0.00018533992,0.00087787217,0.00017110609,0.017075352,0.00005754304,0.0004526593,0.00008614668,0.000040484905],"category_scores_gemma":[0.0011203651,0.00011680269,0.0000707741,0.00044156512,0.0009018121,0.0002751385,0.00016514209,0.0006513314,7.339282e-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":[0.0005758018,0.00036380277,0.00024092192,0.000043926575,0.000055116903,0.0000015192738,0.88032764,0.000009742104,0.0000015925881,0.001719771,0.0037608026,0.112899385],"study_design_scores_gemma":[0.0014993403,0.0126058,0.0034327002,0.00013767376,0.000022132153,0.000002024549,0.9199154,0.00014949832,4.4411172e-7,0.056762785,0.0053561586,0.00011605136],"about_ca_topic_score_codex":0.052683264,"about_ca_topic_score_gemma":0.04671371,"teacher_disagreement_score":0.25693575,"about_ca_system_score_codex":0.0004418663,"about_ca_system_score_gemma":0.0018161557,"threshold_uncertainty_score":0.9948589},"labels":[],"label_agreement":null},{"id":"W2392284092","doi":"10.1177/1468794115619002","title":"Queer de-participation: reframing the co-production of scholarly knowledge","year":2015,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":25,"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":"Cognitive reframing; Queer; Participatory action research; Sociology; Context (archaeology); Power (physics); Narrative; Citizen journalism; Politics; Action research; Gender studies; Knowledge production; Unpacking; Feminism; Public relations; Political science; Pedagogy; Law; Social psychology; Psychology","score_opus":0.8154885795801954,"score_gpt":0.7488891148639437,"score_spread":0.06659946471625167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2392284092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54551643,0.0043240297,0.016140549,0.11493661,0.0006084171,0.0016368768,0.000025368294,0.00010250616,0.31670922],"genre_scores_gemma":[0.9753222,0.0002674999,0.008046476,0.000049587466,0.00055174663,0.00014527202,0.000004105528,0.000019640545,0.0155934775],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91691536,0.07866738,0.000411626,0.00032987827,0.0028328686,0.0008428629],"domain_scores_gemma":[0.97596246,0.016105574,0.00011469061,0.00037404176,0.0070343805,0.0004088279],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.23902053,0.000094558585,0.000204459,0.0002709305,0.0013060304,0.00028426803,0.0005630936,0.00015951718,0.00010101835],"category_scores_gemma":[0.12902695,0.000069534464,0.000069564325,0.0018091998,0.0053568007,0.0009276061,0.00010862702,0.0013276107,0.0001946784],"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":[0.000051488692,0.00006928646,0.00026672956,0.000031656647,0.000022353148,7.501761e-7,0.6275839,0.000002877321,0.00081616757,0.35719255,0.008055472,0.0059067816],"study_design_scores_gemma":[0.00017330312,0.0002158546,0.00050988107,0.000053606647,0.000004097148,2.3694197e-7,0.68039435,0.00003422867,0.0025151158,0.19504055,0.1209698,0.00008897176],"about_ca_topic_score_codex":0.004380011,"about_ca_topic_score_gemma":0.00096503965,"teacher_disagreement_score":0.4298058,"about_ca_system_score_codex":0.00058637484,"about_ca_system_score_gemma":0.002681965,"threshold_uncertainty_score":0.99999416},"labels":[],"label_agreement":null},{"id":"W2398623406","doi":"","title":"“If it is a tear let it be a tear, not a laceration” : form J88 as evidence in prosecution of violence against women in South Africa","year":2015,"lang":"en","type":"article","venue":"UpSpace Institutional Repository (University of Pretoria)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Prima facie; Documentation; Rules of evidence; Recall; Suicide prevention; Law; Psychology; Human factors and ergonomics; Poison control; Political science; Medicine; Medical emergency; Computer science","score_opus":0.18620029340843933,"score_gpt":0.3998120483157254,"score_spread":0.2136117549072861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398623406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96256495,0.00014972515,0.0014632313,0.009262177,0.00029610307,0.0005701891,0.000030630323,0.000023826964,0.02563917],"genre_scores_gemma":[0.99399155,0.00019858923,0.0030778036,0.00007809678,0.00009210903,0.000005670522,0.0000022868328,0.00000422323,0.002549655],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967007,0.0009954761,0.00024766635,0.00032367543,0.0013557705,0.0003766793],"domain_scores_gemma":[0.99809927,0.0005095296,0.00023369589,0.00019009675,0.0007170247,0.00025041186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006081795,0.00011358329,0.00026702267,0.00023445097,0.00043686855,0.000034869616,0.00038124213,0.00021783188,0.000029970539],"category_scores_gemma":[0.0039039573,0.00013740093,0.000075376534,0.0007155092,0.001423973,0.0010767236,0.00012751819,0.00034237414,0.0000081701655],"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":[0.00071633846,0.0001910474,0.00736467,0.0001251918,0.00003131371,0.000061280276,0.9337272,0.0007469869,0.0027260117,0.052636042,0.0013035086,0.0003704216],"study_design_scores_gemma":[0.0024791132,0.00075929443,0.007171675,0.0032057865,0.000029691397,0.0000037107236,0.87803996,0.0034937807,0.0010891517,0.019927435,0.083160736,0.0006396987],"about_ca_topic_score_codex":0.0053427652,"about_ca_topic_score_gemma":0.0016001179,"teacher_disagreement_score":0.08185723,"about_ca_system_score_codex":0.0016449228,"about_ca_system_score_gemma":0.004148911,"threshold_uncertainty_score":0.8076698},"labels":[],"label_agreement":null},{"id":"W2398638436","doi":"10.1080/14649365.2016.1180705","title":"Emotional and relational approaches to masculine knowledge","year":2016,"lang":"en","type":"article","venue":"Social & Cultural Geography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Privilege (computing); Normative; Sociology; Enlightenment; Humanism; Relational theory; Epistemology; Gender studies; Philosophy; Law; Political science","score_opus":0.5130871523218494,"score_gpt":0.48859636497190506,"score_spread":0.024490787349944365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398638436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5490678,0.0017901191,0.009427611,0.28907433,0.0005705853,0.0009671421,0.0001691494,0.00024884916,0.14868443],"genre_scores_gemma":[0.98017335,0.00032647766,0.012839183,0.00024324303,0.001573361,0.00005064859,0.000014875587,0.000011844312,0.004767046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977699,0.0010287389,0.00014586168,0.00024038789,0.0004732724,0.0003418745],"domain_scores_gemma":[0.99893045,0.0005255769,0.000038420145,0.000046353427,0.00024163266,0.00021755381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002416485,0.00009786784,0.0001313153,0.00009155975,0.001224825,0.0000715885,0.00012671805,0.0001382598,0.00019211194],"category_scores_gemma":[0.00075060496,0.00006189303,0.00014035265,0.000514553,0.0013021404,0.00027003797,0.00006703713,0.00014888722,0.000060650575],"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":[0.000017386488,0.000039288214,0.008651053,0.000009661187,0.000053014322,3.8233898e-7,0.04673057,1.3905508e-7,0.0001753549,0.88724625,0.0030249234,0.054051954],"study_design_scores_gemma":[0.00056299736,0.00007899664,0.32372776,0.000054816297,0.000016376816,5.5482843e-7,0.022922464,0.0000027860683,0.000023170494,0.15741208,0.494829,0.0003690055],"about_ca_topic_score_codex":0.00017517217,"about_ca_topic_score_gemma":0.000280935,"teacher_disagreement_score":0.7298342,"about_ca_system_score_codex":0.000045393066,"about_ca_system_score_gemma":0.00009208954,"threshold_uncertainty_score":0.9420488},"labels":[],"label_agreement":null},{"id":"W2399205183","doi":"10.5406/jamerfolk.129.512.0203","title":"Racism and Denial of Racism: Dealing with the Academy and the Field","year":2016,"lang":"en","type":"article","venue":"Journal of American Folklore","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Racism; Denial; Sociology; Multiculturalism; Objectivism; Diversity (politics); Context (archaeology); Gender studies; White (mutation); Media studies; Social psychology; Psychology; Law; Anthropology; Pedagogy; Political science; Psychoanalysis; History","score_opus":0.04536713732524077,"score_gpt":0.45312047086824475,"score_spread":0.40775333354300397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399205183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6477695,0.00096218206,0.010097627,0.3395455,0.000035528163,0.00011703295,0.000001963623,0.0000028426384,0.00146779],"genre_scores_gemma":[0.9922662,0.0028809607,0.0036408422,0.00087727915,0.00019021689,0.0000011668295,8.10228e-9,0.0000043551363,0.00013898005],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99791425,0.0012039485,0.00019005904,0.000062573155,0.00047744752,0.00015171769],"domain_scores_gemma":[0.99078685,0.008511267,0.00039464704,0.000051039722,0.00016342054,0.000092757444],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0066773477,0.000054701064,0.00021231709,0.00003864328,0.00027894994,0.000033353917,0.00019199474,0.00003551743,0.000018009465],"category_scores_gemma":[0.0024948358,0.000019008046,0.000049936665,0.00014520051,0.004213372,0.00012618265,0.000038000187,0.0003229292,2.7416866e-7],"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":[0.00149219,0.00001590618,0.0038754172,0.000015404063,0.0001801692,0.000010199642,0.075457595,0.0000011953719,0.0010260799,0.12730195,0.0015326581,0.7890912],"study_design_scores_gemma":[0.009665923,0.0044102683,0.050792675,0.0009780434,0.00042813647,0.00018001634,0.4192851,0.000045512057,0.0038101517,0.2498187,0.2599331,0.0006523475],"about_ca_topic_score_codex":0.00024986058,"about_ca_topic_score_gemma":0.00008327945,"teacher_disagreement_score":0.7884389,"about_ca_system_score_codex":0.000012024395,"about_ca_system_score_gemma":0.00010918658,"threshold_uncertainty_score":0.9984966},"labels":[],"label_agreement":null},{"id":"W2400951220","doi":"10.1093/bjsw/bcw052","title":"Researching Racism: The Colour of Face Value, Challenges and Opportunities","year":2016,"lang":"en","type":"article","venue":"The British Journal of Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociology; Racism; Value (mathematics); Face (sociological concept); Narrative; Politics; Power (physics); Epistemology; Social psychology; Social science; Gender studies; Psychology; Political science; Law","score_opus":0.37166916401025013,"score_gpt":0.4914965931437765,"score_spread":0.11982742913352634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2400951220","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":[0.34400147,0.042398337,0.0008546141,0.5839766,0.0002735639,0.0002789831,0.000018885386,0.0000119126025,0.028185586],"genre_scores_gemma":[0.8931175,0.10228927,0.00035653697,0.00015089224,0.0006012775,0.000002757076,5.5523746e-8,0.000009929192,0.0034718039],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99168104,0.0067355013,0.00028446558,0.00006798004,0.0009432571,0.00028775178],"domain_scores_gemma":[0.9929542,0.0061606155,0.0002783169,0.000059820486,0.0004442586,0.00010280227],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.029690214,0.000055386932,0.00020741227,0.00003145273,0.0026640105,0.00018606728,0.00047976433,0.000078944046,0.000050590712],"category_scores_gemma":[0.00431897,0.000030889063,0.00009947946,0.00015499808,0.0033781964,0.00019799436,0.00009937765,0.00050977524,0.000001451679],"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":[0.00005715971,0.000017937173,0.000016581498,0.000013055791,0.000056661396,0.00002242752,0.09889831,2.0789132e-7,0.000056327157,0.20283604,0.0021821978,0.6958431],"study_design_scores_gemma":[0.00054367475,0.00016670689,0.01597224,0.0010209397,0.000032228454,0.000039575785,0.4113503,5.2016804e-7,0.000053897093,0.46180168,0.108880535,0.0001377047],"about_ca_topic_score_codex":0.00021741996,"about_ca_topic_score_gemma":0.00016875268,"teacher_disagreement_score":0.6957054,"about_ca_system_score_codex":0.00004296245,"about_ca_system_score_gemma":0.00031933142,"threshold_uncertainty_score":0.99933404},"labels":[],"label_agreement":null},{"id":"W2411519195","doi":"10.1177/1473325016652674","title":"Indigenous knowledge? Listening for the drumbeat and searching for how I know","year":2016,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Wilfrid Laurier University","funders":"","keywords":"Reflexivity; Active listening; Meaning (existential); Indigenous; Epistemology; Perspective (graphical); Sociology; Need to know; Qualitative research; Psychology; Social science; Philosophy; Communication","score_opus":0.29611176677443884,"score_gpt":0.5850645537221478,"score_spread":0.288952786947709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411519195","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03090756,0.0064202603,0.6324302,0.31813753,0.0007881466,0.004403508,0.0003125006,0.0001601045,0.0064402074],"genre_scores_gemma":[0.8390125,0.0012851107,0.062503725,0.00054417213,0.0046988325,0.0020746589,0.000013335702,0.00013380959,0.089733854],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9921,0.006139415,0.00020803302,0.00033103893,0.00043026815,0.0007912266],"domain_scores_gemma":[0.93822163,0.060726743,0.00013242339,0.00010033161,0.0006632835,0.00015556891],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.024894008,0.00015707804,0.00028610378,0.00006767327,0.0065626716,0.00025720624,0.00031730166,0.00017711583,0.00001981164],"category_scores_gemma":[0.015460087,0.00009517588,0.00020016551,0.00051708514,0.0025519126,0.00023164369,0.00007956797,0.00025251956,0.000008185406],"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":[0.00006942289,0.000014467573,0.000045404868,0.00003560067,0.00005848845,1.1052237e-7,0.55138254,3.796998e-8,0.000070993265,0.24128732,0.0023038448,0.20473176],"study_design_scores_gemma":[0.0005579056,0.00012910893,0.00028147452,0.000095869706,0.000023277647,4.8778322e-8,0.41143477,0.0000040352534,0.000041154148,0.22296329,0.364271,0.00019806948],"about_ca_topic_score_codex":0.00016238389,"about_ca_topic_score_gemma":0.0005444164,"teacher_disagreement_score":0.80810493,"about_ca_system_score_codex":0.00019711607,"about_ca_system_score_gemma":0.0004118056,"threshold_uncertainty_score":0.99473065},"labels":[],"label_agreement":null},{"id":"W2412608929","doi":"","title":"Validity in hermeneutic phenomenological inquiry: towards an ethics of evaluation.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Epistemology; Interpretative phenomenological analysis; Hermeneutics; Set (abstract data type); Process (computing); Hermeneutic phenomenology; Phenomenology (philosophy); Psychology; Qualitative research; Sociology; Lived experience; Social science; Philosophy; Psychotherapist; Computer science","score_opus":0.7238356124071924,"score_gpt":0.5986268792684107,"score_spread":0.12520873313878167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412608929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9336728,0.00012239942,0.0022235373,0.0076381033,0.00029799092,0.0009746461,0.000003777061,0.000032757045,0.055033986],"genre_scores_gemma":[0.99723446,0.000124926,0.0019677358,0.00020230122,0.00017321204,0.0001966265,0.0000024651972,0.0000051009583,0.000093155],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9876528,0.0095806215,0.00033799442,0.00023675295,0.0015495972,0.0006422297],"domain_scores_gemma":[0.9964303,0.0026579695,0.000085837564,0.00015536133,0.00045449488,0.00021603852],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.144063,0.000068003385,0.00017247636,0.00013017314,0.0001881559,0.000028792962,0.00022285244,0.0002843178,0.000091019414],"category_scores_gemma":[0.023379337,0.000060426326,0.00003870555,0.0005920522,0.0013426498,0.00018421603,0.000051516683,0.0006399372,0.0000026644086],"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":[0.00006617566,0.0002899545,0.006286559,0.000036949903,0.000011153507,0.0000055330406,0.21672359,0.000017520824,0.000044980876,0.21729486,0.000027049917,0.5591957],"study_design_scores_gemma":[0.00037764525,0.000073795265,0.55473775,0.000006784935,0.000009438842,1.8775827e-7,0.04823682,0.000049107915,0.00022798532,0.39263523,0.0035126347,0.00013261593],"about_ca_topic_score_codex":0.0012255908,"about_ca_topic_score_gemma":0.0031934478,"teacher_disagreement_score":0.5590631,"about_ca_system_score_codex":0.00030236636,"about_ca_system_score_gemma":0.00050616637,"threshold_uncertainty_score":0.9848471},"labels":[],"label_agreement":null},{"id":"W2413418862","doi":"","title":"Not innocent: relationships between knowers and knowledge.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":21,"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":"Epistemology; Value (mathematics); Power (physics); Sociology; Psychology; Mathematics; Philosophy","score_opus":0.39695928304023603,"score_gpt":0.47840168439078457,"score_spread":0.08144240135054853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413418862","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":[0.30981684,0.0008597473,0.00024112205,0.025497751,0.000115751434,0.0007153111,0.00001712634,0.00010099764,0.6626353],"genre_scores_gemma":[0.97603023,0.00065152976,0.00085619296,0.000063614876,0.00028594772,0.00017026528,0.0000024809244,0.0000076102565,0.02193215],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638414,0.0026289828,0.00013924725,0.00016422101,0.00028042812,0.00040296366],"domain_scores_gemma":[0.99734885,0.0021601298,0.000024082497,0.000088921435,0.00008842549,0.0002895956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011075511,0.000058301983,0.00010565709,0.000066040346,0.0007095102,0.00008229976,0.0001244487,0.000119040255,0.00017297985],"category_scores_gemma":[0.0031824405,0.00005505351,0.000027253584,0.0003887498,0.0007403542,0.00018245596,0.000023746927,0.000374767,0.000080043246],"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":[0.0000067181554,0.000012499828,0.010495994,0.0000083829145,0.000011144533,4.4926847e-7,0.021408215,1.6455847e-7,3.296213e-7,0.05074667,0.00080624287,0.9165032],"study_design_scores_gemma":[0.000120957855,0.0000048284055,0.4696491,0.0000041857734,0.0000057470734,7.071267e-8,0.0023065067,0.0000025068716,0.000009858434,0.022020096,0.50579834,0.000077779136],"about_ca_topic_score_codex":0.0003056116,"about_ca_topic_score_gemma":0.000296347,"teacher_disagreement_score":0.9164254,"about_ca_system_score_codex":0.0000662134,"about_ca_system_score_gemma":0.000100737714,"threshold_uncertainty_score":0.545705},"labels":[],"label_agreement":null},{"id":"W2413678367","doi":"10.7748/nr2005.07.13.1.43.c5999","title":"The narrative research trail: values of ambiguity and relationships","year":2005,"lang":"en","type":"review","venue":"Nurse Researcher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ambiguity; Narrative; Conversation; Experiential learning; Narrative inquiry; Psychology; Function (biology); Participant observation; Health care; Nursing research; Nursing; Sociology; Pedagogy; Medicine; Linguistics; Social science; Political science; Philosophy","score_opus":0.84475404186145,"score_gpt":0.721821822974179,"score_spread":0.12293221888727102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413678367","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":[0.000013496566,0.9234602,0.000016651533,0.00570202,0.000066524975,0.0014356752,0.00003816348,0.000023632927,0.069243625],"genre_scores_gemma":[0.00005103022,0.9686418,0.0008946879,0.0000036578874,0.00048320097,0.00022225418,0.000008592053,0.000044618562,0.02965015],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9073208,0.086289644,0.0007377459,0.0005729272,0.0037938755,0.0012850366],"domain_scores_gemma":[0.94872296,0.04810347,0.00022958944,0.0006179932,0.0018353657,0.000490609],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14379379,0.00024903793,0.00092843984,0.00044094326,0.0046794023,0.00034911447,0.0011316803,0.0007829511,0.00020886325],"category_scores_gemma":[0.058521044,0.0001576923,0.0003040827,0.0019619528,0.014629375,0.00023255195,0.00021392175,0.0057058935,0.00007132395],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012937211,0.000044227974,0.0000031698416,0.0010103395,0.000083798,0.000002883074,0.05435428,3.357344e-8,1.6085856e-7,0.133049,0.004333749,0.8071054],"study_design_scores_gemma":[0.00007494426,0.00007294151,0.000029909512,0.0020659599,0.000028505465,0.0000011183256,0.06956933,0.0000027389153,2.8926698e-7,0.036801733,0.89121187,0.0001406438],"about_ca_topic_score_codex":0.0016220266,"about_ca_topic_score_gemma":0.002383318,"teacher_disagreement_score":0.88687813,"about_ca_system_score_codex":0.00052680034,"about_ca_system_score_gemma":0.0043411897,"threshold_uncertainty_score":0.99661636},"labels":[],"label_agreement":null},{"id":"W2434850941","doi":"10.55016/ojs/ajer.v52i4.55168","title":"Editorial: A New Paradigm?","year":2006,"lang":"en","type":"editorial","venue":"Alberta Journal of Educational Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Mathematics education; Epistemology; Cognitive science; Philosophy","score_opus":0.22267120127569298,"score_gpt":0.6016186513397483,"score_spread":0.3789474500640554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2434850941","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":[0.000022682201,0.0017085074,0.000017240762,0.05412433,0.8485884,0.00021653941,0.000018654908,7.854528e-7,0.09530284],"genre_scores_gemma":[0.000012650811,0.0021463267,0.00076112786,0.00001447493,0.7477614,0.000010845342,0.00004375992,0.000036888174,0.24921252],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9794513,0.008083296,0.0009669642,0.00036256458,0.010051396,0.0010844824],"domain_scores_gemma":[0.6824157,0.30978578,0.0005234897,0.00028159507,0.006134998,0.00085842307],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.033185724,0.00023293054,0.000574231,0.0008905648,0.0010368234,0.00057946454,0.0017753976,0.0013108297,0.007407668],"category_scores_gemma":[0.44363123,0.00020737242,0.00033694477,0.0011259752,0.0017401119,0.0004830197,0.00012783977,0.0058349096,0.0005456244],"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":[0.00009315163,0.00017920457,0.000046457975,0.000054506334,0.000092797156,8.0899144e-7,0.004066724,0.0000019029953,0.0000038885573,0.073988,0.9211137,0.0003588226],"study_design_scores_gemma":[0.00028860028,0.00019563401,0.000019858619,0.00024980187,0.000026597318,8.4822517e-7,0.00071065733,2.9172554e-7,0.0000017176523,0.102266684,0.8960664,0.00017286785],"about_ca_topic_score_codex":0.09358583,"about_ca_topic_score_gemma":0.023677599,"teacher_disagreement_score":0.4104455,"about_ca_system_score_codex":0.0013041265,"about_ca_system_score_gemma":0.07361832,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W2439355662","doi":"10.1177/1473325016652679","title":"From diagnosis to research: My epistemological journey toward wholistic qualitative methods","year":2016,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Wilfrid Laurier University","funders":"","keywords":"Qualitative research; Epistemology; Sociology; Psychology; Social science","score_opus":0.8634735193724342,"score_gpt":0.7408337459798878,"score_spread":0.12263977339254639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2439355662","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050436936,0.0009032628,0.35463983,0.5444694,0.0012503259,0.0019045436,0.000888138,0.00030632992,0.045201227],"genre_scores_gemma":[0.6002942,0.00041483078,0.37236434,0.001970212,0.004604073,0.0016721605,0.000032641,0.00013504113,0.01851253],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8043089,0.18910289,0.00093738484,0.0010596844,0.0027429424,0.0018482402],"domain_scores_gemma":[0.8332105,0.16265228,0.00030794067,0.00036998925,0.0023544407,0.0011047997],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.13268252,0.00042333663,0.0010295135,0.000435555,0.0040471666,0.00035601636,0.0012376349,0.0006613542,0.00364792],"category_scores_gemma":[0.14814448,0.0003078235,0.0004410018,0.0042036385,0.008011047,0.00046881379,0.0004521481,0.0014288259,0.0015467406],"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":[0.00017446787,0.00009839595,0.000051306954,0.000012312497,0.00010254453,0.000009640354,0.57772076,9.0851806e-8,0.00015541051,0.3631816,0.017299995,0.041193463],"study_design_scores_gemma":[0.000261422,0.00016602442,0.00044260712,0.00013047544,0.000012144877,4.8374815e-8,0.41817096,1.11932266e-7,0.000104806255,0.4187711,0.16165617,0.00028411494],"about_ca_topic_score_codex":0.004581415,"about_ca_topic_score_gemma":0.0005603676,"teacher_disagreement_score":0.54985726,"about_ca_system_score_codex":0.001320442,"about_ca_system_score_gemma":0.0008338609,"threshold_uncertainty_score":0.9999374},"labels":[],"label_agreement":null},{"id":"W2462935343","doi":"10.1177/1473325016656528","title":"Thinking about research","year":2016,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Wilfrid Laurier University","funders":"","keywords":"Sociology; Psychology; Epistemology; Engineering ethics; Philosophy","score_opus":0.6226693122022045,"score_gpt":0.6886330358027797,"score_spread":0.06596372360057523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462935343","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":[0.03345628,0.0007639255,0.021274362,0.33336392,0.0005943513,0.00081857387,0.000045840894,0.00030212902,0.6093806],"genre_scores_gemma":[0.91478086,0.00042052,0.016143681,0.00066447735,0.002529098,0.00016669989,0.0000034154923,0.000060669492,0.06523059],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9528945,0.042248085,0.00034959696,0.00042027343,0.002890564,0.0011969783],"domain_scores_gemma":[0.97158235,0.026508104,0.00011223456,0.00017206733,0.0013640776,0.00026114218],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.08963959,0.00014232322,0.00028298338,0.00019851078,0.006232486,0.0002160887,0.0006902324,0.00029020052,0.0013115504],"category_scores_gemma":[0.022924477,0.00010174189,0.000164179,0.0024112368,0.006348717,0.0003541485,0.00016515836,0.00073811004,0.00093033974],"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":[0.000028827544,0.000020412148,0.0000954389,0.000005821668,0.000019641382,0.0000019469792,0.42601633,8.484343e-9,0.00009219516,0.53877765,0.0096371155,0.02530459],"study_design_scores_gemma":[0.00016067346,0.000033345346,0.0007503112,0.000077786994,0.000002032657,1.766676e-8,0.24077867,2.6999368e-8,0.000034558365,0.54788756,0.21015336,0.000121685654],"about_ca_topic_score_codex":0.00052237156,"about_ca_topic_score_gemma":0.00023503054,"teacher_disagreement_score":0.8813246,"about_ca_system_score_codex":0.00051540707,"about_ca_system_score_gemma":0.00059357064,"threshold_uncertainty_score":0.99984753},"labels":[],"label_agreement":null},{"id":"W2467106794","doi":"10.1177/1049732316657813","title":"Reflexivity and the “Acting Subject”","year":2016,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Reflexivity; Subject (documents); Action (physics); Temptation; Epistemology; Sociology; Commit; Qualitative research; Perspective (graphical); Psychology; Social psychology; Social science; Computer science","score_opus":0.8640079215845133,"score_gpt":0.7773273724631348,"score_spread":0.08668054912137857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2467106794","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":[0.015397921,0.0018116632,0.011810976,0.90922254,0.000120677716,0.0012496461,0.00002503923,0.00006619729,0.060295336],"genre_scores_gemma":[0.96104956,0.01022809,0.00881149,0.0024847398,0.0005526099,0.00029664367,0.0000012286132,0.00003509544,0.016540572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.826342,0.16838942,0.00045778468,0.00046786413,0.0026111326,0.0017317875],"domain_scores_gemma":[0.8456297,0.15141465,0.00016261043,0.00035185795,0.0014668598,0.00097434694],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.37170535,0.00010836492,0.00031704878,0.00020472232,0.0042766184,0.00014471654,0.0003858019,0.00011187373,0.00016011762],"category_scores_gemma":[0.14827985,0.000053990283,0.00006382328,0.00095841504,0.01234445,0.00030301354,0.00019248034,0.0010301451,0.00010879952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014806735,0.000013104889,0.000037424936,0.000041149764,0.000009231235,7.1132547e-7,0.3353162,5.464457e-9,0.000026411166,0.5747597,0.0019212954,0.08772668],"study_design_scores_gemma":[0.0008762333,0.00016722808,0.00021990297,0.00011913131,7.9060385e-7,2.7194534e-7,0.35551387,0.0000033197869,0.000029068584,0.4706723,0.17231512,0.00008275636],"about_ca_topic_score_codex":0.015011892,"about_ca_topic_score_gemma":0.0044574672,"teacher_disagreement_score":0.9456516,"about_ca_system_score_codex":0.0005301142,"about_ca_system_score_gemma":0.00278666,"threshold_uncertainty_score":0.99701965},"labels":[],"label_agreement":null},{"id":"W2477779734","doi":"10.1057/9780230522930_5","title":"Birth Matters: Learning from My Past — A Midwifery for the Future","year":2003,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Quarter (Canadian coin); Sociology; Psychology; Epistemology; History; Philosophy","score_opus":0.10112637384692691,"score_gpt":0.38550715707705024,"score_spread":0.28438078323012334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477779734","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":[0.000020258667,0.0063068485,0.007836878,0.015906524,0.0013199766,0.0017348041,0.00037410914,0.00013255022,0.9663681],"genre_scores_gemma":[0.46846238,0.014338841,0.029594757,0.023111409,0.030793445,0.0010481483,0.0004349128,0.000987688,0.43122843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99559635,0.0013612213,0.00046442632,0.00066435145,0.0010816418,0.0008319997],"domain_scores_gemma":[0.99241287,0.0060424963,0.00035768596,0.00050535175,0.00037996948,0.00030165663],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0049153925,0.0004905938,0.00060465594,0.00015356441,0.0017082251,0.00030327632,0.000735217,0.00075979583,0.0010747296],"category_scores_gemma":[0.0005064608,0.00036063447,0.000529298,0.00004021565,0.0015600023,0.0000016307829,0.00012665373,0.0015265745,0.000118124146],"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":[0.000055679982,3.4286123e-7,0.000058669746,0.000069155365,0.00026493432,0.00001209877,0.01599728,0.0000011253891,0.000021939146,0.94430906,0.00087671384,0.038332995],"study_design_scores_gemma":[0.00017038643,0.00004639361,0.00002401136,0.00009273167,0.000046180092,5.8197355e-7,0.006021858,0.0000037929856,0.00000664478,0.5435217,0.4497814,0.00028432356],"about_ca_topic_score_codex":0.0006985769,"about_ca_topic_score_gemma":0.0019419034,"teacher_disagreement_score":0.5351396,"about_ca_system_score_codex":0.00015709952,"about_ca_system_score_gemma":0.00032695482,"threshold_uncertainty_score":0.99988455},"labels":[],"label_agreement":null},{"id":"W2486536282","doi":"10.1017/cbo9781316036488.004","title":"Fieldwork and ethics","year":2001,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Engineering ethics; Sociology; Political science; Psychology; Engineering","score_opus":0.2392874394983848,"score_gpt":0.41291744806078307,"score_spread":0.17363000856239827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486536282","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":[0.000016444463,0.00036258355,0.0015443899,0.0011659523,0.00015160162,0.00025912392,0.00005586069,0.00007466331,0.99636936],"genre_scores_gemma":[0.00010189169,0.005744496,0.00066601427,0.00021559293,0.00024952585,3.3956127e-7,0.000006222611,0.000020927902,0.99299496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771386,0.0008548598,0.000121898964,0.00036407175,0.00059904775,0.00034623154],"domain_scores_gemma":[0.99687046,0.0021381632,0.00011451558,0.00024999076,0.00032288488,0.00030397228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00254012,0.000195101,0.00028253914,0.00011362627,0.0009947455,0.000086823144,0.00036466954,0.0010395371,0.00002607551],"category_scores_gemma":[0.00051292736,0.00022872657,0.0001164544,0.000011942373,0.0021051222,0.00007888008,0.00026167056,0.0019668848,0.00000883078],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025462254,0.0000026935315,0.00000201556,0.000057739402,0.00004797034,0.00012047506,0.0035923696,7.808327e-8,0.0000012660696,0.97580504,0.01565651,0.0046883896],"study_design_scores_gemma":[0.00014622248,0.00003027687,0.0000041382527,0.000149845,0.00004642107,0.0000013885035,0.0014685518,0.0000019626798,0.000004083137,0.0016768776,0.99621505,0.0002552162],"about_ca_topic_score_codex":0.00203164,"about_ca_topic_score_gemma":0.00013711363,"teacher_disagreement_score":0.9805585,"about_ca_system_score_codex":0.0001448512,"about_ca_system_score_gemma":0.00048396506,"threshold_uncertainty_score":0.9327199},"labels":[],"label_agreement":null},{"id":"W2497964143","doi":"10.1177/1077800415617204","title":"Teaching Qualitative Research as Transgressive Practices","year":2015,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":31,"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":"Transgressive; Context (archaeology); Qualitative research; Sociology; Set (abstract data type); Geopolitics; Social science; Epistemology; Mathematics education; Psychology; Political science; Computer science; Geography; Law","score_opus":0.9095245444927128,"score_gpt":0.7955283823060327,"score_spread":0.11399616218668007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497964143","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":[0.2681272,0.0028132112,0.02023209,0.1570735,0.0015249798,0.0019472401,0.000079271704,0.00039869436,0.5478038],"genre_scores_gemma":[0.9096804,0.0003795794,0.05417692,0.001390443,0.002691682,0.0004433969,0.00003810174,0.000110684385,0.031088749],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.80250144,0.19015375,0.0007018775,0.00080213824,0.004432726,0.0014080842],"domain_scores_gemma":[0.9172441,0.07564273,0.0007901266,0.0005305096,0.0044869487,0.0013055921],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.24790679,0.00031141588,0.00054966233,0.0005866706,0.0024493274,0.00041024847,0.0009772847,0.00040136583,0.00029856435],"category_scores_gemma":[0.21755089,0.0002837598,0.00017993941,0.0013731797,0.009922968,0.0018305138,0.00018752103,0.003045825,0.0011513979],"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":[0.00016224089,0.000119174365,0.0000072877483,0.00003374287,0.00006125982,0.000022018025,0.54716533,9.978029e-7,0.00012227413,0.4404709,0.008482028,0.0033527182],"study_design_scores_gemma":[0.00034890365,0.0003875904,0.000005232486,0.00007575762,0.000007688963,9.659676e-7,0.5221174,0.000006066348,0.00009046953,0.35869747,0.118052654,0.0002098205],"about_ca_topic_score_codex":0.034179524,"about_ca_topic_score_gemma":0.0017676068,"teacher_disagreement_score":0.6415532,"about_ca_system_score_codex":0.0007456648,"about_ca_system_score_gemma":0.0032477747,"threshold_uncertainty_score":0.99996144},"labels":[],"label_agreement":null},{"id":"W2499635074","doi":"10.1007/978-94-6300-214-1_2","title":"Planetary Praxis and Pedagogy","year":2015,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University","funders":"","keywords":"Praxis; Indigenous; Skepticism; Sociology; Ethnography; Discipline; Politics; Thematic analysis; Context (archaeology); Epistemology; Pedagogy; Qualitative research; Social science; Political science; Anthropology; Geography; Philosophy; Archaeology","score_opus":0.2579984851254372,"score_gpt":0.4855833566251125,"score_spread":0.22758487149967527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499635074","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":[0.000028003293,0.0014628792,0.000039054154,0.0044824276,0.0004498973,0.00039680614,0.00006850564,0.0001128046,0.9929596],"genre_scores_gemma":[0.00020195349,0.00022916555,0.002095531,0.0004197628,0.0008144719,0.000005573109,0.00004967307,0.000060972307,0.9961229],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963599,0.00094687013,0.00031494565,0.00052232266,0.0012873411,0.00056864304],"domain_scores_gemma":[0.9969955,0.0012379263,0.00018362726,0.00032878228,0.00058719027,0.0006669429],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0076115453,0.0003042482,0.00046492385,0.0002421977,0.0004624906,0.0004663041,0.0003064217,0.0009020399,0.0007144715],"category_scores_gemma":[0.0014237734,0.00029342307,0.00010731878,0.000022110678,0.0029188483,0.00021433673,0.0001496684,0.0012771381,0.00007640895],"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":[0.000028332173,0.0000032357018,0.0000060280336,0.00005209303,0.00008689594,0.00007100145,0.022564594,1.1736105e-7,0.0000017394567,0.76067066,0.14474824,0.07176706],"study_design_scores_gemma":[0.00012652812,0.00006740613,0.0000030981546,0.000045769928,0.000021063095,0.000004013479,0.002995012,0.0000013850592,3.648796e-7,0.2929329,0.70355713,0.00024535207],"about_ca_topic_score_codex":0.0028109958,"about_ca_topic_score_gemma":0.0044719065,"teacher_disagreement_score":0.55880886,"about_ca_system_score_codex":0.00016150645,"about_ca_system_score_gemma":0.0018931844,"threshold_uncertainty_score":0.9999518},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"grok","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"opus","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2505160771","doi":"10.1007/978-94-6300-573-9_13","title":"Where do We Go from Here? A Conclusion","year":2016,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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","funders":"","keywords":"Volume (thermodynamics); Media studies; Work (physics); Art history; History; Library science; Visual arts; Art; Sociology; Computer science; Engineering; Mechanical engineering; Physics","score_opus":0.12181162441096986,"score_gpt":0.4215154693943777,"score_spread":0.2997038449834078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2505160771","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":[0.000019074927,0.0050350474,0.00038333426,0.018297562,0.0011570882,0.0005802326,0.000269264,0.00020852766,0.97404987],"genre_scores_gemma":[0.00019752204,0.0025881215,0.0021370898,0.00037479386,0.0019960136,0.000014117597,0.000013460617,0.00012796311,0.9925509],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939603,0.0016961115,0.0005489513,0.00089359505,0.002033899,0.00086710043],"domain_scores_gemma":[0.9939536,0.0034670085,0.00039668332,0.00070109416,0.0008189029,0.0006627398],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005289846,0.00049828,0.0007053423,0.00024386148,0.0009882682,0.00093113765,0.00080421864,0.0015929402,0.0060175033],"category_scores_gemma":[0.0011901624,0.00040165833,0.00042360224,0.000040105413,0.0031089466,0.00035895992,0.00039601864,0.0015331147,0.00072394946],"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":[0.000043804834,0.000005779516,0.0000038125672,0.000045241602,0.00013783529,0.000067144494,0.020137949,2.4450719e-8,0.000069821595,0.67005116,0.09541901,0.21401842],"study_design_scores_gemma":[0.00022581514,0.00003489457,5.6853355e-7,0.00069034076,0.00002180124,4.7629223e-7,0.0025469975,4.2089658e-7,0.000006438042,0.41838357,0.5777582,0.00033047522],"about_ca_topic_score_codex":0.0017142564,"about_ca_topic_score_gemma":0.0043564704,"teacher_disagreement_score":0.48233917,"about_ca_system_score_codex":0.0005247272,"about_ca_system_score_gemma":0.0016000601,"threshold_uncertainty_score":0.99984354},"labels":[],"label_agreement":null},{"id":"W2507083595","doi":"10.1123/shr.44.1.6","title":"What Should I Reveal?: Expanding Researcher Reflexivity in Ethnographic Research","year":2013,"lang":"en","type":"article","venue":"Sport History Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"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 Ontario Institute of Technology","funders":"","keywords":"Ethnography; Reflexivity; Sociology; Anthropology","score_opus":0.8012567029059788,"score_gpt":0.6643554444023798,"score_spread":0.13690125850359902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507083595","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":[0.01463643,0.82200027,0.000018479206,0.060718738,0.0007696552,0.002966235,0.000001639024,0.000101686746,0.09878687],"genre_scores_gemma":[0.010515951,0.94265085,0.001670615,0.0025441546,0.00027123088,0.00071699475,0.000009003667,0.0000426138,0.04157858],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9855737,0.009299332,0.0006430752,0.0006052268,0.0026227983,0.0012558594],"domain_scores_gemma":[0.9960966,0.0015210779,0.00013671785,0.0006816183,0.0010324703,0.0005314764],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.10983704,0.00017373836,0.00059452525,0.00058165705,0.0006108634,0.00012103624,0.00078602857,0.0002793486,0.0045720926],"category_scores_gemma":[0.006099073,0.00015631173,0.00019256471,0.002089183,0.0031513765,0.0014946013,0.00017672728,0.0024976719,0.00055787043],"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":[0.000035777346,0.0003110257,0.007964323,0.008576677,0.000035608788,0.00011911958,0.062421408,1.6401233e-7,0.00047692738,0.10379923,0.576749,0.23951073],"study_design_scores_gemma":[0.00008708247,0.00004646026,0.0016765891,0.006038624,0.00000429964,4.7603584e-7,0.009026537,8.9464237e-7,0.000003807611,0.015298883,0.9676272,0.00018913284],"about_ca_topic_score_codex":0.015683858,"about_ca_topic_score_gemma":0.0044067604,"teacher_disagreement_score":0.3908782,"about_ca_system_score_codex":0.0020242855,"about_ca_system_score_gemma":0.0013934559,"threshold_uncertainty_score":0.9998036},"labels":[],"label_agreement":null},{"id":"W2514929786","doi":"10.1177/1473325016652678","title":"Walking the complexities between two worlds: A personal story of epistemological tensions in knowledge production","year":2016,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":20,"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":"Sociology; Indigenous; Knowledge production; Narrative; Autoethnography; Epistemology; Social worlds; Politics; Aesthetics; Gender studies; Social science; Philosophy; Political science","score_opus":0.482967784360955,"score_gpt":0.5845881682821696,"score_spread":0.10162038392121464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514929786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74899733,0.0012382943,0.0034162253,0.22228901,0.0005391516,0.00091435906,0.00007063844,0.00008371108,0.022451254],"genre_scores_gemma":[0.99288493,0.000034902347,0.0016207539,0.00005439506,0.0008586911,0.000051964827,0.000002238707,0.000011479267,0.004480623],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9603478,0.037883572,0.00036817044,0.00028538174,0.0006450172,0.0004700789],"domain_scores_gemma":[0.9731127,0.026002077,0.00020383287,0.000097319054,0.00050185726,0.000082187216],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03250564,0.00013197801,0.00037739534,0.00012072425,0.0020601724,0.000018696142,0.00026845257,0.00012765557,0.00015892478],"category_scores_gemma":[0.015167903,0.00007774513,0.00015603371,0.0012334947,0.0066424175,0.00015101355,0.00008323332,0.0006223842,0.000031581385],"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":[0.000039709666,0.000044545435,0.002252516,0.000015595584,0.000030103842,5.922873e-7,0.6852816,6.3527935e-8,0.00010150041,0.29014075,0.0013830342,0.020710034],"study_design_scores_gemma":[0.00027907317,0.00005721507,0.038125735,0.00020728972,0.000009159298,7.124001e-8,0.66276664,2.547508e-7,0.00002477369,0.28612825,0.012249728,0.00015180069],"about_ca_topic_score_codex":0.00042098778,"about_ca_topic_score_gemma":0.0012916675,"teacher_disagreement_score":0.2438876,"about_ca_system_score_codex":0.00033487636,"about_ca_system_score_gemma":0.0003450069,"threshold_uncertainty_score":0.999239},"labels":[],"label_agreement":null},{"id":"W2514945662","doi":"","title":"Unspeakable Things: Indigenous Research and Social Science. Révolutions, Contestations, Indignations","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":17,"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":"Indigenous; Colonialism; Dominance (genetics); Transformative learning; Politics; Environmental ethics; Sociology; Social research; Traditional knowledge; Political science; Social science; Law; Ecology","score_opus":0.1419682926161928,"score_gpt":0.5022705708539068,"score_spread":0.360302278237714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514945662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6585622,0.009833672,0.032793183,0.11259685,0.0005438307,0.0026955882,0.000019727477,0.00021385345,0.18274109],"genre_scores_gemma":[0.98479384,0.006061663,0.001698465,0.00015934253,0.00035235693,0.00004667674,0.0000026577934,0.000012756903,0.0068722544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99206173,0.0020664372,0.0002717754,0.0002478368,0.0017596914,0.003592517],"domain_scores_gemma":[0.99595135,0.001218471,0.00011341161,0.00009565686,0.0023831108,0.00023798876],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.054550804,0.00009382232,0.00013930287,0.0006525519,0.012392148,0.00087531283,0.0005381777,0.00012148553,0.00010196538],"category_scores_gemma":[0.003394318,0.000085847365,0.000042969095,0.001473374,0.0047578053,0.0017780286,0.00008637352,0.0035675927,0.00008040925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031980696,0.00005085767,0.000654664,0.0000033653243,0.000021476706,4.6052182e-7,0.06670562,2.5364434e-7,0.00029335212,0.9119631,0.00024137353,0.020062273],"study_design_scores_gemma":[0.00015804287,0.00014083383,0.0011663752,0.000008277988,0.0000032683504,0.000009534739,0.2311878,0.000012126971,0.000012142806,0.7596398,0.00757656,0.00008523048],"about_ca_topic_score_codex":0.0066364896,"about_ca_topic_score_gemma":0.0027805886,"teacher_disagreement_score":0.32623163,"about_ca_system_score_codex":0.002457401,"about_ca_system_score_gemma":0.018905364,"threshold_uncertainty_score":0.9999784},"labels":[],"label_agreement":null},{"id":"W2516096422","doi":"10.1177/0008429816657990","title":"Researching the Self","year":2016,"lang":"en","type":"article","venue":"Studies in Religion/Sciences Religieuses","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Winnipeg","funders":"","keywords":"Ethnography; Sociology; Narrative; Identity (music); Space (punctuation); Anthropology; Epistemology; Aesthetics; Art; Philosophy; Linguistics; Literature","score_opus":0.4913677772208019,"score_gpt":0.6355851658005728,"score_spread":0.1442173885797709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516096422","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":[0.21063,0.06952826,0.0007958039,0.39593056,0.0023418136,0.0015409373,0.000013953363,0.0005101547,0.3187085],"genre_scores_gemma":[0.64235103,0.3494567,0.0051958216,0.000772201,0.0004024277,0.00012324918,9.276369e-8,0.000014801102,0.0016836907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925628,0.0038580224,0.00039339313,0.0004939282,0.001701276,0.000990592],"domain_scores_gemma":[0.98159087,0.017434927,0.00011184514,0.00033593056,0.00039685515,0.00012958092],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.024707658,0.00015683979,0.0002584322,0.00025512892,0.0026895688,0.00014400357,0.0012591106,0.000093119335,0.000017848217],"category_scores_gemma":[0.03011408,0.00007278043,0.00009613336,0.0016851756,0.0110278735,0.00039974146,0.0004721128,0.00035730534,0.00009155427],"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":[0.00002001078,0.00004743787,0.0072708833,0.000034679728,0.00004739002,0.000019069996,0.06033518,0.0000062941526,0.00029643,0.852014,0.07286979,0.0070388326],"study_design_scores_gemma":[0.00025719428,0.00019647405,0.0009696088,0.0004428513,0.0000074789705,0.0000022152296,0.08213632,0.000004095963,0.00030809586,0.43739122,0.4780053,0.0002791697],"about_ca_topic_score_codex":0.003596417,"about_ca_topic_score_gemma":0.004368115,"teacher_disagreement_score":0.43172103,"about_ca_system_score_codex":0.0002875101,"about_ca_system_score_gemma":0.001430645,"threshold_uncertainty_score":0.99860877},"labels":[],"label_agreement":null},{"id":"W2516393481","doi":"10.18432/r20593","title":"Deconstructing Panty Pennants and Revealing Absent Presence","year":2016,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Exhibition; Sociology; Silence; Identity (music); Human sexuality; Gender studies; Deconstruction (building); Privilege (computing); Honor; Power (physics); Economic Justice; Empowerment; Aesthetics; Media studies; Visual arts; Art; Law; Political science","score_opus":0.3559383784931982,"score_gpt":0.5959085002947851,"score_spread":0.23997012180158694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516393481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77964866,0.00045116956,0.019216012,0.16368072,0.0010247916,0.00036545456,0.00004522084,0.000042972606,0.035524987],"genre_scores_gemma":[0.97937846,0.0047903107,0.008833003,0.000048352307,0.0010184329,0.000018422277,0.0000012045926,0.000017610275,0.0058942256],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99269867,0.0033143682,0.0004474973,0.00035453844,0.0023096004,0.0008752972],"domain_scores_gemma":[0.992634,0.005374424,0.00010918776,0.00013388158,0.00113032,0.0006181678],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.025856186,0.00012623672,0.00017945466,0.00037613892,0.00239802,0.0004266769,0.0007174291,0.000106565276,0.001175059],"category_scores_gemma":[0.0047521014,0.000085682215,0.00010328803,0.00029444435,0.0024543658,0.0010917288,0.00021797091,0.0009705811,0.00008930999],"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":[0.00068589934,0.0003597809,0.029184284,0.000079277685,0.00036847754,0.00061820605,0.24960957,0.000012173196,0.023372091,0.32203987,0.009364144,0.3643062],"study_design_scores_gemma":[0.0023720984,0.00046754314,0.018016431,0.0016493691,0.000014982882,0.0005518269,0.12910587,0.00046393054,0.0009628915,0.7502373,0.095571205,0.000586572],"about_ca_topic_score_codex":0.00006656726,"about_ca_topic_score_gemma":0.0004059504,"teacher_disagreement_score":0.4281974,"about_ca_system_score_codex":0.00025674203,"about_ca_system_score_gemma":0.00061247766,"threshold_uncertainty_score":0.999738},"labels":[],"label_agreement":null},{"id":"W2523471975","doi":"","title":"Sensitive Research and the Collision of Advocacy and Research: Consequences for the Researcher","year":2016,"lang":"en","type":"article","venue":"Journal of research practice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Imprisonment; Public relations; Social research; Sociology; Engineering ethics; Psychology; Criminology; Political science; Social science","score_opus":0.7530849627667346,"score_gpt":0.7189146914319636,"score_spread":0.03417027133477102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523471975","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05786012,0.0084655965,0.0022979982,0.9163072,0.00014413233,0.0027301682,0.000026529491,0.0000067147726,0.012161504],"genre_scores_gemma":[0.86311,0.119696856,0.008683976,0.00014471798,0.0009932793,0.000117742165,2.2965311e-7,0.000031358533,0.00722186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.8803893,0.10711204,0.00077107304,0.00039256923,0.009820014,0.0015150036],"domain_scores_gemma":[0.4174897,0.55098253,0.0003512706,0.00039333614,0.030323675,0.00045945751],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.5695867,0.0001097348,0.00037236747,0.00081234076,0.0044607464,0.00054704945,0.0010467164,0.00020357358,0.000037386337],"category_scores_gemma":[0.5701976,0.00004637919,0.00010238314,0.002140693,0.055908255,0.0012347738,0.0006510182,0.0036155526,0.000007002997],"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":[0.013935507,0.00020966584,0.00013788452,0.00015844051,0.00029530574,0.000092532486,0.1046799,7.7796875e-7,0.0074607627,0.7909308,0.030286497,0.051811937],"study_design_scores_gemma":[0.0021244155,0.0017913118,0.0003176903,0.0005298496,0.000016855902,0.000053710566,0.38279936,0.00002640755,0.0027895994,0.28016534,0.3293115,0.000073960255],"about_ca_topic_score_codex":0.0070740744,"about_ca_topic_score_gemma":0.0006528971,"teacher_disagreement_score":0.9161625,"about_ca_system_score_codex":0.00028238175,"about_ca_system_score_gemma":0.0056035966,"threshold_uncertainty_score":0.9995379},"labels":[],"label_agreement":null},{"id":"W2527873692","doi":"10.5072/prism/26047","title":"Experiences of vulnerable women in a prenatal education class in Calgary: An ethnographic approach","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Ethnography; Class (philosophy); Gender studies; Developmental psychology; Sociology; Geography; Psychology; Anthropology; Computer science; Artificial intelligence","score_opus":0.09266731360364193,"score_gpt":0.49702916343817577,"score_spread":0.4043618498345338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527873692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80380154,0.00027577963,0.00011510238,0.00006380893,0.00022211683,0.00042502384,0.0000011904476,0.000014867171,0.19508056],"genre_scores_gemma":[0.98153967,0.00033863893,0.005112133,0.000036563342,0.00008773784,0.0011747618,0.00019412678,0.000017469616,0.011498887],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9918343,0.00602028,0.00043531437,0.0003887381,0.00078331016,0.000538047],"domain_scores_gemma":[0.9984973,0.0007141926,0.00017957286,0.0001911116,0.00023208569,0.00018571409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01733371,0.00015023086,0.00039454075,0.00068304356,0.00018508169,0.000064273445,0.00042749275,0.0004991723,0.00018347874],"category_scores_gemma":[0.0022390734,0.00013673386,0.00005360272,0.0011876483,0.00050997187,0.00034009662,0.000014954595,0.00086682645,0.0000014686743],"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":[0.00005148621,0.0003136512,0.00057554455,0.00029624562,0.0000056395497,2.3785411e-7,0.9164016,0.0000032863895,0.00002707886,0.061684903,0.000028301038,0.020612018],"study_design_scores_gemma":[0.00013558423,0.000097650685,0.0012341554,0.00014122065,0.0000015990876,3.6720596e-8,0.9776044,0.00022288438,0.00011794849,0.019296376,0.00097406405,0.00017410686],"about_ca_topic_score_codex":0.035732996,"about_ca_topic_score_gemma":0.056984205,"teacher_disagreement_score":0.18358167,"about_ca_system_score_codex":0.00019636043,"about_ca_system_score_gemma":0.0021479048,"threshold_uncertainty_score":0.97068816},"labels":[],"label_agreement":null},{"id":"W2528845805","doi":"10.46743/2160-3715/2016.2210","title":"Into the Depths of Reflexivity and Back Again—When Research Mirrors Personal Experience: A Personal Journey into the Spaces of Liminality","year":2016,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":16,"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 Royal University","funders":"","keywords":"Liminality; Reflexivity; Autoethnography; Context (archaeology); Qualitative research; Sociology; Epistemology; Space (punctuation); Psychology; Aesthetics; Psychoanalysis; Gender studies; History; Anthropology; Art; Linguistics; Philosophy","score_opus":0.6506537710211119,"score_gpt":0.6773764277664079,"score_spread":0.02672265674529606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528845805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8612603,0.00094689033,0.0008605198,0.13007545,0.00007592856,0.00053295307,0.000013139916,0.000010283271,0.006224557],"genre_scores_gemma":[0.988563,0.00074240414,0.003085588,0.00013534132,0.00012492253,0.0000796816,9.854779e-7,0.00001567093,0.0072524063],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9532468,0.041143235,0.00084242976,0.00051429746,0.0035051284,0.00074812403],"domain_scores_gemma":[0.96011883,0.03619543,0.0006912565,0.0005570188,0.0021491859,0.00028830298],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14513606,0.00019656515,0.00042931302,0.0001045264,0.0019917276,0.00009623406,0.0008428923,0.00015396826,0.00033920843],"category_scores_gemma":[0.051444292,0.00007955355,0.00020869247,0.0006967487,0.026366966,0.00032140964,0.00036430146,0.00079168327,0.000014142219],"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":[0.00024076937,0.000058245856,0.0015256637,0.000069580215,0.000093307295,0.0000093726,0.948599,3.046321e-8,0.0046415133,0.037855994,0.0006081307,0.0062984154],"study_design_scores_gemma":[0.00016059213,0.00021815296,0.0026869914,0.00013897692,0.000014344926,0.000008044848,0.8380946,0.000007666038,0.0017456956,0.14406975,0.01273724,0.000117925105],"about_ca_topic_score_codex":0.029459812,"about_ca_topic_score_gemma":0.0047154925,"teacher_disagreement_score":0.12994011,"about_ca_system_score_codex":0.00022431122,"about_ca_system_score_gemma":0.0015659833,"threshold_uncertainty_score":0.9993076},"labels":[],"label_agreement":null},{"id":"W2528944917","doi":"10.4300/jgme-d-16-00384.1","title":"Recognizing and Responding to Ethically Important Moments in Qualitative Research","year":2016,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":31,"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; St. Michael's Hospital","funders":"","keywords":"Qualitative research; Psychology; MEDLINE; Data science; Medical education; Medicine; Applied psychology; Computer science; Sociology; Political science; Social science; Law","score_opus":0.5748601244124429,"score_gpt":0.7019748915573947,"score_spread":0.12711476714495173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528944917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6169372,0.00019735999,0.0013342319,0.37996513,0.00033111716,0.00013853575,8.5393566e-7,0.0000026783732,0.0010929065],"genre_scores_gemma":[0.9783301,0.0042814147,0.01380347,0.0010244354,0.00057314447,0.000017772993,3.4324364e-7,0.000012123915,0.0019572321],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98260957,0.013097049,0.00071202026,0.00016979953,0.002997644,0.00041394532],"domain_scores_gemma":[0.98540914,0.011755236,0.00022576444,0.00008339141,0.0016219965,0.00090445235],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.14791822,0.0000632752,0.00020338602,0.001157307,0.00025579982,0.00006011158,0.0002529645,0.000156277,0.00013555732],"category_scores_gemma":[0.22914365,0.00004048409,0.000037019836,0.0013503323,0.00080685446,0.00028906084,0.000057635694,0.0010345592,0.000010328939],"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":[0.00025262163,0.00023102935,0.0029198513,0.000034358665,0.000020983243,0.000023768804,0.49668902,3.6735326e-8,0.0016800751,0.12093899,0.0056605735,0.3715487],"study_design_scores_gemma":[0.0008034904,0.0006569518,0.01001259,0.002958661,0.000006471318,0.000011276743,0.31867903,0.0000061109654,0.00022142708,0.6159862,0.05047888,0.00017890295],"about_ca_topic_score_codex":0.0005032847,"about_ca_topic_score_gemma":0.00041115552,"teacher_disagreement_score":0.4950472,"about_ca_system_score_codex":0.00042097358,"about_ca_system_score_gemma":0.0050506527,"threshold_uncertainty_score":0.8959641},"labels":[],"label_agreement":null},{"id":"W2542464341","doi":"10.1075/impact.40.03ch3","title":"3. A comparison of data collection methodologies","year":2015,"lang":"en","type":"book-chapter","venue":"Impact","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 British Columbia","funders":"","keywords":"Computer science","score_opus":0.9324907585114705,"score_gpt":0.751569252863548,"score_spread":0.18092150564792242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542464341","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":[0.000025895302,0.003259429,0.011364329,0.0010631771,0.00022390165,0.00030984607,0.0003055726,0.00004934777,0.9833985],"genre_scores_gemma":[0.0054945345,0.003046272,0.17642656,0.00003341055,0.0007331937,0.0000062184,0.00023419455,0.000069207344,0.81395644],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958961,0.0022566486,0.0003285266,0.00026947842,0.0009785183,0.00027070998],"domain_scores_gemma":[0.9935149,0.0048847185,0.00033934345,0.00053289725,0.00054585555,0.0001823163],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02108261,0.00015119648,0.00059432903,0.00016653704,0.0002018069,0.000048929123,0.00070893345,0.0004508009,0.0007425325],"category_scores_gemma":[0.012148379,0.00012169564,0.000112891976,0.00010321859,0.0012476101,0.00022040948,0.0002375095,0.00061182736,0.00003382127],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019191352,0.000045226778,0.00025125925,0.000112875605,0.00041113282,0.000004352843,0.043004457,0.00000956496,0.00006743961,0.45615512,0.3284647,0.17128195],"study_design_scores_gemma":[0.00011351962,0.0002607707,0.00006074143,0.00008635812,0.000043018586,3.433675e-7,0.0033915713,0.00005537938,0.00001495651,0.3963535,0.59945506,0.00016478224],"about_ca_topic_score_codex":0.0047002477,"about_ca_topic_score_gemma":0.0013863593,"teacher_disagreement_score":0.27099034,"about_ca_system_score_codex":0.00028505697,"about_ca_system_score_gemma":0.0019223335,"threshold_uncertainty_score":0.9961727},"labels":[],"label_agreement":null},{"id":"W2542694301","doi":"10.1080/21931674.2012.10820714","title":"Navigating the Borderlands of Transnational Research","year":2012,"lang":"en","type":"article","venue":"Transnational Social Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Centre for Addiction and Mental Health","funders":"","keywords":"Openness to experience; Genocide; Sociology; Power (physics); Political science; Psychology; Social psychology; Law","score_opus":0.47982632891357313,"score_gpt":0.6539906464342318,"score_spread":0.17416431752065864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542694301","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":[0.0032089904,0.0106240045,0.0018658959,0.9718536,0.0000977752,0.0006040685,0.00003934631,0.000017063663,0.011689252],"genre_scores_gemma":[0.99496114,0.002518096,0.0014483827,0.0005344991,0.00027568854,0.00008728131,0.000021243433,0.000009456131,0.00014420165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99137557,0.005314791,0.00035480232,0.00011025482,0.0023942823,0.0004503022],"domain_scores_gemma":[0.9942163,0.004498853,0.000080351536,0.0000698105,0.0010294568,0.000105234525],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.039934527,0.00007234038,0.00020066899,0.000024634955,0.0013938997,0.000022834194,0.00033370507,0.00009090777,0.00082086056],"category_scores_gemma":[0.0017881655,0.00005269533,0.00016549195,0.0009526836,0.0014603565,0.00023467174,0.00001272824,0.0008347315,0.0000025977463],"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":[0.000003405493,0.000050477083,0.00017651141,0.0002993372,0.000017769278,6.4159984e-8,0.021498535,1.7729752e-7,0.000028635372,0.9591735,0.00037680333,0.018374756],"study_design_scores_gemma":[0.00016251826,0.000020365213,0.006654093,0.00010135426,0.00002401172,3.4131665e-7,0.004509503,0.000004628473,0.000028742534,0.10059678,0.88778394,0.00011369253],"about_ca_topic_score_codex":0.000048653932,"about_ca_topic_score_gemma":0.000117295065,"teacher_disagreement_score":0.99175215,"about_ca_system_score_codex":0.00009177246,"about_ca_system_score_gemma":0.0005307436,"threshold_uncertainty_score":0.9999061},"labels":[],"label_agreement":null},{"id":"W2544424332","doi":"","title":"Decolonizing HIV research using arts-based methods: What aboriginal youth in Canada had to say","year":2013,"lang":"en","type":"article","venue":"141st APHA Annual Meeting and Exposition (November 2 - November 6, 2013)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Human immunodeficiency virus (HIV); The arts; Sociology; Gender studies; Visual arts; Art; Medicine","score_opus":0.19171342030715874,"score_gpt":0.5275382630314089,"score_spread":0.33582484272425017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544424332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965776,0.0009784703,0.0058477432,0.018314594,0.00067423325,0.0011674123,0.000101016456,0.000071179275,0.0070693046],"genre_scores_gemma":[0.8354128,0.0004132671,0.15909243,0.003161841,0.0006930336,0.00023922756,0.00005395915,0.00009636461,0.00083707256],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9890196,0.0058827056,0.0007344034,0.000845064,0.001691374,0.0018268676],"domain_scores_gemma":[0.99303275,0.0040657455,0.000186294,0.00035939753,0.0014686341,0.00088717026],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.018795485,0.0003518946,0.0005325948,0.0005313071,0.0015824618,0.0009206033,0.0004189438,0.00027936717,0.00034295992],"category_scores_gemma":[0.0018894864,0.00034879975,0.00009034309,0.0015458509,0.0006560915,0.0015968827,0.00016129632,0.0011154632,0.00008189234],"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":[0.00079757016,0.0013989471,0.11291974,0.0010538254,0.00034594157,0.00025895532,0.6196389,0.0038408411,0.029352445,0.038847227,0.06965662,0.12188896],"study_design_scores_gemma":[0.0025483167,0.0005549486,0.00734162,0.003636573,0.00008362604,0.0000083981195,0.8606209,0.005269786,0.006650374,0.008826975,0.10218331,0.0022751743],"about_ca_topic_score_codex":0.94601905,"about_ca_topic_score_gemma":0.8481539,"teacher_disagreement_score":0.24098198,"about_ca_system_score_codex":0.0014194596,"about_ca_system_score_gemma":0.0034744593,"threshold_uncertainty_score":0.9998964},"labels":[],"label_agreement":null},{"id":"W2545536564","doi":"10.1177/084456211404600304","title":"Fitting Square Pegs into round Holes: Doing Qualitative Nursing Research in a Quantitative World","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"BC Cancer Agency","funders":"","keywords":"Nursing; Qualitative research; Psychology; Research design; Sociology; Medicine; Social science","score_opus":0.6098040062428053,"score_gpt":0.683900333798338,"score_spread":0.07409632755553275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545536564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4586466,0.00948745,0.022187775,0.17686604,0.0017505666,0.0016567023,0.000024019506,0.000039663322,0.3293412],"genre_scores_gemma":[0.967243,0.00013165482,0.030863866,0.00005242397,0.0007260253,0.000013068752,0.0000021613162,0.00005106525,0.000916747],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9382597,0.05387539,0.0009533848,0.0004992629,0.0037732772,0.002638948],"domain_scores_gemma":[0.9614141,0.029362183,0.00030295068,0.0003704447,0.00623726,0.0023130598],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.18151955,0.00021703696,0.00058335473,0.006212667,0.004096948,0.0010654349,0.0012168309,0.00027911196,0.00008469688],"category_scores_gemma":[0.042663455,0.00021899973,0.00017742119,0.0065638735,0.012490812,0.0009931283,0.000038062466,0.0056319656,0.000043193155],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008516075,0.000072597846,0.00051876716,0.00005245735,0.000012948099,0.000091516915,0.6194682,0.000034644778,0.00014636516,0.26308802,0.0030032003,0.113426074],"study_design_scores_gemma":[0.00035793832,0.000439613,0.00050609076,0.008396748,0.000004172597,0.0000058304518,0.57841456,0.0001454201,0.000029015762,0.40429384,0.007236874,0.00016986919],"about_ca_topic_score_codex":0.057847258,"about_ca_topic_score_gemma":0.17668526,"teacher_disagreement_score":0.5085964,"about_ca_system_score_codex":0.008645364,"about_ca_system_score_gemma":0.010382989,"threshold_uncertainty_score":0.99997157},"labels":[],"label_agreement":null},{"id":"W2550020119","doi":"10.1177/084456211404600107","title":"Reflections of a Novice Institutional Ethnographer","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Humanities; Sociology; Promotion (chess); Art; Political science; Anthropology","score_opus":0.5764277303977506,"score_gpt":0.6700996651602744,"score_spread":0.09367193476252378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550020119","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":[0.13437583,0.0015435795,0.020130528,0.06864054,0.0012021711,0.0002561042,0.000015590811,0.000009089049,0.7738266],"genre_scores_gemma":[0.9901804,0.000065923676,0.008814504,0.000048548754,0.00043219648,0.0000012156806,3.9491587e-7,0.0000065532827,0.0004503192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9940193,0.004027768,0.00026034078,0.00008709894,0.0010857345,0.00051974604],"domain_scores_gemma":[0.9945052,0.0017926589,0.000087458095,0.00010754756,0.0026425149,0.0008645843],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.02664079,0.000045643366,0.00014003833,0.0010154067,0.0014134409,0.000085667954,0.00037097713,0.000118388176,0.0001697999],"category_scores_gemma":[0.012407536,0.000042834992,0.00008643265,0.0014937327,0.004838344,0.00019599739,0.000005745947,0.0010102959,0.0000074165264],"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":false,"study_design_scores_codex":[0.000032785127,0.00006131602,0.0011022984,0.000021858097,0.000024218796,0.000015638925,0.1061105,0.000039767598,0.0010484951,0.72123855,0.008490029,0.16181453],"study_design_scores_gemma":[0.00046312468,0.0006243242,0.006452536,0.0015089602,0.000014044421,0.000028238728,0.0820698,0.00005085075,0.0002987798,0.5195844,0.38874668,0.00015824808],"about_ca_topic_score_codex":0.02750721,"about_ca_topic_score_gemma":0.06531328,"teacher_disagreement_score":0.8558045,"about_ca_system_score_codex":0.0006203555,"about_ca_system_score_gemma":0.007596655,"threshold_uncertainty_score":0.9998866},"labels":[],"label_agreement":null},{"id":"W2550862884","doi":"10.46743/2160-3715/2009.2826","title":"Bringing Together a Community of Voices to Debate a Growing Challenge: A Review of Qualitative Inquiry and the Politics of Evidence","year":2016,"lang":"en","type":"review","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Politics; Qualitative research; Sociology; Diversification (marketing strategy); Social science; Epistemology; Media studies; Environmental ethics; Political science; Law","score_opus":0.828705472231413,"score_gpt":0.7186049893664733,"score_spread":0.11010048286493967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550862884","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":[0.00016643295,0.98311734,0.001789794,0.009796076,0.00010258919,0.0022490125,0.0000857866,0.000015760483,0.0026771792],"genre_scores_gemma":[0.0004805578,0.9960749,0.002016608,0.00018179636,0.00011626679,0.00022426383,0.0000038961334,0.000041897572,0.0008597715],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.828476,0.16532248,0.0030960853,0.00044246844,0.002038091,0.00062486005],"domain_scores_gemma":[0.8318371,0.16034913,0.0040602516,0.0012076433,0.0023416323,0.00020422609],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.24565358,0.00042748966,0.003390289,0.0002316317,0.0007366821,0.000027333366,0.0013096493,0.00023777386,0.00003672515],"category_scores_gemma":[0.13324365,0.00019423927,0.0007830543,0.0011153212,0.011243369,0.00031619347,0.0006450529,0.0011674217,0.000004394028],"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":[0.000029244766,0.00003677397,2.8642725e-7,0.0774903,0.00042127087,0.0000040863088,0.70867085,2.7411678e-8,0.0000017553035,0.13606724,0.00006320212,0.07721494],"study_design_scores_gemma":[0.00014989366,0.00020466805,9.825695e-7,0.30523333,0.0004456204,0.000011934691,0.459925,2.1832184e-7,0.0000074263326,0.063267894,0.1704875,0.00026557318],"about_ca_topic_score_codex":0.009055489,"about_ca_topic_score_gemma":0.00019556643,"teacher_disagreement_score":0.2487459,"about_ca_system_score_codex":0.00018165985,"about_ca_system_score_gemma":0.0015768209,"threshold_uncertainty_score":0.9975433},"labels":[],"label_agreement":null},{"id":"W2551618051","doi":"10.1057/978-1-137-58603-2_1","title":"Introduction: Research Context and Hypotheses","year":2016,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Context (archaeology); Epistemology; History; Philosophy; Archaeology","score_opus":0.23947176538355594,"score_gpt":0.4614847216960471,"score_spread":0.22201295631249116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551618051","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":[0.00002713857,0.0028294262,0.00012580233,0.010347177,0.0003815143,0.00064454734,0.00007999963,0.00006985932,0.98549455],"genre_scores_gemma":[0.5692277,0.004059452,0.000688252,0.00016420185,0.005723402,0.00004856196,0.0000047259487,0.000086964326,0.41999674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9941314,0.0021478399,0.00039349883,0.0007682616,0.0017002346,0.0008587772],"domain_scores_gemma":[0.9929047,0.00489404,0.00015308043,0.00053255446,0.0010459385,0.0004696768],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013093765,0.00032504098,0.0005185802,0.00042010142,0.0012665677,0.00021848507,0.0004585625,0.00063339795,0.0029638284],"category_scores_gemma":[0.0031126174,0.0002556533,0.00015208579,0.000041973355,0.0070252926,0.000001876794,0.00027576723,0.0011623167,0.00051203935],"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":[0.00003688632,1.9243107e-7,0.000011792411,0.000044020428,0.0000660103,0.000016797676,0.0058266968,2.4235425e-9,0.000052844684,0.83904237,0.0006171415,0.15428525],"study_design_scores_gemma":[0.00011727143,0.00007807455,0.000012311492,0.00012097171,0.000008911937,0.0000024414644,0.0017081326,1.04383105e-7,0.000029415283,0.62559193,0.37211695,0.00021347695],"about_ca_topic_score_codex":0.00044996268,"about_ca_topic_score_gemma":0.0016740557,"teacher_disagreement_score":0.5692006,"about_ca_system_score_codex":0.00023187556,"about_ca_system_score_gemma":0.0005910823,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W2552063018","doi":"10.55016/ojs/ajer.v47i2.54851","title":"Editorial: Insurmountable Opportunities","year":2001,"lang":"en","type":"editorial","venue":"Alberta Journal of Educational Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Pedagogy; Sociology","score_opus":0.4280830625929005,"score_gpt":0.6098118992511485,"score_spread":0.18172883665824802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552063018","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":[0.00005873583,0.001553004,0.0000030263486,0.029575054,0.7325077,0.00016447128,0.000030211042,7.678926e-7,0.23610699],"genre_scores_gemma":[0.000017711192,0.0220087,0.00024418105,0.000021517972,0.69690585,0.000020998392,0.000050628227,0.00003656146,0.28069383],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97746986,0.010157831,0.0009605497,0.00032201174,0.009979621,0.0011100983],"domain_scores_gemma":[0.68154705,0.3014423,0.00057044515,0.00029567472,0.015360014,0.0007845117],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.049285173,0.00023564561,0.00059407926,0.0011155657,0.0014867182,0.00062544754,0.0017765277,0.001278482,0.017935708],"category_scores_gemma":[0.43099132,0.00021303778,0.00027478684,0.0009933481,0.0025925522,0.0007542794,0.00017754154,0.0057401825,0.00035146004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001090021,0.00021640833,0.000054755343,0.00008323647,0.0001237334,0.0000020236912,0.0064573907,7.472034e-7,0.0000053670497,0.054277174,0.93810946,0.00056070974],"study_design_scores_gemma":[0.0002287364,0.00023146241,0.000006895117,0.00032242626,0.000023974237,0.0000018999135,0.00934007,2.5956342e-7,0.0000019223487,0.026999436,0.96265006,0.00019284314],"about_ca_topic_score_codex":0.03894786,"about_ca_topic_score_gemma":0.011225256,"teacher_disagreement_score":0.38170615,"about_ca_system_score_codex":0.0014155979,"about_ca_system_score_gemma":0.054116726,"threshold_uncertainty_score":0.9998132},"labels":[],"label_agreement":null},{"id":"W2554687281","doi":"10.1111/area.12307","title":"Research assistants, reflexivity and the politics of fieldwork in urban Pakistan","year":2016,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"John Abbott College","funders":"International Development Research Centre","keywords":"Reflexivity; Sociology; Subjectivity; Politics; Ethnography; Ethnic group; Gender studies; Negotiation; Identity (music); Respondent; Field (mathematics); Social science; Epistemology; Aesthetics; Anthropology; Political science; Law","score_opus":0.38963013308193784,"score_gpt":0.6112688023599463,"score_spread":0.22163866927800846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554687281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5622886,0.0014703689,0.0018926626,0.18721624,0.00013190477,0.0005228885,0.000037853344,0.000022757054,0.24641673],"genre_scores_gemma":[0.9943342,0.00067677005,0.0005239805,0.00008140147,0.000054559845,0.000008103226,1.3084241e-7,0.000003132129,0.004317722],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.993447,0.0053469576,0.00014951134,0.000118044256,0.0005668876,0.00037158257],"domain_scores_gemma":[0.9858673,0.0136192655,0.00003130484,0.0001642049,0.00020510949,0.0001128154],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.027630918,0.00003718216,0.0001162149,0.000060682054,0.00033733304,0.000028442344,0.0001874707,0.000077866614,0.00007016655],"category_scores_gemma":[0.011247905,0.000018945306,0.00002436969,0.0003225723,0.0036655434,0.00006882559,0.000074910786,0.00024888944,0.0000030676076],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043167067,0.0000147023475,0.009746774,0.0000097459715,0.0000042523798,0.0000016467841,0.021811642,1.1622996e-8,0.0000759889,0.96034783,0.0012352797,0.006708948],"study_design_scores_gemma":[0.00065723853,0.000055219214,0.024980107,0.00014163932,0.0000020038021,1.199457e-7,0.031647503,0.0000035223698,0.00020811445,0.8941941,0.04804382,0.00006661025],"about_ca_topic_score_codex":0.0075340876,"about_ca_topic_score_gemma":0.004858619,"teacher_disagreement_score":0.4320456,"about_ca_system_score_codex":0.00007484511,"about_ca_system_score_gemma":0.000308141,"threshold_uncertainty_score":0.9990748},"labels":[],"label_agreement":null},{"id":"W2556922590","doi":"10.7202/1038609ar","title":"On Keeping Public Visual Fieldnotes As Reflexive Ethnographic Practice","year":2017,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Fieldnotes; Reflexivity; Ethnography; Citizen journalism; Sociology; Visual research; Participant observation; Public space; Public relations; Media studies; Political science; Visual arts; Social science; Art; Anthropology; Engineering; Law","score_opus":0.8000107636868293,"score_gpt":0.6742071509543222,"score_spread":0.12580361273250718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556922590","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":[0.3403699,0.0005088027,0.0028186848,0.18551114,0.0044756676,0.0004186707,0.00001355469,0.00004684647,0.4658367],"genre_scores_gemma":[0.9515179,0.0014534957,0.040487416,0.004749944,0.0005629712,0.000018278042,0.0000011442197,0.0000140904,0.0011947916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9941944,0.0034479208,0.0005361078,0.000299902,0.000933385,0.00058827514],"domain_scores_gemma":[0.99073815,0.0046193376,0.0013982956,0.00031103683,0.0024249717,0.00050819427],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.026768396,0.00014773794,0.00023148881,0.00059390476,0.009576444,0.0006651795,0.0011833998,0.00018517449,0.0001898031],"category_scores_gemma":[0.105390385,0.00014019222,0.00016523062,0.00070195226,0.002818392,0.0025186392,0.00006655783,0.00068824104,0.00003146789],"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":[0.00006344136,0.0005812959,0.0005689674,0.000059594142,0.000044500142,0.0000075285175,0.035519905,0.00006542288,0.00027670676,0.8772235,0.0014887706,0.084100395],"study_design_scores_gemma":[0.0002692562,0.0010479497,0.0032404633,0.0005682432,0.000053310603,0.00017301964,0.14123595,0.00016998578,0.0007588065,0.51524335,0.33687356,0.00036610148],"about_ca_topic_score_codex":0.0017528858,"about_ca_topic_score_gemma":0.00058168074,"teacher_disagreement_score":0.61114794,"about_ca_system_score_codex":0.0011891557,"about_ca_system_score_gemma":0.0029357548,"threshold_uncertainty_score":0.9998954},"labels":[],"label_agreement":null},{"id":"W2558176807","doi":"10.1080/17525098.2016.1231264","title":"Narrating social work through autoethnography","year":2016,"lang":"en","type":"article","venue":"China Journal of Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Autoethnography; Social work; Sociology; Work (physics); Gender studies; Political science; Engineering","score_opus":0.16697998949009285,"score_gpt":0.495716946107021,"score_spread":0.32873695661692814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558176807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44748154,0.0019640224,0.030569525,0.4330318,0.0030547385,0.00039233407,0.000014002901,0.00012517758,0.083366856],"genre_scores_gemma":[0.97762775,0.00023524826,0.013794983,0.00030036035,0.0048749633,0.0000045359084,3.7269027e-7,0.000031073534,0.0031306979],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99412024,0.0032435297,0.0005657773,0.00016430508,0.0012709735,0.00063519296],"domain_scores_gemma":[0.9972225,0.0014163262,0.00062366115,0.00007203659,0.00048438396,0.00018111826],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01026101,0.00015768071,0.0004141385,0.00011419183,0.004333116,0.0001531117,0.00052045705,0.0003008665,0.0006782145],"category_scores_gemma":[0.0028161586,0.0001083176,0.0004983664,0.0021556176,0.0020694803,0.00054972403,0.00006398459,0.0008321031,0.00003638074],"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":[0.00022260186,0.00011288486,0.006694053,0.000020351801,0.00019246587,0.000026398506,0.6130787,5.623695e-7,0.00026832032,0.20396434,0.03888211,0.1365372],"study_design_scores_gemma":[0.0012341752,0.00018513111,0.07448808,0.00046357486,0.000044777466,0.000001989272,0.06186547,1.10588154e-7,0.000087345696,0.43529204,0.42583743,0.0004998853],"about_ca_topic_score_codex":0.000029493754,"about_ca_topic_score_gemma":0.000016161592,"teacher_disagreement_score":0.55121326,"about_ca_system_score_codex":0.00020817279,"about_ca_system_score_gemma":0.00043467584,"threshold_uncertainty_score":0.9969631},"labels":[],"label_agreement":null},{"id":"W2559180917","doi":"10.17169/fqs-18.1.2706","title":"A Reflexive Inquiry on the Effect of Place on Research Interviews Conducted With Homeless and Vulnerably Housed Individuals","year":2016,"lang":"en","type":"article","venue":"Social Science Open Access Repository (GESIS – Leibniz Institute for the Social Sciences)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":14,"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":"Reflexivity; Sociology; Psychology; Social science","score_opus":0.5461121072492062,"score_gpt":0.6327983092206967,"score_spread":0.08668620197149046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559180917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8673151,0.00009653427,0.00043752659,0.04805119,0.0012607775,0.0049170214,0.00007573947,0.00005965596,0.07778644],"genre_scores_gemma":[0.9971126,0.0001095315,0.00018412445,0.00032954675,0.00071230007,0.0006425723,8.938876e-7,0.000020391291,0.0008880435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98452026,0.008597753,0.0005457042,0.0010416042,0.003992214,0.0013024498],"domain_scores_gemma":[0.9845009,0.013288127,0.0005954965,0.00041592005,0.00097052765,0.00022904706],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.078744344,0.00030926534,0.00064211333,0.00035592227,0.028421754,0.0036393234,0.0082517015,0.00020692931,0.000030507357],"category_scores_gemma":[0.008164485,0.00013719314,0.00015944797,0.004507909,0.05817223,0.0033476308,0.0015619807,0.000618365,0.000006072294],"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":[0.0010983507,0.00014731521,0.0022263294,0.00007988411,0.0001264355,0.0000053074227,0.12965596,0.000008947407,0.006027133,0.79738134,0.0033929942,0.059850026],"study_design_scores_gemma":[0.012293665,0.014995468,0.05910478,0.0033854356,0.0004177205,0.000010473754,0.54275674,0.000083516796,0.13712072,0.068185,0.15795383,0.0036926453],"about_ca_topic_score_codex":0.0061771646,"about_ca_topic_score_gemma":0.001999403,"teacher_disagreement_score":0.7291963,"about_ca_system_score_codex":0.0007167118,"about_ca_system_score_gemma":0.0029103153,"threshold_uncertainty_score":0.997395},"labels":[],"label_agreement":null},{"id":"W2565216370","doi":"10.1002/pra2.2016.14505301026","title":"Ethical tensions in research: The influence of metatheoretical orientation on research ethics","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Child and Family Research Institute","funders":"","keywords":"Engineering ethics; Negotiation; Research ethics; Informed consent; Context (archaeology); Ethical issues; Institutional review board; Ethical code; Political science; Public relations; Sociology; Psychology; Social science; Medicine; Engineering","score_opus":0.36180617497756745,"score_gpt":0.5870966588771307,"score_spread":0.22529048389956324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565216370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7031824,0.000004980599,0.00004501894,0.2900198,0.000044589182,0.000589163,0.000007827155,0.0000134934435,0.006092712],"genre_scores_gemma":[0.9989412,0.00017279359,0.0005242097,0.00018792831,0.000011028137,0.00007311601,1.1405932e-7,0.0000019879092,0.00008762059],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9945027,0.00060858653,0.00045558572,0.00016651006,0.003756503,0.00051011675],"domain_scores_gemma":[0.966092,0.01593122,0.00035788288,0.00013104244,0.01743093,0.00005695212],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.15859184,0.000046658402,0.000120309924,0.000989141,0.0015616333,0.00008167504,0.00078391324,0.0004356813,0.0000014968998],"category_scores_gemma":[0.40270042,0.000023600773,0.000026032803,0.0052017197,0.010578707,0.00096096046,0.00024268142,0.001398883,0.0000036316117],"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":[0.000018855082,0.000011450455,0.0049359133,0.000017487782,0.0000026369291,4.0714765e-9,0.018134417,8.3431456e-7,0.0057277367,0.96842724,0.00015702198,0.0025663741],"study_design_scores_gemma":[0.00028763842,0.00018086251,0.016133009,0.0001474213,0.000003177915,1.9181327e-7,0.042697918,0.000036297522,0.016178427,0.90880644,0.015478,0.000050640952],"about_ca_topic_score_codex":0.00010454814,"about_ca_topic_score_gemma":0.000045457004,"teacher_disagreement_score":0.29575878,"about_ca_system_score_codex":0.0003939168,"about_ca_system_score_gemma":0.0009369455,"threshold_uncertainty_score":0.9997382},"labels":[],"label_agreement":null},{"id":"W2566010696","doi":"10.1037/qup0000064","title":"An account from the inside: Examining the emotional impact of qualitative research through the lens of “insider” research.","year":2017,"lang":"en","type":"article","venue":"Qualitative Psychology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Insider; Qualitative research; Psychology; Empathy; Social psychology; Applied psychology; Public relations; Sociology; Political science; Social science","score_opus":0.914757044740666,"score_gpt":0.794122769629265,"score_spread":0.12063427511140101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566010696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8330095,0.0010160052,0.0026858682,0.1176253,0.00036191384,0.001235198,0.0005167078,0.000021004294,0.04352849],"genre_scores_gemma":[0.9944272,0.00077334384,0.0033499182,0.0005019651,0.0005299672,0.00011900676,0.00001578491,0.000032629403,0.00025016972],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7758604,0.2171255,0.0010235477,0.00080664706,0.0038396546,0.0013442461],"domain_scores_gemma":[0.8455846,0.14665756,0.0007839649,0.0021311194,0.0047025396,0.00014024662],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2053888,0.00024881685,0.00058038306,0.000179405,0.006977515,0.00030162837,0.0038404258,0.00034036706,0.0005353833],"category_scores_gemma":[0.08296811,0.00012277706,0.0002710278,0.0009773291,0.044798627,0.00093068014,0.00046216117,0.0029254465,0.00005780774],"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":[0.00018851979,0.00014217239,0.0005282018,0.0000089677205,0.0001966047,0.0000015593116,0.65117675,0.0000038158814,0.001341353,0.33941847,0.0052779536,0.0017156616],"study_design_scores_gemma":[0.00027865294,0.00065053755,0.058491953,0.00006146882,0.000006979228,3.6874548e-7,0.49620762,0.000006191094,0.0000544627,0.44143784,0.002719755,0.000084174106],"about_ca_topic_score_codex":0.10303384,"about_ca_topic_score_gemma":0.010647371,"teacher_disagreement_score":0.16141771,"about_ca_system_score_codex":0.00023010216,"about_ca_system_score_gemma":0.0015020003,"threshold_uncertainty_score":0.99937487},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2577856159","doi":"10.1177/070674370805301115","title":"Book Review: The First Interview — Third Edition","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Psychology; Psychoanalysis; Library science; Computer science","score_opus":0.14248863134765447,"score_gpt":0.4443687522349743,"score_spread":0.30188012088731986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2577856159","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":[0.0000434326,0.32141364,0.00015032795,0.6686128,0.0013168125,0.000115769944,0.0000037397176,0.0000023493105,0.008341182],"genre_scores_gemma":[0.005002762,0.5045925,0.0026838738,0.47071853,0.0082050515,0.000014911482,0.000001675718,0.000030048328,0.00875064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99663174,0.002231846,0.00030628353,0.000060862807,0.0004831206,0.00028612083],"domain_scores_gemma":[0.9984591,0.0004613906,0.00022817228,0.00017418011,0.0003393977,0.00033774672],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012507661,0.00006598825,0.00014858044,0.00005820843,0.0024311652,0.000053733642,0.0006828607,0.00005792856,0.0009687439],"category_scores_gemma":[0.0011821251,0.000034541474,0.00017094157,0.00028437594,0.0013615396,0.00017210234,0.000009666683,0.0007277271,0.000047281734],"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":[0.0000016853229,0.0000038811,0.0002748193,0.000048414422,0.000018573448,0.0000046330683,0.00731252,4.8303775e-7,4.0564473e-8,0.028356275,0.96319985,0.000778817],"study_design_scores_gemma":[0.0000540349,0.000042019306,0.00096628215,0.00069399306,0.00001784618,0.000030900144,0.0017144012,5.519643e-7,3.910813e-7,0.030631794,0.96580136,0.000046450947],"about_ca_topic_score_codex":0.020410543,"about_ca_topic_score_gemma":0.5847716,"teacher_disagreement_score":0.56436104,"about_ca_system_score_codex":0.00013809711,"about_ca_system_score_gemma":0.0049528177,"threshold_uncertainty_score":0.9999445},"labels":[],"label_agreement":null},{"id":"W2579901146","doi":"10.22215/etd/2006-06531","title":"Paradoxes of power: the Lands for Life public consultations","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Canadian Heritage","funders":"Social Sciences and Humanities Research Council of Canada; Public Works and Government Services Canada","keywords":"Power (physics); Political science; Humanities; Art; Physics","score_opus":0.21434256389368248,"score_gpt":0.5483548176182477,"score_spread":0.3340122537245652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579901146","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":[0.016079415,0.0015888166,0.010128739,0.042757213,0.0007894406,0.001857241,0.00037423722,0.00008118867,0.9263437],"genre_scores_gemma":[0.6512953,0.0013111569,0.020759236,0.0005238308,0.0005534804,0.00068682554,0.001873803,0.000059526876,0.32293683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976452,0.0010756721,0.0002921007,0.00014708683,0.0005740663,0.00026586867],"domain_scores_gemma":[0.9909327,0.007498593,0.00019867146,0.00012560934,0.0011543398,0.00009007944],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005585396,0.00009234418,0.00020850563,0.00009519912,0.00069051667,0.00011010629,0.0003056425,0.0002425319,0.0002524334],"category_scores_gemma":[0.013636805,0.00005980687,0.00013783225,0.0003460444,0.0005458355,0.0000843254,0.000007010457,0.00023410616,0.0000063319576],"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":[0.00001763235,0.000034440258,0.0001211463,0.00006863232,0.000045075754,6.553971e-8,0.02786247,5.1616695e-7,0.000022545066,0.95001906,0.019165546,0.0026428867],"study_design_scores_gemma":[0.0003257444,0.00009276528,0.00293987,0.000046968788,0.00004051712,3.275339e-8,0.28360638,0.00002447359,0.00012155109,0.19876598,0.51381886,0.00021688343],"about_ca_topic_score_codex":0.0035774147,"about_ca_topic_score_gemma":0.024899423,"teacher_disagreement_score":0.75125307,"about_ca_system_score_codex":0.000022821738,"about_ca_system_score_gemma":0.0015895998,"threshold_uncertainty_score":0.99467176},"labels":[],"label_agreement":null},{"id":"W2581502164","doi":"10.1177/1074840715595020","title":"Book Review: Conducting hermeneutic research: From philosophy to practice","year":2015,"lang":"en","type":"article","venue":"Journal of Family Nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Calgary","funders":"","keywords":"Epistemology; Engineering ethics; Sociology; Philosophy; Psychology; Engineering","score_opus":0.7995948603437464,"score_gpt":0.6730431218449238,"score_spread":0.12655173849882262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581502164","genre_codex":"commentary","genre_gemma":"methods","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":[0.0020578825,0.3722436,0.002088093,0.5087143,0.0016926079,0.0003893332,0.0000037668756,0.00001689526,0.11279351],"genre_scores_gemma":[0.03004808,0.22250037,0.4758191,0.24449079,0.019523311,0.00002568673,0.000004217597,0.00017253125,0.007415931],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98516715,0.011044901,0.00053628953,0.00016858039,0.002584527,0.00049855537],"domain_scores_gemma":[0.9894246,0.0056679538,0.00035166412,0.00016855229,0.0036133465,0.0007739133],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05085494,0.00009137077,0.00032646736,0.00022732303,0.00049815414,0.00014678176,0.00042593884,0.00009420476,0.00005509118],"category_scores_gemma":[0.054726645,0.000079179954,0.000096667856,0.00077240146,0.0009992056,0.0010422025,0.00004112566,0.0012711582,0.000058354966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001645677,0.00014236652,0.000009217439,0.0000559109,0.000047414964,0.00008482827,0.08771234,0.000007744276,0.0015880251,0.005914565,0.86216205,0.042110953],"study_design_scores_gemma":[0.000223806,0.00030469662,0.000017029255,0.0045202156,0.00003101419,0.000007905455,0.107661806,0.0000034547513,0.00009564568,0.04658624,0.84045374,0.00009442197],"about_ca_topic_score_codex":0.0005348456,"about_ca_topic_score_gemma":0.000007651455,"teacher_disagreement_score":0.473731,"about_ca_system_score_codex":0.0007260041,"about_ca_system_score_gemma":0.0015533924,"threshold_uncertainty_score":0.9773446},"labels":[],"label_agreement":null},{"id":"W2581983898","doi":"10.1177/1609406916680823","title":"“Taking Care” in Intercultural Research","year":2017,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Medicine","score_opus":0.9469469814278677,"score_gpt":0.8396842753286288,"score_spread":0.10726270609923894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581983898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35209855,0.004090006,0.21776482,0.11038953,0.008416314,0.0006426691,0.0000356093,0.000027919416,0.30653456],"genre_scores_gemma":[0.6663706,0.00045562943,0.33176705,0.000088681205,0.0007621473,0.0000066843218,8.29019e-7,0.000010621727,0.00053782127],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9428366,0.053391058,0.0007682009,0.00020502017,0.002343497,0.00045564972],"domain_scores_gemma":[0.979226,0.012975369,0.0009786356,0.00020998337,0.006423861,0.00018617991],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.15690322,0.00010866218,0.00032410707,0.00065127405,0.0008332305,0.0006185515,0.0021304672,0.0001289036,0.0002214533],"category_scores_gemma":[0.11653361,0.00008903494,0.00019223585,0.00020029178,0.0026363584,0.0010518715,0.0002683559,0.0014124378,0.000011854639],"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":[0.00015870394,0.000038730977,0.0004594502,0.00000929367,0.0000714723,0.00006127905,0.617938,0.0000027049782,0.0009090008,0.16964415,0.000120248034,0.21058697],"study_design_scores_gemma":[0.00067438313,0.00018742375,0.005010952,0.00033879385,0.0000045907586,0.0000059199538,0.7309895,0.000015334772,0.0010721965,0.20697942,0.054590713,0.0001307723],"about_ca_topic_score_codex":0.0035532136,"about_ca_topic_score_gemma":0.0016467696,"teacher_disagreement_score":0.314272,"about_ca_system_score_codex":0.0008053601,"about_ca_system_score_gemma":0.0007220292,"threshold_uncertainty_score":0.9713772},"labels":[],"label_agreement":null},{"id":"W2584535405","doi":"10.29173/cais798","title":"Qualitative Research in the New Century: Map Points in Insider Research","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Conversation; Insider; Qualitative research; Point (geometry); Identification (biology); Sociology; Humanities; Psychology; Epistemology; Philosophy; Social science; Mathematics; Communication; Geometry","score_opus":0.3751526170114273,"score_gpt":0.5393814376525174,"score_spread":0.16422882064109012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584535405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6625375,0.0027520312,0.0000072144444,0.30181855,0.00026251416,0.0016174633,0.00007337406,0.000009960357,0.030921353],"genre_scores_gemma":[0.9879206,0.003062418,0.0017525889,0.00039637188,0.00033404553,0.00015978815,0.0000022377076,0.00003508183,0.006336901],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9794697,0.011820438,0.0012346884,0.00075227907,0.0044948934,0.0022280128],"domain_scores_gemma":[0.63294506,0.050138686,0.0018481904,0.0012879925,0.31241,0.0013700919],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08188241,0.000357277,0.0007878655,0.00088218995,0.0006325212,0.004268941,0.004591221,0.0006075276,0.00030880852],"category_scores_gemma":[0.19774882,0.0002507301,0.00022347465,0.0051133377,0.010516644,0.01151751,0.0014313157,0.0042096637,0.00008724725],"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":[0.00009601279,0.0002676116,0.006594235,0.00048476562,0.000034854143,0.0000025975955,0.6210667,5.37364e-7,0.00074562954,0.3397809,0.021548554,0.0093776],"study_design_scores_gemma":[0.00042117736,0.00034096223,0.014923967,0.0011166177,0.000007639932,0.0000020267287,0.45682272,0.000048298818,0.0005927486,0.40546072,0.120077856,0.00018526573],"about_ca_topic_score_codex":0.06736185,"about_ca_topic_score_gemma":0.0026785347,"teacher_disagreement_score":0.34652463,"about_ca_system_score_codex":0.00051720283,"about_ca_system_score_gemma":0.002970944,"threshold_uncertainty_score":0.9999945},"labels":[],"label_agreement":null},{"id":"W2588351935","doi":"10.18778/1733-8077.11.1.02","title":"Politically Sensitive Encounters: Ethnography, Access, and the Benefits of “Hanging Out”","year":2015,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":49,"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":"Queen's University Belfast; Queen's University; Department of Health, Social Services and Public Safety, UK Government; Economic and Social Research Council; Council for British Research in the Levant","keywords":"Legitimacy; Negotiation; Ethnography; Sociology; Prison; Irish; Public relations; Qualitative research; Criminology; Political science; Social science; Law; Politics","score_opus":0.5372681830929251,"score_gpt":0.630907088399543,"score_spread":0.09363890530661789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588351935","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":[0.020341644,0.49375227,0.013768261,0.38478327,0.0005815882,0.0030981365,0.00019872752,0.00010743153,0.08336866],"genre_scores_gemma":[0.47175702,0.47795817,0.016431382,0.0317692,0.0006242056,0.00034237755,0.000037039386,0.00005776557,0.0010228313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9618739,0.036352098,0.0004974709,0.00027393945,0.0005230523,0.00047956084],"domain_scores_gemma":[0.97868526,0.019318623,0.0002898786,0.00018502682,0.0013011628,0.0002200451],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0567304,0.00015474805,0.00073324464,0.00007292446,0.00038919208,0.000031188887,0.00035611467,0.00017150746,0.000028399827],"category_scores_gemma":[0.02914442,0.0000992085,0.00019565708,0.0003235282,0.017470764,0.00024985487,0.0001665561,0.0004891777,0.000015543394],"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":[0.000020769234,0.000009370962,0.000050064966,0.00024135993,0.00006479825,4.581044e-7,0.4124811,8.1084636e-8,0.0000011939055,0.58414906,0.0007516427,0.0022301173],"study_design_scores_gemma":[0.00059397443,0.000111952526,0.00011610295,0.0011832141,0.00008188823,8.1716115e-7,0.40533358,0.000002706152,0.000007162035,0.5795568,0.012850714,0.00016105166],"about_ca_topic_score_codex":0.0010123847,"about_ca_topic_score_gemma":0.00020483724,"teacher_disagreement_score":0.4514154,"about_ca_system_score_codex":0.00006331454,"about_ca_system_score_gemma":0.00044005032,"threshold_uncertainty_score":0.98520315},"labels":[],"label_agreement":null},{"id":"W2590940283","doi":"10.1007/s40037-017-0329-1","title":"‘How would you call this in English?’: Being reflective about translations in international, cross-cultural qualitative research","year":2017,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":74,"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":"Reflexivity; Qualitative research; Metaphor; Grammar; Negotiation; Linguistics; Psychology; Computer science; Sociology; Social science","score_opus":0.3385111406041687,"score_gpt":0.6925887964021112,"score_spread":0.35407765579794254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590940283","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":[0.31774408,0.00077982014,0.00046807097,0.27664432,0.001246104,0.00080416346,0.000017652881,0.000052848576,0.40224296],"genre_scores_gemma":[0.98794574,0.0020599747,0.0020904471,0.00020348838,0.00096880127,0.00023330585,0.000013805155,0.000015548767,0.006468884],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99030477,0.005763705,0.0003299593,0.0006002799,0.0024159933,0.0005853117],"domain_scores_gemma":[0.99296176,0.0033265578,0.00014815025,0.00033264942,0.0028750745,0.00035577724],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.02408632,0.00014548944,0.0002339914,0.0005647114,0.0015360324,0.0010121868,0.000931926,0.000491734,0.00043026477],"category_scores_gemma":[0.21995445,0.00013314026,0.00008547456,0.0005925536,0.004429079,0.0014863998,0.000072867704,0.0030272838,0.000019239978],"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":[0.000060587077,0.00035916822,0.0021611222,0.000010113935,0.000013132621,0.0000025914198,0.6654203,9.926225e-7,0.00002103752,0.3164372,0.0002144351,0.015299324],"study_design_scores_gemma":[0.0005207667,0.000081192,0.029757284,0.0002927194,0.0000020728098,1.9107303e-7,0.85401595,0.000093930124,0.000028696084,0.09096178,0.024079755,0.00016568015],"about_ca_topic_score_codex":0.0125582125,"about_ca_topic_score_gemma":0.009490786,"teacher_disagreement_score":0.67020166,"about_ca_system_score_codex":0.0016609195,"about_ca_system_score_gemma":0.0027321326,"threshold_uncertainty_score":0.99976385},"labels":[],"label_agreement":null},{"id":"W2592313986","doi":"10.46743/2160-3715/2017.2362","title":"Academic Voice in Scholarly Writing","year":2017,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":13,"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":"Reflexivity; Sociology; Representation (politics); Passive voice; Academic writing; Class (philosophy); Epistemology; Psychology; Linguistics; Pedagogy; Social science; Political science","score_opus":0.6152574296056753,"score_gpt":0.7014494797013455,"score_spread":0.08619205009567021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592313986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6042831,0.00057859294,0.0026888528,0.11480294,0.00030147546,0.0005614431,0.000008447195,0.00006240428,0.27671275],"genre_scores_gemma":[0.9861466,0.0003528786,0.0035283184,0.00028247933,0.0003578294,0.000056350935,0.0000018774206,0.000015611124,0.009258021],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98489636,0.01232706,0.00060781866,0.000337456,0.0012345564,0.0005967411],"domain_scores_gemma":[0.9904624,0.0076143323,0.0005787411,0.00063899445,0.00055390876,0.00015161095],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.12232839,0.00011554367,0.00024138004,0.000082212,0.0029682661,0.0005682038,0.0010130526,0.00018602164,0.000051201543],"category_scores_gemma":[0.09672855,0.00008485063,0.0000857734,0.00021675846,0.0030824929,0.0015593502,0.00018998007,0.0016466023,0.0000943627],"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":[0.000029571367,0.00001905993,0.006527997,0.000017491757,0.000020933834,0.0001281794,0.55673695,4.3588025e-7,0.00030059853,0.42871785,0.00033699628,0.0071639316],"study_design_scores_gemma":[0.0002035433,0.00004772044,0.027157452,0.0001321302,0.0000065121676,0.0000082918,0.48797008,0.000009877562,0.00009470776,0.43870398,0.045471784,0.0001939123],"about_ca_topic_score_codex":0.011595408,"about_ca_topic_score_gemma":0.0018715137,"teacher_disagreement_score":0.38186353,"about_ca_system_score_codex":0.00017743629,"about_ca_system_score_gemma":0.00063410786,"threshold_uncertainty_score":0.9996306},"labels":[],"label_agreement":null},{"id":"W2598572924","doi":"10.1111/area.12314","title":"Doing fieldwork the Chinese way: a returning researcher's insider/outsider status in her home town","year":2017,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":59,"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":"Insider; Sociology; Interview; Negotiation; China; Ethnic group; Gender studies; Field (mathematics); Underclass; Public relations; Social science; Political science; Law; Anthropology","score_opus":0.23137568949661175,"score_gpt":0.5310661265634585,"score_spread":0.2996904370668468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598572924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7430356,0.0009719501,0.0008054775,0.077841006,0.00028840205,0.000395734,0.000005547522,0.00004382742,0.17661242],"genre_scores_gemma":[0.9931247,0.0008936298,0.0029782827,0.00037476956,0.00024709865,0.000028553019,0.0000012488373,0.000012052178,0.002339653],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99562544,0.0024114104,0.00019063058,0.00024541968,0.00078776333,0.00073932484],"domain_scores_gemma":[0.9950737,0.0039451765,0.000097881784,0.0005272414,0.00017316623,0.00018284866],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.012989809,0.000103570004,0.00018288,0.000070815986,0.0021041064,0.0006893799,0.0006200815,0.00014634035,0.00046649613],"category_scores_gemma":[0.019597495,0.00006580877,0.00006876307,0.00026432634,0.0010998261,0.00050859665,0.00028153876,0.0009969069,0.000024084782],"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":[0.00010195159,0.00006859014,0.27778485,0.00004216526,0.000056030854,0.0001398301,0.43840522,0.000019215346,0.0002819423,0.04190159,0.004026796,0.23717181],"study_design_scores_gemma":[0.00075698533,0.00008954794,0.54535776,0.00040204212,0.0000056756526,0.0000012275057,0.071573935,0.00027003634,0.000049621085,0.28057343,0.10052957,0.00039016563],"about_ca_topic_score_codex":0.037411876,"about_ca_topic_score_gemma":0.045516312,"teacher_disagreement_score":0.36683127,"about_ca_system_score_codex":0.00011436705,"about_ca_system_score_gemma":0.00033798206,"threshold_uncertainty_score":0.99919504},"labels":[],"label_agreement":null},{"id":"W2599511286","doi":"10.3138/jcfs.42.3.329","title":"Memory Work: Exploring Family Life and Expanding the Scope of Family Research","year":2011,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Memory work; Scope (computer science); Family life; Theme (computing); Sociology; Everyday life; Work (physics); Collective memory; Epistemology; Psychology; Cognitive science; Gender studies; Computer science; Political science","score_opus":0.9267505029319104,"score_gpt":0.6442761333606214,"score_spread":0.282474369571289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599511286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88008064,0.08104362,0.00054510304,0.0010610331,0.00045910012,0.0002742179,0.000002432054,0.000008204119,0.036525633],"genre_scores_gemma":[0.9430284,0.051948793,0.0042840694,0.0001247162,0.00033789017,0.000023652761,6.1503364e-8,0.000010659901,0.00024175509],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9898328,0.0069015664,0.0007737018,0.0001957317,0.0017461355,0.0005500486],"domain_scores_gemma":[0.9873048,0.008807255,0.0004780738,0.00017403414,0.0030003253,0.00023549439],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.028781917,0.00017205665,0.00076827465,0.0003513072,0.0014171731,0.00007544828,0.0005599305,0.000069311296,0.000008088333],"category_scores_gemma":[0.0041298964,0.000106374064,0.00014366914,0.0009922195,0.005498934,0.0005984968,0.0002989544,0.0008884027,0.0000060623015],"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":[0.00060515484,0.00014687616,0.0032932956,0.00009390809,0.0008885432,0.000021686446,0.9445028,0.000012230985,0.0041377596,0.02570157,0.01158502,0.009011211],"study_design_scores_gemma":[0.00040313802,0.0004633008,0.079743564,0.0004770222,0.000027438773,6.560926e-7,0.8977958,0.0000014287766,0.0010335407,0.01532682,0.0045950445,0.00013225571],"about_ca_topic_score_codex":0.00036983987,"about_ca_topic_score_gemma":0.00007360781,"teacher_disagreement_score":0.076450266,"about_ca_system_score_codex":0.00012084416,"about_ca_system_score_gemma":0.0005663857,"threshold_uncertainty_score":0.9998828},"labels":[],"label_agreement":null},{"id":"W2600563578","doi":"10.18584/iipj.2017.8.2.2","title":"Indigenous Geographies: Research as Reconciliation","year":2017,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research","keywords":"Indigenous; Reflexivity; Context (archaeology); Participatory action research; Narrative; Citizen journalism; Sociology; Identity (music); Public relations; Political science; Social science; Anthropology; Geography; Ecology; Aesthetics; Law","score_opus":0.4211385645190704,"score_gpt":0.6609242585013535,"score_spread":0.2397856939822831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600563578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63882995,0.00043424038,0.00045494377,0.04009918,0.0016083346,0.00048684276,0.00004480815,0.000051807452,0.3179899],"genre_scores_gemma":[0.9518997,0.013889671,0.0020607049,0.0006563607,0.0083240885,0.000034356803,0.000008082066,0.000036285448,0.023090739],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.992706,0.0025255822,0.0004581602,0.0002721787,0.002931747,0.001106337],"domain_scores_gemma":[0.9940634,0.0015837636,0.00048684428,0.00039928508,0.0029262328,0.0005405022],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.026332444,0.00014155124,0.00019487226,0.0013006267,0.013743818,0.002775467,0.0024034192,0.00025826934,0.00055590813],"category_scores_gemma":[0.022054348,0.00013550556,0.00018446606,0.0003478845,0.002152319,0.0011008134,0.00021022344,0.0017230206,0.00043088244],"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":[0.00011085787,0.00021623804,0.02235302,0.000011519529,0.0002896655,0.00018394613,0.448981,0.0000073021074,0.0002615004,0.33086312,0.0027516244,0.19397022],"study_design_scores_gemma":[0.00040097834,0.00020392142,0.016528022,0.00006624918,0.0000050477565,0.000084389096,0.015814044,0.000004347552,0.00015420861,0.49625868,0.47027814,0.0002019954],"about_ca_topic_score_codex":0.06929398,"about_ca_topic_score_gemma":0.0063512484,"teacher_disagreement_score":0.4675265,"about_ca_system_score_codex":0.0012768082,"about_ca_system_score_gemma":0.005415197,"threshold_uncertainty_score":0.9982597},"labels":[],"label_agreement":null},{"id":"W2600765419","doi":"10.1097/ans.0000000000000170","title":"A Bicultural Researcher's Reflections on Ethical Research Practices With Muslim Immigrant Women","year":2017,"lang":"en","type":"article","venue":"Advances in Nursing Science","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University; University of Alberta","funders":"","keywords":"Situated; Agency (philosophy); Sociology; Immigration; Gender studies; Narrative; Identity (music); Economic Justice; Psychology; Social psychology; Political science; Social science; Law; Aesthetics","score_opus":0.5127951496907531,"score_gpt":0.7298239307155281,"score_spread":0.21702878102477496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600765419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45717537,0.00039362907,0.00059128535,0.13829952,0.0005334484,0.0006984261,0.0000046805567,0.000070114285,0.4022335],"genre_scores_gemma":[0.98377055,0.0011328418,0.013836013,0.00014112516,0.0001912275,0.00009392976,2.9394303e-7,0.000009425388,0.000824568],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9891911,0.004441666,0.00020413027,0.0007200398,0.0038211856,0.0016218884],"domain_scores_gemma":[0.9923256,0.0051382775,0.00025434795,0.0006562962,0.001186923,0.00043857814],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06753352,0.000119186356,0.0001844235,0.0004931121,0.011202938,0.00127224,0.0018920072,0.00017278023,0.000027376289],"category_scores_gemma":[0.07030846,0.00008561261,0.000026820459,0.0021060426,0.033600062,0.0027335281,0.000093899944,0.0030541616,0.000023226516],"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":[0.00028665474,0.00020224099,0.0006225613,0.0000198182,0.0000031004902,0.000026646852,0.31756663,0.000040917297,0.0015167217,0.5775913,0.000053513617,0.10206986],"study_design_scores_gemma":[0.00054606434,0.0014157455,0.011874437,0.0013226134,0.000002270272,0.000005304434,0.6474338,0.00016595576,0.00051058404,0.26584518,0.070535585,0.00034241963],"about_ca_topic_score_codex":0.005221597,"about_ca_topic_score_gemma":0.01326017,"teacher_disagreement_score":0.5265952,"about_ca_system_score_codex":0.0014584396,"about_ca_system_score_gemma":0.0018049908,"threshold_uncertainty_score":0.99976456},"labels":[],"label_agreement":null},{"id":"W2604494533","doi":"10.17169/fqs-18.2.2701","title":"Embodied Reflexivity in Qualitative Analysis: A Role for Selfies","year":2016,"lang":"en","type":"article","venue":"Social Science Open Access Repository (GESIS – Leibniz Institute for the Social Sciences)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Calgary","funders":"","keywords":"Reflexivity; Embodied cognition; Lifeworld; Empathy; Qualitative research; Sociology; Epistemology; Psychology; Social psychology; Social science","score_opus":0.43945824302173664,"score_gpt":0.6608388503441045,"score_spread":0.22138060732236786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604494533","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":[0.16686755,0.00060374476,0.09997515,0.1669755,0.005629339,0.015368905,0.0007544062,0.0003997878,0.5434256],"genre_scores_gemma":[0.9900968,0.000114247516,0.004483154,0.00042030826,0.0009789077,0.0013510456,0.000003842942,0.00001851693,0.0025331457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99069506,0.003048042,0.000795742,0.0012946564,0.0024403534,0.0017261391],"domain_scores_gemma":[0.99224496,0.005184024,0.00067080156,0.00032725214,0.0013098143,0.0002631413],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.05580795,0.00031898305,0.000743746,0.0005989085,0.027879046,0.0048140446,0.009014128,0.00024654547,0.000037243455],"category_scores_gemma":[0.007974758,0.00020453642,0.0005348392,0.009101614,0.025603136,0.008559275,0.0013382246,0.00025482525,0.0000051123316],"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":[0.00020069673,0.00014324633,0.0018660219,0.000026318183,0.00016706112,0.0000013415918,0.19237915,0.00001552554,0.0018282877,0.7795744,0.0008995052,0.022898467],"study_design_scores_gemma":[0.0022602612,0.00028324663,0.021270756,0.00013682267,0.00047955383,6.52707e-7,0.46434206,0.00029077375,0.0023962818,0.42294067,0.08408944,0.00150946],"about_ca_topic_score_codex":0.023273032,"about_ca_topic_score_gemma":0.03208972,"teacher_disagreement_score":0.82322925,"about_ca_system_score_codex":0.0013372304,"about_ca_system_score_gemma":0.0050433804,"threshold_uncertainty_score":0.9963476},"labels":[],"label_agreement":null},{"id":"W2606425018","doi":"","title":"Colouring the rainbow - blak queer and trans perspectives: Life stories and essays by first nations people of Australia [Book Review]","year":2015,"lang":"en","type":"article","venue":"HIV Australia","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Project commissioning; Queer; Publishing; Rainbow; Media studies; Sociology; Gender studies; Social science; Art; Literature","score_opus":0.23119397395891747,"score_gpt":0.4923430112582198,"score_spread":0.2611490372993023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606425018","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":[0.21053186,0.14987463,0.0043784045,0.6064804,0.00076790014,0.004894663,0.0010027777,0.00020039348,0.021868952],"genre_scores_gemma":[0.93255895,0.025951032,0.0010886734,0.00021823922,0.00015027929,0.00006521649,0.0000069708162,0.000014319504,0.039946333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974009,0.0012968958,0.00023258054,0.0002184673,0.00054740673,0.00030377813],"domain_scores_gemma":[0.99773234,0.0013882685,0.00009944632,0.0001366737,0.00035168583,0.00029155886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051704096,0.00012021685,0.00025620556,0.000050883278,0.0007060901,0.00007681798,0.00018358901,0.00010444987,0.00033783977],"category_scores_gemma":[0.004419019,0.000091139555,0.000050427552,0.00034398647,0.001709679,0.00025960756,0.000032678163,0.00029796563,0.0000065492095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019515042,0.000055144865,0.0043538813,0.0005413401,0.00006802151,0.0000013236236,0.41296917,0.000004241167,0.00006051839,0.15478195,0.42711636,0.00002854257],"study_design_scores_gemma":[0.00057613687,0.00015873353,0.0067101438,0.00055890996,0.000098173325,0.0000017872209,0.23644553,0.000011036435,0.00007924108,0.005289719,0.74976635,0.000304258],"about_ca_topic_score_codex":0.0063413666,"about_ca_topic_score_gemma":0.0101047205,"teacher_disagreement_score":0.72202706,"about_ca_system_score_codex":0.00007854542,"about_ca_system_score_gemma":0.00020467448,"threshold_uncertainty_score":0.95862913},"labels":[],"label_agreement":null},{"id":"W2610551795","doi":"10.1177/1609406917706883","title":"Experiences in Broker-Facilitated Participatory Cross-Cultural Research","year":2017,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Interview; Participatory action research; Qualitative research; Documentation; Community-based participatory research; Informed consent; Psychology; Citizen journalism; Medical education; Focus group; General partnership; Conversation; Public relations; Sociology; Medicine; Political science; Social science; Computer science","score_opus":0.9506521147955451,"score_gpt":0.8333315679971051,"score_spread":0.11732054679844006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610551795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94058067,0.00070124783,0.01858563,0.017691595,0.002191419,0.00019410066,0.000015037117,0.0000117102245,0.020028606],"genre_scores_gemma":[0.856928,0.00034630566,0.14069124,0.00009191516,0.00053775246,0.000038559632,9.607318e-7,0.000011090469,0.0013541708],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9350134,0.059921324,0.0010845484,0.0002878915,0.0030397861,0.0006530479],"domain_scores_gemma":[0.97384644,0.016819676,0.00076814153,0.00026031872,0.007997429,0.00030800587],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.20388605,0.0001413272,0.00039601958,0.00052175997,0.0011947124,0.0010833732,0.0021920814,0.00016220863,0.0004070399],"category_scores_gemma":[0.15543441,0.00011355699,0.00020622238,0.000277637,0.008895887,0.0021766296,0.00023594828,0.0012415155,0.000021172693],"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":[0.00027093972,0.00011391307,0.0031326106,0.000009457887,0.00010039056,0.000076236334,0.8683183,0.000007704304,0.0013011205,0.09290661,0.00037192105,0.033390786],"study_design_scores_gemma":[0.000778246,0.00019770674,0.009900132,0.00015633456,0.0000037100426,0.0000039854326,0.77720636,0.000043795237,0.0021523114,0.16641062,0.042981017,0.00016580342],"about_ca_topic_score_codex":0.0029545785,"about_ca_topic_score_gemma":0.0005643768,"teacher_disagreement_score":0.122105606,"about_ca_system_score_codex":0.00052402745,"about_ca_system_score_gemma":0.0008880514,"threshold_uncertainty_score":0.9999536},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2612244340","doi":"10.1111/area.12344","title":"‘Maybe you will remember’: interpretation and life course reflexivity","year":2017,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; European Commission","keywords":"Reflexivity; Insider; Interpretation (philosophy); Sociology; Life course approach; Ethnography; Perspective (graphical); Field (mathematics); Epistemology; Autoethnography; Aesthetics; Gender studies; Social science; Psychology; Social psychology; Visual arts; Anthropology; Art; Philosophy; Linguistics","score_opus":0.3021702516072753,"score_gpt":0.5795792558399724,"score_spread":0.2774090042326971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612244340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47884524,0.0006154295,0.007472525,0.113127775,0.0005708553,0.0003947169,0.000023769235,0.00009815139,0.3988515],"genre_scores_gemma":[0.99469966,0.0003956379,0.0022352103,0.00027921516,0.00012273416,0.0000064060023,0.0000013781843,0.0000052223418,0.0022545303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983896,0.0008249966,0.000094526644,0.00016099136,0.00032168624,0.00020820211],"domain_scores_gemma":[0.9987068,0.0006097848,0.000094547104,0.00023605833,0.00016322259,0.0001895873],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005458467,0.000055035045,0.00010356249,0.000019307428,0.0012648915,0.0002387205,0.00021137009,0.00007908034,0.00008834842],"category_scores_gemma":[0.010105294,0.000048626534,0.000028749118,0.00003584358,0.0012145811,0.0005188327,0.000081252125,0.00018358551,0.000016047608],"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":[0.00011652545,0.000093201284,0.0181791,0.00005935476,0.000077057644,0.000013780326,0.24437806,0.0000013600535,0.00049267494,0.51898044,0.00608015,0.2115283],"study_design_scores_gemma":[0.0007887806,0.00023971475,0.22603764,0.00023194183,0.00005899531,0.0000010306256,0.06996758,0.0011766219,0.00024784394,0.49333632,0.20738105,0.00053248816],"about_ca_topic_score_codex":0.0032069092,"about_ca_topic_score_gemma":0.0014781309,"teacher_disagreement_score":0.5158544,"about_ca_system_score_codex":0.000026275195,"about_ca_system_score_gemma":0.00018541174,"threshold_uncertainty_score":0.998233},"labels":[],"label_agreement":null},{"id":"W2613557373","doi":"10.24908/jcri.v4i1.6369","title":"Whiteness in the Qualitative Research Setting: Critical Skepticism, Radical Reflexivity and Anti-racist Feminism","year":2017,"lang":"en","type":"article","venue":"Journal of Critical Race Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":19,"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":"Reflexivity; Sociology; Racialization; Participant observation; Gender studies; Ideology; Skepticism; Critical race theory; Rhetorical question; Social psychology; Power (physics); Psychology; Qualitative research; Politics; Epistemology; Racism; Social science; Political science; Race (biology)","score_opus":0.6560640722268185,"score_gpt":0.7373504218325919,"score_spread":0.08128634960577341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613557373","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":[0.38174692,0.0008959857,0.006477191,0.60161704,0.0006928118,0.00022746825,0.000010921684,0.000009037562,0.008322602],"genre_scores_gemma":[0.98726225,0.0004730415,0.010186622,0.00073593203,0.0012239857,0.000008503067,2.7623614e-7,0.0000144591895,0.00009491705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96635234,0.028337438,0.0007793383,0.00030997506,0.0031378793,0.0010830166],"domain_scores_gemma":[0.90309334,0.09311566,0.00020765727,0.00047176486,0.0022273392,0.00088423636],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.15688846,0.00015563639,0.0005198911,0.0002481532,0.0029770937,0.0011074914,0.001257108,0.00033771052,0.00006312661],"category_scores_gemma":[0.45004344,0.00010797805,0.00014075066,0.0002939773,0.030672505,0.0011138534,0.00026156224,0.0033756632,0.0000114054765],"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":[0.00014628138,0.00030655728,0.000346832,0.00012435146,0.000011640524,0.0004354189,0.37585866,1.8370152e-7,0.00030149613,0.61660796,0.0019515973,0.003908991],"study_design_scores_gemma":[0.00042470163,0.00041160657,0.005618256,0.00034486377,0.000019016305,0.000047431637,0.45367295,0.000028334092,0.00008716257,0.529884,0.009296683,0.00016503433],"about_ca_topic_score_codex":0.00021337667,"about_ca_topic_score_gemma":0.0001232161,"teacher_disagreement_score":0.60551536,"about_ca_system_score_codex":0.00016509225,"about_ca_system_score_gemma":0.0011911211,"threshold_uncertainty_score":0.9999294},"labels":[],"label_agreement":null},{"id":"W2613887707","doi":"10.1007/s10846-017-0565-y","title":"From the Guest Editors","year":2017,"lang":"en","type":"article","venue":"Journal of Intelligent & Robotic Systems","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Concordia University","funders":"","keywords":"Computer science; Software engineering","score_opus":0.2698848236262219,"score_gpt":0.5234215307557878,"score_spread":0.2535367071295659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613887707","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":[0.033699755,0.015906472,0.31425938,0.20624706,0.37084067,0.0015989877,0.000030094778,0.000061450795,0.057356123],"genre_scores_gemma":[0.8649939,0.0019517087,0.0021246008,0.00011941675,0.12725234,0.000004959335,6.618646e-7,0.00002111325,0.0035313105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99526864,0.0025108878,0.00056670565,0.00010436693,0.0012608593,0.00028850764],"domain_scores_gemma":[0.993719,0.0039468883,0.00091919804,0.0003734759,0.00082075264,0.00022069087],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.015819576,0.000093161536,0.00029900088,0.000046071687,0.0013618175,0.00079592154,0.0013388061,0.00011740535,0.0000739754],"category_scores_gemma":[0.0123108,0.00005324572,0.00018669675,0.000067518136,0.00087436114,0.00030997,0.00007350423,0.0005339628,0.000078050514],"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":[0.00014382087,0.00031307025,0.023292318,0.00010956478,0.0010198584,0.00020708796,0.23241083,0.002533919,0.0003950615,0.12766494,0.59269893,0.019210614],"study_design_scores_gemma":[0.00019188756,0.00017910238,0.0024046756,0.00082300213,0.00006040037,0.000010698494,0.13473348,0.00029452963,0.00016790348,0.010887809,0.85006285,0.00018365077],"about_ca_topic_score_codex":0.013433104,"about_ca_topic_score_gemma":0.00035414853,"teacher_disagreement_score":0.8312941,"about_ca_system_score_codex":0.00015780161,"about_ca_system_score_gemma":0.00040947666,"threshold_uncertainty_score":0.99993825},"labels":[],"label_agreement":null},{"id":"W2614352921","doi":"10.1177/1476750317709078","title":"Accidental ethnography: A method for practitioner-based education research","year":2017,"lang":"en","type":"article","venue":"Action Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":36,"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":"Ethnography; Accidental; Sociology; Action (physics); Process (computing); Action research; Epistemology; Phenomenon; Engineering ethics; Pedagogy; Computer science; Anthropology; Engineering","score_opus":0.8138879724475797,"score_gpt":0.7830376572744779,"score_spread":0.030850315173101772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614352921","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":[0.047652718,0.0005417973,0.21330981,0.4506473,0.0029652389,0.008188411,0.000079187506,0.00027476327,0.2763408],"genre_scores_gemma":[0.74673015,0.0009150868,0.21961708,0.00032068172,0.0028687706,0.0030866594,0.00005230921,0.00006746704,0.026341775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97912043,0.015983716,0.0002365797,0.00051032164,0.0030792016,0.001069773],"domain_scores_gemma":[0.9792268,0.014332623,0.00013983434,0.00074897264,0.005156313,0.00039542533],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.1149212,0.00009930355,0.00016368121,0.0009741293,0.014320991,0.0014042701,0.0009998074,0.00030242698,0.00041099163],"category_scores_gemma":[0.054557588,0.00009891171,0.00014772444,0.0008362597,0.0027655684,0.0010931061,0.00015410842,0.0018378494,0.00012665337],"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":[0.00047883438,0.0006688882,0.0016038226,0.00017563027,0.00005586843,0.0000029810221,0.011899843,0.0000063977104,0.0065551284,0.3419757,0.07667673,0.5599002],"study_design_scores_gemma":[0.00045558796,0.00023770347,0.0054584653,0.00008068188,0.000005511937,5.822787e-7,0.065700695,0.00041566163,0.0040909676,0.19176127,0.73163205,0.00016080939],"about_ca_topic_score_codex":0.03353743,"about_ca_topic_score_gemma":0.008371094,"teacher_disagreement_score":0.6990774,"about_ca_system_score_codex":0.0005351671,"about_ca_system_score_gemma":0.004636015,"threshold_uncertainty_score":0.9999483},"labels":[],"label_agreement":null},{"id":"W2619286145","doi":"","title":"Elite Interviewing: Lessons from Fieldwork in Policy Research","year":2015,"lang":"en","type":"article","venue":"Canadian Society for the Study of Higher Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Elite; Interview; Political science; Sociology; Anthropology; Law; Politics","score_opus":0.604013918806795,"score_gpt":0.64262411993105,"score_spread":0.03861020112425495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619286145","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":[0.3714325,0.007724805,0.00017411978,0.579234,0.0017633996,0.0030301856,0.00007414184,0.000019566587,0.03654726],"genre_scores_gemma":[0.98956275,0.0002569591,0.0010361044,0.00073462445,0.00090224016,0.00020997055,0.000007053626,0.0000093843655,0.007280932],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975359,0.0013125999,0.00016747846,0.00016292171,0.00043973667,0.00038139633],"domain_scores_gemma":[0.99668694,0.002229561,0.000043514177,0.00022157806,0.0005306719,0.00028772294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0097500505,0.00005581241,0.00011496705,0.00010582453,0.00057515776,0.000063012645,0.0004134529,0.00009598062,0.000054498025],"category_scores_gemma":[0.0015271527,0.000046187302,0.000090923546,0.000860329,0.00041874335,0.000087734676,0.000032515247,0.00033646924,0.0000044864028],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009309094,0.0001965724,0.0040339073,0.000013690924,0.0000621164,1.0420254e-7,0.76935095,0.0000047259687,0.00000430857,0.089456365,0.092240795,0.044627186],"study_design_scores_gemma":[0.00016948923,0.00005490918,0.015133772,0.00002847246,0.00000618875,7.558844e-9,0.4835716,0.0000052595765,0.0000014465087,0.0577086,0.44327432,0.000045956374],"about_ca_topic_score_codex":0.8818163,"about_ca_topic_score_gemma":0.65608597,"teacher_disagreement_score":0.6181302,"about_ca_system_score_codex":0.0008235396,"about_ca_system_score_gemma":0.0061538257,"threshold_uncertainty_score":0.99948037},"labels":[],"label_agreement":null},{"id":"W2619508255","doi":"","title":"Best Practices in Reasearch Methods - So, What Do We Mean by \"Rural,\" \"Remote,\" and \"Northern\"?","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Medicine; Geography; Optometry; Environmental health","score_opus":0.5518871985370363,"score_gpt":0.6743114973562805,"score_spread":0.12242429881924421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619508255","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":[0.22342446,0.2139795,0.0013788108,0.53490496,0.0005011099,0.00067314366,0.000016174567,0.000010851508,0.02511099],"genre_scores_gemma":[0.705251,0.16709208,0.11655248,0.00034220956,0.0025020293,0.000009164468,0.0000036817903,0.0001187888,0.00812861],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.97944444,0.016841527,0.00047406007,0.0002557372,0.0016415307,0.0013427159],"domain_scores_gemma":[0.98857105,0.0071916953,0.00026403987,0.00021806569,0.0016145008,0.0021406664],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.070560485,0.00013267131,0.00031506253,0.0012099463,0.0014951661,0.0018154305,0.0006864551,0.00024278107,0.00021626623],"category_scores_gemma":[0.019875916,0.00012325264,0.00007314776,0.0013175224,0.0043239575,0.0017894771,0.000027526185,0.0025272975,0.000018248322],"study_design_candidate":"design_other","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":[0.00004327396,0.000050664403,0.0005772671,0.00001856444,0.000013824646,0.00005857608,0.12281498,0.000003922739,0.0003946724,0.0022601925,0.003861849,0.8699022],"study_design_scores_gemma":[0.0004904749,0.0004017801,0.0002983119,0.0037065991,0.0000123293885,0.000051936295,0.581211,0.00017043672,0.00021037442,0.0668742,0.34634358,0.0002289892],"about_ca_topic_score_codex":0.115433775,"about_ca_topic_score_gemma":0.30010018,"teacher_disagreement_score":0.8696732,"about_ca_system_score_codex":0.0021161598,"about_ca_system_score_gemma":0.007708804,"threshold_uncertainty_score":0.99980474},"labels":[],"label_agreement":null},{"id":"W2620386469","doi":"10.1111/tesg.12229","title":"Feeling Bodies of Knowledge: Situating Knowledge Production Through Felt Embeddedness","year":2017,"lang":"en","type":"article","venue":"Tijdschrift voor Economische en Sociale Geografie","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"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":"Embeddedness; Feeling; Embodied cognition; Knowledge production; Sociology; Politics; Argument (complex analysis); Negotiation; Epistemology; Aesthetics; Psychology; Social psychology; Social science; Political science; Knowledge management","score_opus":0.17603992466609847,"score_gpt":0.5037167257681199,"score_spread":0.3276768011020214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620386469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54172474,0.0023952061,0.0007907578,0.0077263564,0.0022950044,0.0008237371,0.000028738785,0.00016717377,0.44404832],"genre_scores_gemma":[0.97107583,0.0011970452,0.009718768,0.00003223238,0.003246612,0.00009277992,0.000009668805,0.000050207047,0.0145768775],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99533147,0.0021622595,0.00068725884,0.0006256785,0.00035069065,0.0008426449],"domain_scores_gemma":[0.99571395,0.0017971216,0.00073951366,0.00067752495,0.00086834334,0.00020354528],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.013199348,0.00028509062,0.0006781276,0.00011868025,0.0044671204,0.00039323646,0.0010303493,0.00045392767,0.00029513505],"category_scores_gemma":[0.013669258,0.00030339294,0.00031841628,0.00016099731,0.0030074422,0.0012619302,0.0003955103,0.0007514883,0.00025834376],"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":[0.000099765624,0.0005202361,0.014513418,0.0006337114,0.0004252527,0.0000034815798,0.5550458,0.000025959098,0.0017721505,0.2857319,0.0050255526,0.13620275],"study_design_scores_gemma":[0.002358239,0.0002316241,0.017199831,0.000646949,0.00017891075,0.000002055347,0.2013859,0.00027302475,0.008614117,0.10442997,0.6629914,0.0016879936],"about_ca_topic_score_codex":0.0051131803,"about_ca_topic_score_gemma":0.011952402,"teacher_disagreement_score":0.65796584,"about_ca_system_score_codex":0.00015812938,"about_ca_system_score_gemma":0.0014587113,"threshold_uncertainty_score":0.9999418},"labels":[],"label_agreement":null},{"id":"W262080381","doi":"","title":"RESEARCH AS RESISTANCE: Critical, Indigenous, and Anti-Oppressive Approaches","year":2006,"lang":"en","type":"article","venue":"Resources for feminist research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":438,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Reflexivity; Praxis; Politics; Resistance (ecology); Epistemology; Positivism; Participatory action research; Narrative; Queer; Ideology; Social science; Gender studies; Law; Political science","score_opus":0.416236102206963,"score_gpt":0.586607311215006,"score_spread":0.17037120900804298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W262080381","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":[0.4465589,0.009056277,0.0004251846,0.02549889,0.00010769663,0.0027029936,0.00016611983,0.00013145314,0.5153525],"genre_scores_gemma":[0.95004773,0.0008631796,0.0067347703,0.000044799002,0.0012656425,0.0006398844,0.00001673678,0.000068996225,0.04031825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98018694,0.011262853,0.0004911994,0.0009812651,0.0043614884,0.002716226],"domain_scores_gemma":[0.962638,0.034094453,0.00007235096,0.00055398466,0.0019946634,0.00064655644],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07109873,0.00022019763,0.00042583098,0.00079391187,0.008908539,0.001370487,0.0010733869,0.0005131065,0.00011558611],"category_scores_gemma":[0.022822274,0.0002038565,0.0001283117,0.0018359678,0.016274264,0.00023951456,0.00045402767,0.002088189,0.00006977194],"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":[0.0003430874,0.00031850205,0.001399341,0.0006474781,0.000037722988,0.00004956285,0.11728693,0.0000021647375,0.00079234573,0.8536715,0.021308923,0.004142479],"study_design_scores_gemma":[0.00027966252,0.00022341657,0.0006688043,0.0001288978,0.000005660772,0.0000021073838,0.10896279,0.00001668216,0.00050992705,0.21716954,0.67181927,0.00021326299],"about_ca_topic_score_codex":0.007439687,"about_ca_topic_score_gemma":0.0020291638,"teacher_disagreement_score":0.6505103,"about_ca_system_score_codex":0.0003356644,"about_ca_system_score_gemma":0.0013044412,"threshold_uncertainty_score":0.9996662},"labels":[],"label_agreement":null},{"id":"W2622303122","doi":"10.29173/cais682","title":"Exploring the Information Context at the Pride Library at the University of Western Ontario","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"York University","funders":"","keywords":"Pride; Ethnography; Context (archaeology); Library science; Art; Humanities; Sociology; Geography; Archaeology; Political science; Computer science; Anthropology","score_opus":0.1442430260755947,"score_gpt":0.3183777684654186,"score_spread":0.1741347423898239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622303122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8878554,0.0005145167,0.000020017864,0.092853665,0.00025502942,0.00074923993,0.00012375748,0.0000142373165,0.017614098],"genre_scores_gemma":[0.9667117,0.0018158106,0.00013954284,0.00050825917,0.000087410706,0.0000186831,0.0000034941547,0.000012834588,0.03070226],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971831,0.0005638607,0.0005257633,0.00020784215,0.0009882677,0.00053116237],"domain_scores_gemma":[0.97409815,0.002794371,0.0013212754,0.0003393978,0.021272214,0.00017461035],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0038761701,0.00023965961,0.00040092104,0.0000634204,0.0012059164,0.001555456,0.0026906354,0.00016718097,0.00059013994],"category_scores_gemma":[0.011076449,0.00012858049,0.0002699841,0.00054495485,0.0062337546,0.023518074,0.0018816147,0.0007487681,0.000050026094],"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":[0.00016809048,0.000050621882,0.08633987,0.00032099613,0.0001573273,2.6355374e-7,0.816033,0.0000053265235,0.00066972204,0.052853398,0.01128276,0.032118596],"study_design_scores_gemma":[0.0002881683,0.00016713623,0.15127589,0.0004220492,0.000081158025,0.0000040190343,0.1784445,0.000060033057,0.0044704885,0.007027447,0.6575799,0.00017919889],"about_ca_topic_score_codex":0.060092073,"about_ca_topic_score_gemma":0.014796264,"teacher_disagreement_score":0.64629716,"about_ca_system_score_codex":0.00027177663,"about_ca_system_score_gemma":0.00087196106,"threshold_uncertainty_score":0.999481},"labels":[],"label_agreement":null},{"id":"W2623013921","doi":"10.1177/1609406917714161","title":"Reclaiming the Potential of Transformative Scholarship to Enable Social Justice","year":2017,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University","funders":"Ontario Trillium Foundation","keywords":"Scholarship; Transformative learning; Cognitive reframing; Sociology; Economic Justice; Distancing; Environmental ethics; Epistemology; Social science; Political science; Psychology; Social psychology; Law; Pedagogy; Coronavirus disease 2019 (COVID-19); Medicine","score_opus":0.8010848404705384,"score_gpt":0.7454940403849617,"score_spread":0.05559080008557671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623013921","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022139503,0.0001670963,0.8425592,0.11384756,0.0020590906,0.00021752168,0.00004132546,0.0000062393065,0.01896243],"genre_scores_gemma":[0.53535414,0.00019622952,0.4617236,0.00063412415,0.0014109284,0.000008183178,8.404126e-7,0.000014634891,0.00065731077],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9692893,0.027358076,0.00086684595,0.00014593024,0.002011466,0.00032835454],"domain_scores_gemma":[0.9856662,0.008364833,0.001243136,0.00015440695,0.004403116,0.00016831141],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.104549274,0.0001227857,0.00035738264,0.00023861228,0.0019242462,0.00035634384,0.0019695484,0.00011084711,0.00012845767],"category_scores_gemma":[0.0471135,0.00008731929,0.0003060424,0.00016540351,0.0017372511,0.0010886748,0.0001305343,0.00080640684,0.0000060901225],"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":[0.00037819907,0.00006194318,0.00001767207,0.000025965937,0.00033871026,0.000010730548,0.5448737,0.000021689892,0.0076366565,0.312613,0.0004950549,0.13352665],"study_design_scores_gemma":[0.0007318466,0.00024388969,0.0017163244,0.00018643438,0.000110014975,0.0000071955687,0.44858888,0.00004097106,0.008269802,0.4916196,0.0483046,0.00018047588],"about_ca_topic_score_codex":0.00039319895,"about_ca_topic_score_gemma":0.00006151681,"teacher_disagreement_score":0.51321465,"about_ca_system_score_codex":0.00020743281,"about_ca_system_score_gemma":0.00058886653,"threshold_uncertainty_score":0.9993751},"labels":[],"label_agreement":null},{"id":"W2626167037","doi":"10.1002/9781405165518.wbeosg061","title":"Goffman, Erving (1922–1982)","year":2007,"lang":"en","type":"book","venue":"The Blackwell Encyclopedia of Sociology","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Dramaturgy; Sociology; Framing (construction); Deviance (statistics); Frame analysis; Biography; Psychoanalysis; Social order; Epistemology; Gender studies; Social science; Aesthetics; Art history; Psychology; History; Philosophy; Law; Political science","score_opus":0.11231121125524349,"score_gpt":0.46340724345957374,"score_spread":0.3510960322043303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626167037","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":[0.00023247841,0.0055080657,0.0008963078,0.0049759797,0.0012848659,0.0006015311,0.000051376795,0.00007065723,0.9863787],"genre_scores_gemma":[0.00030043998,0.038951952,0.0017611204,0.00079284626,0.0029748303,0.000022002709,0.000044536046,0.00007130647,0.955081],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918128,0.0048362315,0.0007820915,0.0004960329,0.0010320756,0.0010407444],"domain_scores_gemma":[0.98388714,0.0141144395,0.00064873183,0.0006030383,0.0005646704,0.00018199148],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.022298133,0.00035902258,0.00084624963,0.00020148543,0.0007816965,0.000020531535,0.0015130354,0.0016338747,0.0013309665],"category_scores_gemma":[0.0039981925,0.0002723497,0.00039918537,0.00018098313,0.01533356,0.00008894978,0.00034088414,0.0023659123,0.0004959602],"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":[0.00003156572,0.000031223597,0.000032362863,0.00014886272,0.0001311039,0.000011531756,0.089420296,0.0000022842876,0.0000047983312,0.7595241,0.1395655,0.011096357],"study_design_scores_gemma":[0.00009075216,0.00006188279,0.00003614556,0.000055347322,0.000040129,4.6850946e-7,0.0062956554,0.0000014326223,0.000001661834,0.42542055,0.56781834,0.000177647],"about_ca_topic_score_codex":0.001296099,"about_ca_topic_score_gemma":0.0008255876,"teacher_disagreement_score":0.42825282,"about_ca_system_score_codex":0.00038181464,"about_ca_system_score_gemma":0.002598866,"threshold_uncertainty_score":0.9999729},"labels":[],"label_agreement":null},{"id":"W2626892290","doi":"10.1002/tl.20237","title":"Decoding the Disciplines as a Hermeneutic Practice","year":2017,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Mount Royal University","funders":"","keywords":"Decoding methods; Hermeneutics; Pedagogy; Epistemology; Sociology; Psychology; Computer science; Philosophy; Algorithm","score_opus":0.1680743757401392,"score_gpt":0.5746110214903299,"score_spread":0.4065366457501908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626892290","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":[0.15123881,0.0011676155,0.04167266,0.28654116,0.0011135434,0.0007153621,0.0000017573816,0.0002993359,0.51724976],"genre_scores_gemma":[0.8654326,0.0006862088,0.042517714,0.00026014473,0.0011604315,0.00004515515,0.0000010410024,0.000019412051,0.08987728],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727184,0.0020456514,0.000091617185,0.00015918943,0.00019388346,0.00023782712],"domain_scores_gemma":[0.9934156,0.0061406377,0.00012244399,0.00013768052,0.00007652096,0.000107148524],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01552995,0.00006109928,0.00008302864,0.00003623872,0.026668232,0.00075092656,0.00018056014,0.000054906275,0.000012605354],"category_scores_gemma":[0.065274514,0.000044287066,0.00005112659,0.000041787083,0.00046469632,0.00042890987,0.000060085902,0.0010342767,0.0000052391606],"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":[0.000019505025,0.000017196406,0.0006976742,0.000010244231,0.000032289394,6.321262e-7,0.168458,0.000031567914,0.00009657101,0.17221819,0.00053022086,0.65788794],"study_design_scores_gemma":[0.00012051225,0.000046060642,0.0007071586,0.000035164147,0.000023767258,0.0000024853607,0.094559364,0.0004610975,0.000006134219,0.01542363,0.8885446,0.00007001854],"about_ca_topic_score_codex":0.01550553,"about_ca_topic_score_gemma":0.0017384612,"teacher_disagreement_score":0.8880144,"about_ca_system_score_codex":0.000036530026,"about_ca_system_score_gemma":0.00014474444,"threshold_uncertainty_score":0.9910503},"labels":[],"label_agreement":null},{"id":"W2643493243","doi":"","title":"“Symposium: A Passion for Making a Difference, Perspectives on Knowledge Exchange”","year":2010,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Université de Montréal","funders":"","keywords":"Passion; Computer science; Knowledge management; Psychology; Social psychology","score_opus":0.31410947967972686,"score_gpt":0.5032120667013593,"score_spread":0.18910258702163246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2643493243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8941272,0.00041687416,0.009398541,0.064626954,0.00036387128,0.0021710126,0.000031219002,0.00010214863,0.028762178],"genre_scores_gemma":[0.9940102,0.0011564366,0.0029578293,0.000026974665,0.0003118383,0.000012594303,0.0000018636001,0.000015465519,0.0015068052],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99496365,0.0029960594,0.000107441694,0.00035941892,0.0009287619,0.00064468384],"domain_scores_gemma":[0.99256766,0.0057760766,0.00006838186,0.00037515323,0.001025064,0.0001876892],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.011630755,0.00010964795,0.00019260068,0.00030266683,0.001981911,0.0000674683,0.00088595145,0.00017190553,0.00021585579],"category_scores_gemma":[0.0017992675,0.000088158486,0.00015208914,0.00051861326,0.00317907,0.00017685641,0.00029096068,0.0010196252,0.000058174715],"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":[0.00026654964,0.0002034616,0.00021277815,0.00010585953,0.000029567123,0.0000033798365,0.82420784,4.638399e-7,0.00322092,0.1529924,0.0027214044,0.016035385],"study_design_scores_gemma":[0.00049546675,0.0003744447,0.003050882,0.00016899979,0.00000845316,2.2847816e-7,0.6913135,0.00014313786,0.00040813023,0.020572398,0.28331193,0.00015240847],"about_ca_topic_score_codex":0.0000679677,"about_ca_topic_score_gemma":0.00021092585,"teacher_disagreement_score":0.28059053,"about_ca_system_score_codex":0.00014436622,"about_ca_system_score_gemma":0.00038662466,"threshold_uncertainty_score":0.9995337},"labels":[],"label_agreement":null},{"id":"W268872","doi":"10.46743/2160-3715/2008.1608","title":"Ethical Challenges in Participant Observation: A Reflection on Ethnographic Fieldwork","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":141,"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":"University of Chicago","keywords":"Covert; Ethnography; Participant observation; Vulnerability (computing); Feeling; Insider; Psychology; Social psychology; Sociology; Fieldnotes; Research ethics; Qualitative research; Epistemology; Social science; Anthropology","score_opus":0.9279260381525751,"score_gpt":0.71354018712746,"score_spread":0.2143858510251151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W268872","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":[0.26921123,0.0018843395,0.0018945251,0.6392728,0.00067966076,0.00096128724,0.0000025384636,0.00014149756,0.08595209],"genre_scores_gemma":[0.99323934,0.0011212949,0.002473375,0.001484799,0.0003935144,0.0002839387,0.0000034102393,0.00001360026,0.0009867372],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97562814,0.021821808,0.0005027527,0.00031909664,0.0012920693,0.00043612657],"domain_scores_gemma":[0.9897013,0.009054509,0.00020306086,0.0003230123,0.00052183407,0.00019634166],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0933118,0.00011535131,0.00024372264,0.000115487055,0.00037098082,0.00004525933,0.00021499927,0.00032616509,0.000022051587],"category_scores_gemma":[0.033121686,0.00008184655,0.00008264263,0.000841198,0.0011300949,0.00016364959,0.000037485268,0.0013800907,0.000025850468],"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":[0.0000785057,0.0000445205,0.00022563557,0.000009400333,0.000015819054,0.00003610999,0.55725855,0.0000051607262,0.000004699644,0.43779153,0.000253312,0.0042767525],"study_design_scores_gemma":[0.00015550324,0.0002521061,0.0026357428,0.00007697871,0.000006460551,0.0000027711387,0.46817496,0.000016054568,0.000017063743,0.4949021,0.033646926,0.000113329814],"about_ca_topic_score_codex":0.0036000265,"about_ca_topic_score_gemma":0.0051155,"teacher_disagreement_score":0.7240281,"about_ca_system_score_codex":0.00014765307,"about_ca_system_score_gemma":0.0004515084,"threshold_uncertainty_score":0.97502273},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W269067638","doi":"10.46743/2160-3715/2013.1550","title":"Guidance on Performing Focused Ethnographies with an Emphasis on Healthcare Research","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":391,"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":"Ethnography; Rigour; Health care; Context (archaeology); Sociology; Data collection; Engineering ethics; Qualitative research; Psychology; Public relations; Epistemology; Social science; Political science; Engineering","score_opus":0.8174767251381425,"score_gpt":0.7237425254530808,"score_spread":0.09373419968506169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W269067638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7618131,0.00048427685,0.0011551289,0.12888837,0.0002177054,0.0012736139,0.000021659485,0.00017186273,0.105974294],"genre_scores_gemma":[0.9838767,0.00016033146,0.010145418,0.0006113479,0.00039630022,0.00021750767,0.000009893585,0.000044194658,0.0045383046],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95685714,0.037191425,0.0004816572,0.0005612746,0.0039960775,0.00091244845],"domain_scores_gemma":[0.98453045,0.011018729,0.0002636156,0.0007826656,0.0028325962,0.00057197403],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14597102,0.0002016161,0.0003329215,0.00034423836,0.0024384009,0.00016730765,0.0005797521,0.00015862477,0.000023004606],"category_scores_gemma":[0.02096476,0.00012074972,0.0000853316,0.0018791554,0.0048413277,0.0003523273,0.0000644182,0.0013276887,0.000052266612],"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":[0.0006713573,0.000109524524,0.00036087833,0.000025530328,0.000041133495,0.000092749346,0.6920949,0.0000072264697,0.0000113557035,0.29157534,0.0011948653,0.0138151385],"study_design_scores_gemma":[0.0003320012,0.0039206995,0.00044597514,0.00019212147,0.000005605785,0.0000066531084,0.7970715,0.000011851141,0.00021687803,0.15627027,0.041307725,0.00021871534],"about_ca_topic_score_codex":0.013791659,"about_ca_topic_score_gemma":0.0057893647,"teacher_disagreement_score":0.22206362,"about_ca_system_score_codex":0.00037030684,"about_ca_system_score_gemma":0.0016839567,"threshold_uncertainty_score":0.9988603},"labels":[],"label_agreement":null},{"id":"W2727281979","doi":"","title":"Guest Editorial Special issue","year":2008,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Medicine","score_opus":0.07568802620588318,"score_gpt":0.4025032814971526,"score_spread":0.3268152552912694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727281979","genre_codex":"other","genre_gemma":"editorial","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":[0.0030330291,0.0005861608,0.019573212,0.06784027,0.053644545,0.0008896609,0.00014222105,0.00034577583,0.85394514],"genre_scores_gemma":[0.01802794,0.037084833,0.20079377,0.00046272666,0.51126313,0.00035682364,0.0010501931,0.00025374827,0.23070684],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95373243,0.04241258,0.00055511773,0.000804648,0.0018229838,0.0006722678],"domain_scores_gemma":[0.98458517,0.0075445524,0.00044564923,0.0014137335,0.0055558314,0.00045506688],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03725544,0.0003137054,0.00046883922,0.00020118261,0.001589171,0.00061669515,0.0018203453,0.0008635964,0.0007439708],"category_scores_gemma":[0.026021237,0.0003439414,0.00029764025,0.0004966319,0.0022323648,0.0001968329,0.001312268,0.0019797436,0.00028097528],"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":[0.000023107608,0.00042129715,0.00018990654,0.00011207462,0.00007250746,0.000010469821,0.18096459,0.000005807733,0.00011935685,0.20174675,0.5716395,0.044694666],"study_design_scores_gemma":[0.00027760188,3.1866375e-7,0.00012847995,0.0005123529,0.000014648982,7.6948726e-7,0.0017398802,0.00008158226,0.0013116655,0.021989506,0.9735882,0.00035498114],"about_ca_topic_score_codex":0.014951234,"about_ca_topic_score_gemma":0.012760895,"teacher_disagreement_score":0.62323827,"about_ca_system_score_codex":0.00032246162,"about_ca_system_score_gemma":0.0020139818,"threshold_uncertainty_score":0.99990124},"labels":[],"label_agreement":null},{"id":"W2727716230","doi":"","title":"The Impact of Race, Gender, and Class in Postcolonial Feminist Fieldwork: A Retrospective Critique of Methodological Dilemmas","year":2011,"lang":"en","type":"article","venue":"Aporia","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Race (biology); Class (philosophy); Gender studies; Sociology; Epistemology; Philosophy","score_opus":0.4140894500051598,"score_gpt":0.568126344576166,"score_spread":0.15403689457100617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727716230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9102105,0.00041975803,0.0014158132,0.0014622977,0.00018274914,0.00040507622,0.000022865874,0.000012144682,0.08586883],"genre_scores_gemma":[0.9900285,0.00048442653,0.009319824,0.00001806198,0.00005542228,0.000010697638,3.22956e-7,0.000003792102,0.00007895739],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9946605,0.004408806,0.0002501989,0.00014746774,0.00026529195,0.00026773938],"domain_scores_gemma":[0.9931279,0.006365776,0.00012154204,0.00012186995,0.00018576016,0.00007714026],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015166077,0.00006830859,0.0002526167,0.000039053823,0.00018398775,0.000015022566,0.00018609798,0.00017853359,0.00009282149],"category_scores_gemma":[0.011795161,0.000042745578,0.00008692373,0.0002523614,0.0015277903,0.000058184865,0.000069508504,0.0003520149,5.427569e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026801735,0.000068244306,0.08363307,0.000012877632,0.00003805453,0.000005850547,0.08268779,1.3581966e-7,0.00050831964,0.8305973,0.00027442098,0.0019059466],"study_design_scores_gemma":[0.00024643505,0.00046849382,0.45184675,0.0000171185,0.0000058581854,7.159059e-7,0.016322926,0.000010634269,0.0005110847,0.529963,0.0005318545,0.00007509762],"about_ca_topic_score_codex":0.011481944,"about_ca_topic_score_gemma":0.0011594476,"teacher_disagreement_score":0.36821368,"about_ca_system_score_codex":0.00005590977,"about_ca_system_score_gemma":0.00026179213,"threshold_uncertainty_score":0.9965289},"labels":[],"label_agreement":null},{"id":"W2735221087","doi":"10.14288/canlit.vi227.202476","title":"Truths and Consequences","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Victoria","funders":"","keywords":"History; Philosophy","score_opus":0.2786013879394774,"score_gpt":0.551793552295659,"score_spread":0.27319216435618154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735221087","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":[0.0004152369,0.00004515768,0.004575974,0.03519406,0.0001101784,0.00025634927,0.000018318162,0.0000208005,0.95936394],"genre_scores_gemma":[0.09747132,0.001299597,0.011576853,0.00020736986,0.00010122992,0.000105133404,2.04799e-7,0.000005674789,0.88923264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843776,0.001079248,0.00006673218,0.00011605341,0.0001466819,0.00015353969],"domain_scores_gemma":[0.9978964,0.0018065209,0.000020120275,0.00006386867,0.00010723181,0.00010591467],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027565805,0.00003102693,0.000065436834,0.000024418096,0.0042077736,0.00077839236,0.00017162472,0.000040672512,0.0014793844],"category_scores_gemma":[0.0021986223,0.000020227648,0.0000137019815,0.00043412534,0.001439629,0.00023013547,0.00004630829,0.000054790024,0.00001245663],"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":[0.000028016102,0.00004551615,0.00032974183,0.0000043121668,0.000032906075,0.0000035086337,0.010916419,1.06903364e-7,0.001821571,0.60112715,0.34101388,0.04467684],"study_design_scores_gemma":[0.00018154149,0.000047482616,0.00009730332,0.000019015808,0.0000026674566,8.88953e-7,0.0078119948,0.0000011783065,0.0002262617,0.31938726,0.67216355,0.00006085503],"about_ca_topic_score_codex":0.030850101,"about_ca_topic_score_gemma":0.01466729,"teacher_disagreement_score":0.33114967,"about_ca_system_score_codex":0.00004805696,"about_ca_system_score_gemma":0.00045802246,"threshold_uncertainty_score":0.9994334},"labels":[],"label_agreement":null},{"id":"W2735543638","doi":"10.1007/978-94-6351-011-0_8","title":"Fieldwork as Socially Constructed and Negotiated Practice","year":2017,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Sociology; Epistemology; Philosophy","score_opus":0.1230389689592184,"score_gpt":0.473264703762828,"score_spread":0.3502257348036096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735543638","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":[0.000029822475,0.00033377818,0.000054932552,0.016198065,0.00076071743,0.0005154695,0.00002600056,0.0001340192,0.9819472],"genre_scores_gemma":[0.0006636122,0.00044325073,0.00563766,0.0016892086,0.00084305607,0.0000070110236,0.000014843875,0.000067853325,0.9906335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957912,0.0014173175,0.00037419808,0.0005813959,0.0012245282,0.0006113476],"domain_scores_gemma":[0.99279964,0.004307172,0.0006189994,0.0004990311,0.0013044088,0.00047074232],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.006440762,0.00034228957,0.0005301436,0.00016907552,0.002038131,0.001896921,0.00050390325,0.001381875,0.0008800531],"category_scores_gemma":[0.017406149,0.00035032144,0.00017231653,0.000018146256,0.005294643,0.00055395317,0.00020755605,0.0018758258,0.000066621],"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":[0.000053704134,0.000004416909,0.000002607549,0.000032086245,0.00019918161,0.000112835405,0.018883873,1.926291e-8,0.0000055485734,0.8921645,0.026659112,0.061882097],"study_design_scores_gemma":[0.00018552747,0.000048241527,0.000003690836,0.000104918785,0.000055571945,0.000007242918,0.0053107617,4.7400857e-7,0.0000018151671,0.36538324,0.62862796,0.00027056085],"about_ca_topic_score_codex":0.004357368,"about_ca_topic_score_gemma":0.0024800561,"teacher_disagreement_score":0.6019688,"about_ca_system_score_codex":0.0001463268,"about_ca_system_score_gemma":0.0034498612,"threshold_uncertainty_score":0.9999145},"labels":[],"label_agreement":null},{"id":"W2736831238","doi":"10.1177/1609406916681005","title":"Embracing the Spiral","year":2016,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":45,"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 Windsor; University of Alberta","funders":"","keywords":"Reflexivity; Conceptualization; Sociology; Identity (music); Critical theory; Negotiation; Consciousness; Dialogic; Epistemology; Pedagogy; Social science; Aesthetics","score_opus":0.8122069993426305,"score_gpt":0.7539817069278901,"score_spread":0.05822529241474039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736831238","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069887573,0.00038514982,0.83622986,0.12844229,0.002184215,0.00008617033,0.000010146008,0.000010739725,0.025662689],"genre_scores_gemma":[0.23004214,0.0005906826,0.75873715,0.0016503212,0.003448472,0.00000943075,3.8977947e-7,0.00002352372,0.0054978854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.95835,0.03913139,0.00061547244,0.00012074303,0.0015124481,0.00026995165],"domain_scores_gemma":[0.9658158,0.030841839,0.00057584,0.00010593048,0.0025144808,0.00014612405],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10270882,0.00009427888,0.00021099724,0.0001913264,0.00028680352,0.00010931449,0.00096334034,0.00006914632,0.00035019213],"category_scores_gemma":[0.043474145,0.000045038985,0.00023217409,0.00021842998,0.0016316792,0.0005264041,0.00008028737,0.00035951295,0.00002209218],"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":[0.000111085064,0.000026454736,0.0000420675,0.0000021052488,0.00016892371,0.000010141261,0.19273576,9.844678e-7,0.0050329436,0.5399364,0.0008374342,0.26109567],"study_design_scores_gemma":[0.0004104653,0.00010405314,0.00034302232,0.0001105536,0.000011073069,0.000008558201,0.101793714,0.0000026857067,0.0024419778,0.68209565,0.21258563,0.000092631904],"about_ca_topic_score_codex":0.0001644715,"about_ca_topic_score_gemma":0.000040406667,"teacher_disagreement_score":0.26100305,"about_ca_system_score_codex":0.00024299647,"about_ca_system_score_gemma":0.0004741129,"threshold_uncertainty_score":0.9645831},"labels":[],"label_agreement":null},{"id":"W2737806376","doi":"10.22215/sjcs.v5i1.299","title":"'Outsider Within': Reflexivity and working with African Caribbean Immigrants in Qualitative Research","year":2013,"lang":"en","type":"article","venue":"Southern Journal of Canadian Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Toronto","funders":"","keywords":"Reflexivity; Distancing; Objectivity (philosophy); Sociology; Hegemony; Gender studies; Subjectivity; Immigration; Qualitative research; Epistemology; Political science; Social science; Coronavirus disease 2019 (COVID-19); Politics; Law","score_opus":0.6297543148945087,"score_gpt":0.6010261127459108,"score_spread":0.028728202148597948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737806376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9180753,0.003971112,0.000029909614,0.06333202,0.00008953064,0.00033816617,0.000013719767,0.000005336107,0.014144858],"genre_scores_gemma":[0.99564147,0.0005371562,0.0029592568,0.00013991148,0.00012805064,0.000011489458,1.0710156e-7,0.000013384902,0.00056919],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99060524,0.007095793,0.00037026795,0.0001656685,0.0010228235,0.0007402078],"domain_scores_gemma":[0.9940036,0.0032213933,0.00019594023,0.000098850425,0.0016936065,0.0007866167],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03253855,0.000113659145,0.00037151927,0.0010799852,0.000782571,0.00013724215,0.00021841764,0.00007951817,0.000028607043],"category_scores_gemma":[0.008585642,0.00007980203,0.000040111125,0.0013795609,0.003005244,0.00022666785,0.000036162706,0.0009683281,0.000010018725],"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":[0.000036422556,0.000008441776,0.007489799,0.000016095373,0.00012708182,0.000049578506,0.977739,0.0000021427777,0.00001565736,0.009458923,0.0003788839,0.004677996],"study_design_scores_gemma":[0.0002372483,0.00015237191,0.0022122108,0.00023790453,0.0000068095587,0.000002581042,0.94216067,0.0000013363497,0.000005603148,0.05140841,0.003473443,0.00010139338],"about_ca_topic_score_codex":0.7354059,"about_ca_topic_score_gemma":0.96969795,"teacher_disagreement_score":0.23429203,"about_ca_system_score_codex":0.0004594825,"about_ca_system_score_gemma":0.0019673402,"threshold_uncertainty_score":0.99976546},"labels":[],"label_agreement":null},{"id":"W2738029650","doi":"","title":"Clearing Space for Multiple Voices: HIV Vulnerability amongst South Asian Immigrant Women in Toronto","year":2017,"lang":"en","type":"article","venue":"Journals @ The Mount (Mount Saint Vincent University)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Gender studies; Sociology; Vulnerability (computing); Immigration; Political science; Human immunodeficiency virus (HIV); Ethnology; Humanities; Medicine","score_opus":0.09676091481510692,"score_gpt":0.41583741529174245,"score_spread":0.31907650047663555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738029650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615571,0.00018341518,0.0062916176,0.024110056,0.00037636634,0.0010952168,0.00007713932,0.000047972804,0.0062611117],"genre_scores_gemma":[0.9959408,0.0006466743,0.0012735586,0.00009166101,0.00030954354,0.0000086695745,0.0000018839115,0.000019991176,0.0017072306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943148,0.0027040364,0.00037326862,0.000461901,0.0009052648,0.0012407238],"domain_scores_gemma":[0.99624777,0.0015897012,0.00056093966,0.00068724254,0.00042297802,0.0004913602],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.019820878,0.00023670228,0.0004435007,0.00015914858,0.0047277217,0.0006904723,0.0016781323,0.00021149077,0.00020816046],"category_scores_gemma":[0.005398564,0.00019080853,0.00026102606,0.00021760298,0.001272783,0.0012173408,0.0003853972,0.0008068569,0.000016426357],"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":[0.00084724516,0.0002931187,0.05064257,0.000097636745,0.00015493059,0.000066604065,0.21506324,0.00018557995,0.0006474024,0.72459877,0.0000797653,0.0073231403],"study_design_scores_gemma":[0.0015198748,0.00011322408,0.07888896,0.00019674812,0.000025800882,8.90469e-7,0.42416716,0.0010111245,0.00005136281,0.0075318436,0.4861255,0.000367502],"about_ca_topic_score_codex":0.22111753,"about_ca_topic_score_gemma":0.20590115,"teacher_disagreement_score":0.71706694,"about_ca_system_score_codex":0.045577772,"about_ca_system_score_gemma":0.00052384904,"threshold_uncertainty_score":0.99656796},"labels":[],"label_agreement":null},{"id":"W2743873676","doi":"10.22215/sjcs.v5i1.300","title":"\"West Indianness\" as an Ethnographic Presentation of Self in the Field: Black Canadians Across The Border","year":2013,"lang":"en","type":"article","venue":"Southern Journal of Canadian Studies","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Insider; Ethnography; Reflexivity; Nationality; Ethnic group; Sociology; Gender studies; Field research; Reading (process); Presentation (obstetrics); Field (mathematics); Participant observation; Media studies; Social science; Anthropology; Immigration; Political science; Law","score_opus":0.13986166326211358,"score_gpt":0.5296090512045799,"score_spread":0.38974738794246633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743873676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8998586,0.0011989172,0.0000072569296,0.094861366,0.000114311806,0.00026822102,0.000024180223,0.0000023404655,0.0036648193],"genre_scores_gemma":[0.99688023,0.00094807264,0.00015518368,0.0016027662,0.00017842892,0.000011190974,3.8933416e-7,0.00000737726,0.00021637387],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996027,0.0025509663,0.00032557303,0.000083586354,0.0005739778,0.00043890742],"domain_scores_gemma":[0.9963163,0.002254158,0.00021130167,0.00014131807,0.00082261686,0.00025428578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007806128,0.000085580075,0.00019544316,0.00031356732,0.0006528347,0.00011210019,0.00054329407,0.00008844059,0.00010739939],"category_scores_gemma":[0.0030320683,0.0000489819,0.000079787555,0.0010405362,0.0012686448,0.00023301567,0.000014608942,0.0005076539,0.0000118575135],"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":[0.000005150626,0.000013131091,0.011346192,0.000013788692,0.000099954384,0.0000133352205,0.978593,0.0000113284805,0.0000031485997,0.003907004,0.001666593,0.0043273643],"study_design_scores_gemma":[0.00013102652,0.00011719338,0.016570035,0.00003625526,0.000012102074,0.0000015569645,0.94934905,0.0000028026348,0.0000033913325,0.017618245,0.016096732,0.000061600695],"about_ca_topic_score_codex":0.9146844,"about_ca_topic_score_gemma":0.992719,"teacher_disagreement_score":0.09702163,"about_ca_system_score_codex":0.000089315385,"about_ca_system_score_gemma":0.0012525539,"threshold_uncertainty_score":0.5021143},"labels":[],"label_agreement":null},{"id":"W2745529373","doi":"10.1080/02601370.2017.1356881","title":"<i>Le cochon</i>, a washed up mermaid, and soldier’s bread: three generations of Acadian women at the intersection of museums and fiction","year":2017,"lang":"en","type":"article","venue":"International Journal of Lifelong Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Brock University","funders":"","keywords":"Narrative; Sociology; Craft; The arts; Aesthetics; Intersection (aeronautics); Visual arts; Gender studies; Art; Literature","score_opus":0.08370986246128155,"score_gpt":0.4838545414555233,"score_spread":0.4001446789942418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745529373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675156,0.00023283486,0.0022956051,0.026263973,0.0016144133,0.000108243315,0.000011320763,0.0000023649204,0.001955677],"genre_scores_gemma":[0.9968183,0.0007586274,0.0012778229,0.00009555061,0.00058609917,0.000008464527,0.0000029050236,0.0000051259676,0.00044708085],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99857444,0.0004002358,0.00034392392,0.00008720145,0.0004937829,0.000100435616],"domain_scores_gemma":[0.99752355,0.00044540444,0.0007203167,0.00010847218,0.0011087044,0.000093571136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034439608,0.000056271303,0.00012652227,0.00012535577,0.0005327212,0.00012832847,0.00028316712,0.00006644568,0.000031693427],"category_scores_gemma":[0.002162149,0.0000449904,0.000046928413,0.000052648855,0.0007165302,0.0005513742,0.00006151013,0.00018092046,5.5454166e-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":[0.000645931,0.00050024316,0.07064026,0.00010334064,0.00079420395,0.0000023612054,0.37317452,0.000057425255,0.044627905,0.22519031,0.010231355,0.27403215],"study_design_scores_gemma":[0.0024482578,0.0005619073,0.67441607,0.00070256763,0.00010472546,0.000110295805,0.13876598,0.00056164816,0.011510856,0.11234942,0.058091316,0.00037693264],"about_ca_topic_score_codex":0.0029886188,"about_ca_topic_score_gemma":0.0040497393,"teacher_disagreement_score":0.60377586,"about_ca_system_score_codex":0.00018711646,"about_ca_system_score_gemma":0.0008958123,"threshold_uncertainty_score":0.45179176},"labels":[],"label_agreement":null},{"id":"W2751556990","doi":"10.1177/1468794117728411","title":"Advancing rigour in solicited diary research","year":2017,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":62,"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":"Rigour; Qualitative research; Sociology; Engineering ethics; Research design; Psychology; Management science; Social science; Epistemology; Engineering","score_opus":0.7994687555827503,"score_gpt":0.7960433844838966,"score_spread":0.003425371098853769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751556990","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":[0.31022108,0.0010550476,0.0021200797,0.13507076,0.00031488776,0.0021251966,0.000049921506,0.00009718752,0.54894584],"genre_scores_gemma":[0.9710155,0.0019205675,0.008531068,0.00007942682,0.00061897543,0.0003368967,0.000006251862,0.00005218911,0.017439129],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8365614,0.15135485,0.00066366297,0.0009501801,0.006780491,0.0036894567],"domain_scores_gemma":[0.92780054,0.065802075,0.00015456235,0.0011951971,0.004255522,0.00079212536],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.43243453,0.00019269533,0.00046293868,0.0021667348,0.0094414335,0.0010434086,0.0023324436,0.00036465525,0.0004639533],"category_scores_gemma":[0.24719816,0.00018360816,0.0001209952,0.0025229298,0.013255478,0.0012163634,0.0009062688,0.004626558,0.0006431636],"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":[0.000097507495,0.00014711411,0.0016253979,0.00007079071,0.000019052233,0.000067027504,0.42444062,0.0000011630872,0.00090707705,0.552248,0.004451262,0.015924979],"study_design_scores_gemma":[0.000438516,0.00017324318,0.004346768,0.00022623099,9.079817e-7,2.6330966e-7,0.44183207,0.000093000985,0.00028839632,0.47993478,0.07245715,0.00020869508],"about_ca_topic_score_codex":0.059789706,"about_ca_topic_score_gemma":0.025504092,"teacher_disagreement_score":0.66079444,"about_ca_system_score_codex":0.0011563809,"about_ca_system_score_gemma":0.002425002,"threshold_uncertainty_score":0.9999936},"labels":[],"label_agreement":null},{"id":"W2755995460","doi":"10.1177/1077800417727762","title":"The Centrality of Reflexivity Through Narrative Beginnings: Towards Living Reconciliation","year":2017,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Reflexivity; Narrative; Situated; Narrative inquiry; Sociology; Epistemology; Personal narrative; Aesthetics; Psychology; Social science; Computer science; Philosophy; Linguistics","score_opus":0.592246968922347,"score_gpt":0.6581818860195869,"score_spread":0.06593491709723998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755995460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73357064,0.0010586429,0.033582613,0.10513737,0.0025588372,0.001222269,0.00008940002,0.00012586956,0.12265438],"genre_scores_gemma":[0.9871864,0.0007756158,0.009013345,0.0001785677,0.00043420747,0.00004658364,0.0000027488168,0.000014625072,0.0023479194],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9795678,0.017748617,0.00054838514,0.00036242424,0.0011700072,0.000602754],"domain_scores_gemma":[0.98337716,0.013630367,0.0009372335,0.00063122314,0.0012857054,0.00013830505],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.047689047,0.00016417088,0.00034583992,0.00003389303,0.005695097,0.0003143726,0.00087325694,0.00018137277,0.000100421654],"category_scores_gemma":[0.07949254,0.000121814744,0.00016642835,0.000186947,0.011894049,0.0011691921,0.00019098991,0.0005190666,0.000014380611],"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":[0.0000335432,0.00002828391,0.0002695205,0.000025835532,0.000044032586,5.235235e-7,0.65813434,4.5152396e-7,0.00010573412,0.3303825,0.00080476166,0.01017047],"study_design_scores_gemma":[0.000121808705,0.00010181483,0.007980752,0.00013274164,0.0000073380365,7.4944786e-8,0.7106964,0.000008640725,0.00044557665,0.26214394,0.018217701,0.00014321222],"about_ca_topic_score_codex":0.009991608,"about_ca_topic_score_gemma":0.0027937158,"teacher_disagreement_score":0.25361577,"about_ca_system_score_codex":0.0002836926,"about_ca_system_score_gemma":0.000771565,"threshold_uncertainty_score":0.9966009},"labels":[],"label_agreement":null},{"id":"W2756059246","doi":"10.1108/s1042-3192201715","title":"Perspectives on and from Institutional Ethnography","year":2017,"lang":"en","type":"book","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"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; University of Alberta","funders":"","keywords":"Ethnography; Sociology; Anthropology","score_opus":0.33518101729167316,"score_gpt":0.5575162467888991,"score_spread":0.22233522949722595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756059246","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":[0.00006233139,0.0017636581,0.0005016644,0.005547,0.0001503437,0.0001472443,0.00009726041,0.000032383155,0.9916981],"genre_scores_gemma":[0.00043676325,0.006784357,0.0071040895,0.00017585387,0.00094287546,0.000008889628,0.000022260296,0.000010606585,0.9845143],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794334,0.0007189761,0.0000923207,0.00032438565,0.00072470953,0.00019625241],"domain_scores_gemma":[0.9974394,0.001926637,0.00008019302,0.00019708375,0.00019837085,0.00015831871],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002922073,0.000121835306,0.00019707065,0.00012670053,0.0016203594,0.0002120903,0.00027446484,0.00040019664,0.0006608084],"category_scores_gemma":[0.002161308,0.00010070809,0.00009609864,0.000028101014,0.0057657943,0.0001239915,0.00006314481,0.0007382972,0.00005966336],"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":[0.000008754972,0.00001141061,0.00001454526,0.0000067524293,0.000047238587,0.000004062719,0.04323324,3.4431817e-8,7.812272e-7,0.9306189,0.016254524,0.009799802],"study_design_scores_gemma":[0.000056572233,0.000025392606,0.00018262003,0.00007189457,0.0000051219336,2.6500631e-8,0.009811194,5.281049e-7,5.019752e-7,0.41190806,0.5778435,0.000094581825],"about_ca_topic_score_codex":0.0036132117,"about_ca_topic_score_gemma":0.0019813979,"teacher_disagreement_score":0.561589,"about_ca_system_score_codex":0.00013372304,"about_ca_system_score_gemma":0.0013787566,"threshold_uncertainty_score":0.9996794},"labels":[],"label_agreement":null},{"id":"W2756957074","doi":"","title":"Editorial / Editorial : A Matter of Choices","year":2016,"lang":"es","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Medicine","score_opus":0.2509123296314568,"score_gpt":0.5800040078315912,"score_spread":0.3290916782001344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756957074","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":[0.026745848,0.0016239902,0.00020326213,0.08988802,0.85121757,0.00037508536,0.00015803472,0.0000042967895,0.029783875],"genre_scores_gemma":[0.23613285,0.0006313756,0.00045290982,0.000016508462,0.7609963,0.0000023245993,4.0698455e-7,0.000032336968,0.0017350005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9847086,0.008365112,0.00079099584,0.00026202857,0.0043828352,0.0014904081],"domain_scores_gemma":[0.9821941,0.007996779,0.00041660643,0.0002872997,0.0069625117,0.0021426985],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.040826578,0.00017120113,0.0005069283,0.0012771463,0.0009473638,0.0004255386,0.0012185988,0.00061789335,0.0008148947],"category_scores_gemma":[0.019253796,0.00012138458,0.0002556988,0.0011134665,0.007859627,0.0006173857,0.000031589854,0.0019164389,0.00012361801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023306967,0.00007380376,0.002234325,0.000059974103,0.0000522615,0.000018716166,0.021403605,2.9742694e-7,0.0020243211,0.0069649266,0.9236645,0.043270197],"study_design_scores_gemma":[0.0010323318,0.0009796117,0.001402142,0.0057008443,0.00002532941,0.0000049229375,0.010856094,5.344468e-7,0.0003223959,0.05681536,0.9226791,0.00018130508],"about_ca_topic_score_codex":0.020073595,"about_ca_topic_score_gemma":0.0038045351,"teacher_disagreement_score":0.209387,"about_ca_system_score_codex":0.0019488502,"about_ca_system_score_gemma":0.017306829,"threshold_uncertainty_score":0.9948404},"labels":[],"label_agreement":null},{"id":"W2759049039","doi":"","title":"Response Papers / Documents de réponse - Working on the \"Jagged Edge\": Reflections on Thorne and Chinn","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Enhanced Data Rates for GSM Evolution; Psychology; Computer science; Telecommunications","score_opus":0.4801603751037575,"score_gpt":0.604443942982578,"score_spread":0.1242835678788205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759049039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55245334,0.0003863758,0.000044746343,0.3677215,0.00031115866,0.00032399117,0.0000025712288,0.000006003487,0.07875029],"genre_scores_gemma":[0.9952354,0.00018407391,0.0007711433,0.00073040935,0.00029308186,0.000009924677,1.6589877e-7,0.000015115039,0.0027606736],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9807267,0.017021278,0.00021077233,0.00014985562,0.0010059865,0.00088541873],"domain_scores_gemma":[0.9866524,0.011151055,0.00007618037,0.00017880928,0.0007132767,0.0012282805],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.045620054,0.00008597102,0.00013322981,0.00068936066,0.0033453987,0.0006932493,0.00042466875,0.0001246731,0.00035424202],"category_scores_gemma":[0.031195147,0.00006124005,0.000055563156,0.000988234,0.0023493355,0.00015890683,0.000011059448,0.0019157203,0.000028637149],"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":[0.0013485447,0.00013051226,0.0014790199,0.00001013346,0.00008294534,0.0001735544,0.37646577,0.0000265118,0.007413715,0.19384156,0.17311698,0.24591076],"study_design_scores_gemma":[0.0007358696,0.0022155056,0.055194966,0.00368452,0.000016946351,0.00005962609,0.3881497,0.00004175433,0.00041372108,0.29954064,0.24960324,0.00034349543],"about_ca_topic_score_codex":0.011908874,"about_ca_topic_score_gemma":0.009242693,"teacher_disagreement_score":0.44278204,"about_ca_system_score_codex":0.0015610639,"about_ca_system_score_gemma":0.004723269,"threshold_uncertainty_score":0.9979521},"labels":[],"label_agreement":null},{"id":"W2765239887","doi":"10.1177/1609406917734472","title":"Conducting Analysis in Institutional Ethnography","year":2017,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":107,"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":"Ethnography; Ontology; Set (abstract data type); Sociology; Work (physics); Core (optical fiber); Data science; Computer science; Focus (optics); Epistemology; Engineering ethics; Engineering","score_opus":0.9207356712943964,"score_gpt":0.7824014299795558,"score_spread":0.13833424131484062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765239887","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15594411,0.00054214214,0.7813399,0.030617151,0.0020869528,0.00012665514,0.000026027445,0.000010419322,0.029306656],"genre_scores_gemma":[0.49988908,0.00024472227,0.49912477,0.00014651867,0.00038363793,0.0000036471538,0.0000017618021,0.000005495277,0.00020036088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97590446,0.021338606,0.0008103219,0.00018045434,0.0014899027,0.00027626526],"domain_scores_gemma":[0.9880169,0.008026773,0.0011705847,0.00017845065,0.0024393154,0.00016795786],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.104241624,0.00010999058,0.0004146346,0.0012776142,0.0007276763,0.00034499244,0.0013228148,0.000114976574,0.00020725928],"category_scores_gemma":[0.05218457,0.00009705026,0.00042750873,0.0005515574,0.0025246707,0.0010945082,0.00011348396,0.00072744745,0.000003477106],"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":[0.00014311678,0.00013408501,0.011063814,0.000007907026,0.0017727882,0.000084226085,0.40095732,0.00014121082,0.00096103834,0.49390107,0.00007380666,0.0907596],"study_design_scores_gemma":[0.0016563459,0.00014806546,0.041487936,0.00021129691,0.00018944938,0.000008701877,0.34477678,0.0002825933,0.001281598,0.56471306,0.044852242,0.00039194847],"about_ca_topic_score_codex":0.002410669,"about_ca_topic_score_gemma":0.0010331522,"teacher_disagreement_score":0.34394497,"about_ca_system_score_codex":0.0002603869,"about_ca_system_score_gemma":0.00060885266,"threshold_uncertainty_score":0.9557993},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2765545277","doi":"10.1177/1609406917734484","title":"Conducting Analysis in Institutional Ethnography","year":2017,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":74,"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":"Ethnography; Sociology; Anthropology","score_opus":0.9207356712943964,"score_gpt":0.7824014299795558,"score_spread":0.13833424131484062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765545277","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15594411,0.00054214214,0.7813399,0.030617151,0.0020869528,0.00012665514,0.000026027445,0.000010419322,0.029306656],"genre_scores_gemma":[0.49988908,0.00024472227,0.49912477,0.00014651867,0.00038363793,0.0000036471538,0.0000017618021,0.000005495277,0.00020036088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97590446,0.021338606,0.0008103219,0.00018045434,0.0014899027,0.00027626526],"domain_scores_gemma":[0.9880169,0.008026773,0.0011705847,0.00017845065,0.0024393154,0.00016795786],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.104241624,0.00010999058,0.0004146346,0.0012776142,0.0007276763,0.00034499244,0.0013228148,0.000114976574,0.00020725928],"category_scores_gemma":[0.05218457,0.00009705026,0.00042750873,0.0005515574,0.0025246707,0.0010945082,0.00011348396,0.00072744745,0.000003477106],"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":[0.00014311678,0.00013408501,0.011063814,0.000007907026,0.0017727882,0.000084226085,0.40095732,0.00014121082,0.00096103834,0.49390107,0.00007380666,0.0907596],"study_design_scores_gemma":[0.0016563459,0.00014806546,0.041487936,0.00021129691,0.00018944938,0.000008701877,0.34477678,0.0002825933,0.001281598,0.56471306,0.044852242,0.00039194847],"about_ca_topic_score_codex":0.002410669,"about_ca_topic_score_gemma":0.0010331522,"teacher_disagreement_score":0.34394497,"about_ca_system_score_codex":0.0002603869,"about_ca_system_score_gemma":0.00060885266,"threshold_uncertainty_score":0.9557993},"labels":[],"label_agreement":null},{"id":"W2769233742","doi":"10.1177/1077800417738800","title":"Sharing Oral History With Arctic Indigenous Communities: Ethical Implications of Bringing Back Research Results","year":2017,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":13,"is_retracted":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; Reciprocity (cultural anthropology); Negotiation; Sociology; Research ethics; Ethical issues; Metis; Arctic; Inclusion (mineral); Oral history; Environmental ethics; Engineering ethics; Thriving; Social science; Public relations; Political science; Anthropology; Ecology; Engineering","score_opus":0.8090933152202376,"score_gpt":0.6692695807168824,"score_spread":0.13982373450335528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769233742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73924387,0.00079648633,0.012255808,0.047158573,0.00050893024,0.0016619151,0.00014338581,0.000120095734,0.19811094],"genre_scores_gemma":[0.9804917,0.00022029954,0.015576244,0.00020980761,0.00018621853,0.000072397546,0.000016556549,0.00003105339,0.0031957498],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9807635,0.015944844,0.00057746674,0.00038841963,0.0014540064,0.0008717851],"domain_scores_gemma":[0.9784342,0.017195132,0.00046694186,0.0012069168,0.002408832,0.00028797233],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.069006585,0.00016155966,0.0003966881,0.00030865194,0.003616344,0.000200842,0.0016534174,0.00033638338,0.00019640215],"category_scores_gemma":[0.018813292,0.0001484548,0.00009011293,0.000308263,0.018147811,0.00048091036,0.00044441276,0.0025566383,0.000059103964],"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":[0.00014302842,0.000067493274,0.00113738,0.00012460932,0.000052129588,0.0000025775398,0.7549561,0.0000026541748,0.0000825834,0.24115266,0.0008741164,0.0014046351],"study_design_scores_gemma":[0.00064330566,0.00042089232,0.009425496,0.00053977146,0.0000110675965,0.0000010258468,0.84804165,0.00001944854,0.000054280776,0.116102055,0.024476651,0.0002643491],"about_ca_topic_score_codex":0.0676416,"about_ca_topic_score_gemma":0.014561913,"teacher_disagreement_score":0.2412478,"about_ca_system_score_codex":0.0010308924,"about_ca_system_score_gemma":0.0014871132,"threshold_uncertainty_score":0.9997445},"labels":[],"label_agreement":null},{"id":"W2769881047","doi":"10.1177/1094428117741967","title":"Being Where? Navigating the Involvement Paradox in Qualitative Research Accounts","year":2017,"lang":"en","type":"article","venue":"Organizational Research Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Reflexivity; Field (mathematics); Ambiguity; Legitimacy; Qualitative research; Sociology; Representation (politics); Epistemology; Craft; Narrative; Psychology; Social science; Computer science; Political science; Politics; History","score_opus":0.6960288763128991,"score_gpt":0.767700311833412,"score_spread":0.07167143552051292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769881047","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":[0.14716448,0.0025791165,0.0672713,0.4963727,0.0010535289,0.00514179,0.00006785963,0.00015491096,0.2801943],"genre_scores_gemma":[0.6893627,0.0032433819,0.2978754,0.0002865963,0.0012929564,0.00040205257,0.000022273067,0.00010647856,0.007408164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.87891775,0.1118725,0.00058571785,0.0006922422,0.0062085097,0.0017232636],"domain_scores_gemma":[0.91761553,0.073532455,0.00021936126,0.0011519231,0.007034997,0.00044573753],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.40797073,0.00017631646,0.00031220703,0.0003730819,0.01357115,0.0017843294,0.0027846384,0.00027527945,0.00095447263],"category_scores_gemma":[0.2780391,0.00013759492,0.00006937013,0.0026480318,0.0081740655,0.0008920078,0.0012999454,0.0045260787,0.00016430039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025876725,0.000084223466,0.006608977,0.00004360259,0.000027418417,0.000010198511,0.25958505,0.0000043857794,0.0014114791,0.70183724,0.0011216266,0.029239943],"study_design_scores_gemma":[0.00029239766,0.000058391674,0.008737281,0.00027186438,0.000002171838,3.941746e-7,0.23147666,0.00017821076,0.0009972607,0.7216961,0.036109123,0.0001801829],"about_ca_topic_score_codex":0.018805597,"about_ca_topic_score_gemma":0.0078285085,"teacher_disagreement_score":0.54219824,"about_ca_system_score_codex":0.0010487114,"about_ca_system_score_gemma":0.002945779,"threshold_uncertainty_score":0.9999588},"labels":[],"label_agreement":null},{"id":"W2773586704","doi":"10.1097/acm.0000000000002088","title":"Why Open-Ended Survey Questions Are Unlikely to Support Rigorous Qualitative Insights","year":2017,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":293,"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; Canadian Network for Innovation in Education","funders":"","keywords":"Closed-ended question; Psychology; Qualitative research; Medical education; Data science; Medicine; Computer science; Sociology; Social science; Statistics; Mathematics","score_opus":0.6002759142044037,"score_gpt":0.6589172139155554,"score_spread":0.05864129971115162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773586704","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":[0.10728288,0.0011029678,0.02768182,0.6507169,0.002417016,0.0028542748,0.00020491154,0.00020233491,0.20753692],"genre_scores_gemma":[0.9520708,0.002417959,0.0026244686,0.016414728,0.001336422,0.0001478094,0.000053137883,0.000039705497,0.024895012],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9862073,0.010651898,0.00055510196,0.00053387723,0.001376683,0.000675105],"domain_scores_gemma":[0.9903349,0.0068131997,0.0004512114,0.00064131786,0.00088506105,0.0008743057],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03980162,0.0002032637,0.0005709122,0.00018282051,0.0026351234,0.00014151861,0.0024136568,0.0003989513,0.0005050915],"category_scores_gemma":[0.103922084,0.0001573591,0.000039343213,0.00041168576,0.0031622946,0.000713967,0.00049324526,0.0014271458,0.00018467978],"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":[0.00007134455,0.000016672584,0.0019592838,0.00002193833,0.000042651962,0.0000191941,0.5097552,3.909127e-7,0.00022795443,0.22640154,0.25883472,0.0026491028],"study_design_scores_gemma":[0.00090961735,0.0004423874,0.028114432,0.0004222203,0.000023827502,0.0000012548074,0.18538943,0.0000054054276,0.000057386667,0.22252421,0.56177306,0.00033675163],"about_ca_topic_score_codex":0.08506348,"about_ca_topic_score_gemma":0.038629707,"teacher_disagreement_score":0.8447879,"about_ca_system_score_codex":0.00019574157,"about_ca_system_score_gemma":0.00071447605,"threshold_uncertainty_score":0.9995505},"labels":[],"label_agreement":null},{"id":"W2773672164","doi":"10.1177/1049732317746379","title":"View From the Penthouse: Epistemological Bumps and Emergent Metaphors as Method for Team Reflexivity","year":2017,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Rehabilitation","funders":"McGill University","keywords":"Reflexivity; Hermeneutics; Epistemology; Sociology; Rigour; Health care; Psychology; Social science; Philosophy; Political science","score_opus":0.8804056638728348,"score_gpt":0.7916608993605189,"score_spread":0.08874476451231594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773672164","genre_codex":"commentary","genre_gemma":"methods","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":[0.029879339,0.010600403,0.059462186,0.8750979,0.0005280976,0.006033653,0.00052923436,0.00009475845,0.01777446],"genre_scores_gemma":[0.24716511,0.055107996,0.6542668,0.009644277,0.0024320832,0.003910667,0.00008390246,0.00018444203,0.027204778],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8746137,0.11955251,0.000698813,0.00088625465,0.002578841,0.0016698836],"domain_scores_gemma":[0.91400427,0.08208101,0.00041752917,0.0009210368,0.0016289742,0.00094717427],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2842592,0.00021755465,0.00067723147,0.00011576552,0.013518448,0.0005844731,0.001341457,0.00020891543,0.00026176157],"category_scores_gemma":[0.12287195,0.00014240772,0.00017717341,0.0003558694,0.006280906,0.0003263228,0.00053311384,0.0016555102,0.00007607347],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023640617,0.000106310894,0.00018441252,0.00019476743,0.00008087408,0.0000025383104,0.29939568,1.04661346e-7,0.000053674772,0.5740329,0.016444,0.10926832],"study_design_scores_gemma":[0.00036108983,0.0005366203,0.0026547574,0.00009726585,0.000006951152,3.5234808e-7,0.1975341,0.000045710185,0.000042983804,0.4435521,0.35502127,0.00014680649],"about_ca_topic_score_codex":0.11735856,"about_ca_topic_score_gemma":0.016544145,"teacher_disagreement_score":0.8654536,"about_ca_system_score_codex":0.00043925727,"about_ca_system_score_gemma":0.0021177023,"threshold_uncertainty_score":0.9964234},"labels":[],"label_agreement":null},{"id":"W2773785944","doi":"10.1007/978-94-6351-218-3_29","title":"The Sting of the 2013 Qualitative Site Review","year":2017,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Sting; Hindsight bias; Medicine; Engineering; Psychology; Social psychology; Aerospace engineering","score_opus":0.26228105564519977,"score_gpt":0.521215447186251,"score_spread":0.25893439154105125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773785944","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":[0.000005014979,0.01050989,0.000023821241,0.03374201,0.00065868563,0.0009426497,0.000060346756,0.000028648894,0.9540289],"genre_scores_gemma":[0.00008400536,0.01018884,0.00047843775,0.00071804813,0.00035470212,0.000017814911,0.000004920845,0.000047782945,0.9881055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99138695,0.005125496,0.000648642,0.0003921916,0.0018833403,0.0005634094],"domain_scores_gemma":[0.98782134,0.007991951,0.0013312366,0.0011641879,0.0015097051,0.00018155352],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03198398,0.0002900269,0.00058218895,0.00005919159,0.0031143979,0.000560554,0.0014853964,0.00041548838,0.00015558022],"category_scores_gemma":[0.014341657,0.00016406739,0.00052383327,0.00002967564,0.007652934,0.00020499922,0.00036323926,0.0016021022,0.000035813442],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008049786,0.0000024268359,9.5217126e-7,0.0004111454,0.000121269026,0.0000025899137,0.074879,5.1831066e-8,0.0000045798815,0.72139853,0.16439188,0.03877954],"study_design_scores_gemma":[0.000056458583,0.000018816978,0.0000019953156,0.0024500517,0.000048079884,4.1829352e-7,0.0063974983,5.704107e-7,0.0000027135675,0.2135106,0.7773458,0.00016702301],"about_ca_topic_score_codex":0.0033865743,"about_ca_topic_score_gemma":0.0067765974,"teacher_disagreement_score":0.6129539,"about_ca_system_score_codex":0.00014440673,"about_ca_system_score_gemma":0.0014311019,"threshold_uncertainty_score":0.9981834},"labels":[],"label_agreement":null},{"id":"W2774196227","doi":"10.1057/978-1-349-95287-8","title":"Identity-Trajectories of Early Career Researchers","year":2017,"lang":"en","type":"book","venue":"Palgrave Macmillan UK eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":76,"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":"Identity (music); Epistemology; Sociology; Psychology; Aesthetics; Philosophy","score_opus":0.2893636033624064,"score_gpt":0.4892028956041309,"score_spread":0.19983929224172448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774196227","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":[0.00042969882,0.001617145,0.0002198745,0.000244999,0.00045244952,0.0007175685,0.00025297076,0.000056324832,0.996009],"genre_scores_gemma":[0.7622126,0.0008804846,0.0012923845,0.000030252171,0.0010110573,0.000046716916,0.000028290517,0.00008631011,0.23441194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9919366,0.002791168,0.0005497235,0.00058365596,0.003110531,0.0010283132],"domain_scores_gemma":[0.9940825,0.0023448365,0.00055957754,0.0010358981,0.0014497446,0.0005274134],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01303521,0.00037464834,0.00082375394,0.00038524202,0.0012252838,0.0004165177,0.0019736125,0.0008931268,0.00037939812],"category_scores_gemma":[0.0057263304,0.00036294223,0.0004470461,0.00007473216,0.006954001,0.0000058857227,0.0004392215,0.0014540802,0.000098847566],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046880745,5.214841e-7,0.0006465412,0.00026123025,0.00019173641,0.0000383047,0.029780634,4.6130722e-8,0.000051442905,0.9606287,0.00037068516,0.007983299],"study_design_scores_gemma":[0.00020028201,0.00014609222,0.0010526092,0.0003362445,0.000043729935,4.5427214e-7,0.0025173887,2.5044858e-7,0.00007124843,0.9689275,0.026322555,0.00038164167],"about_ca_topic_score_codex":0.014880848,"about_ca_topic_score_gemma":0.012946817,"teacher_disagreement_score":0.7617829,"about_ca_system_score_codex":0.0004344271,"about_ca_system_score_gemma":0.004203967,"threshold_uncertainty_score":0.9998823},"labels":[],"label_agreement":null},{"id":"W2779519506","doi":"10.7202/1042355ar","title":"« Voici la jeune femme qui veut poser des questions »","year":2017,"lang":"fr","type":"article","venue":"Études internationales","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.316290712296735,"score_gpt":0.558409654139298,"score_spread":0.242118941842563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779519506","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":[0.23664144,0.017750105,0.006936107,0.17950131,0.0030478062,0.00033231874,0.00022777406,0.000092378155,0.55547076],"genre_scores_gemma":[0.85933846,0.009347713,0.018409671,0.00027234157,0.0010699143,0.000033823042,0.0000114464365,0.000025690208,0.11149095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964242,0.0016221411,0.00029828915,0.00031753548,0.0008877153,0.00045011775],"domain_scores_gemma":[0.9957996,0.002629893,0.00023969695,0.00035492433,0.0007513866,0.00022452323],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005462496,0.00017859672,0.00020997369,0.00010151071,0.001969316,0.0006350064,0.0011274685,0.00023423781,0.0008707053],"category_scores_gemma":[0.008575293,0.00017736356,0.00017055917,0.00010394045,0.009390886,0.0009172381,0.0003039691,0.0005196603,0.0004670923],"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":[0.000012514717,0.00017404939,0.005858276,0.00006586167,0.00014364778,0.000021092237,0.01250177,0.000010083195,0.00012023584,0.9534125,0.0021339422,0.025546081],"study_design_scores_gemma":[0.00018718328,0.00005518012,0.032698452,0.00048707935,0.000023330173,0.0000050510075,0.0060931253,0.00016711913,0.00009381104,0.34378013,0.6162112,0.00019837137],"about_ca_topic_score_codex":0.012776985,"about_ca_topic_score_gemma":0.024003128,"teacher_disagreement_score":0.622697,"about_ca_system_score_codex":0.00036534684,"about_ca_system_score_gemma":0.00044257406,"threshold_uncertainty_score":0.9997759},"labels":[],"label_agreement":null},{"id":"W2779555349","doi":"10.1177/1532708617750675","title":"Revelations of a White Settler Woman Scholar-Activist: The Fraught Promise of Self-Reflexivity","year":2017,"lang":"en","type":"article","venue":"Culture Studies &#x2194 Critical Methodologies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Reflexivity; Sociology; Subjectivity; Privilege (computing); Intersectionality; Oppression; Hegemony; Ideology; Gender studies; Solidarity; Power (physics); Politics; Aesthetics; Epistemology; Political science; Social science; Law; Philosophy","score_opus":0.5646037909486841,"score_gpt":0.6453440094110958,"score_spread":0.08074021846241175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779555349","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10583983,0.020982187,0.070478745,0.63144964,0.0028609317,0.0035150098,0.0004405479,0.0005613857,0.16387175],"genre_scores_gemma":[0.3389406,0.0027809304,0.65607744,0.00025325018,0.0002963597,0.00012101161,0.0000012771952,0.000017145254,0.0015119642],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98592967,0.011927824,0.00046286493,0.00036497135,0.00078633294,0.00052835024],"domain_scores_gemma":[0.9777098,0.019099817,0.00033657465,0.00074702525,0.001980144,0.00012667353],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.025701182,0.00020851816,0.00071438367,0.000051808736,0.0056214887,0.00012023586,0.0009411076,0.00025998487,0.00004255126],"category_scores_gemma":[0.34962466,0.000121782454,0.00023258456,0.0002570907,0.01138075,0.0005428124,0.00075642887,0.0010097342,0.0000041619937],"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":[0.000097639735,0.00016997952,0.0024787188,0.0006214275,0.0005404737,0.000005034735,0.29273644,0.0000016160199,0.00250454,0.68994737,0.0043169307,0.0065798284],"study_design_scores_gemma":[0.0003076772,0.00026496206,0.03666605,0.00028933768,0.0001957911,0.0000012210354,0.22728552,0.000004503494,0.0028160345,0.6696359,0.06222286,0.00031016849],"about_ca_topic_score_codex":0.00012718918,"about_ca_topic_score_gemma":0.00022441334,"teacher_disagreement_score":0.6311964,"about_ca_system_score_codex":0.000078871875,"about_ca_system_score_gemma":0.00021182316,"threshold_uncertainty_score":0.99567306},"labels":[],"label_agreement":null},{"id":"W2780780182","doi":"10.1177/1077800417744578","title":"Living Our Research Through Indigenous Scholar Sisterhood Practices","year":2017,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Toronto","funders":"","keywords":"Indigenous; Sociology; Gender studies; Environmental ethics","score_opus":0.8745995787788371,"score_gpt":0.7581439603844526,"score_spread":0.11645561839438445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780780182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6993287,0.0024556713,0.00694748,0.066144854,0.0021190331,0.0017003693,0.00005150557,0.00023100336,0.22102138],"genre_scores_gemma":[0.95597917,0.0011503502,0.033834424,0.000358149,0.0018226574,0.0001299059,0.0000035452465,0.00004596099,0.006675854],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93938524,0.055224393,0.00050214503,0.0007057198,0.0027863618,0.001396141],"domain_scores_gemma":[0.9734307,0.021747297,0.0010992757,0.001097,0.0022329036,0.0003928216],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14923896,0.00021920928,0.0003975389,0.00020843836,0.014468655,0.0020909605,0.001852778,0.0003568387,0.00014636313],"category_scores_gemma":[0.23294982,0.000205425,0.00015196651,0.00043054062,0.0047074403,0.0038766207,0.0006100885,0.0025996482,0.0005997368],"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":[0.000031239146,0.00014250138,0.00059394736,0.00006842717,0.000073882205,0.000021407459,0.82927024,2.1269435e-7,0.00024284636,0.15995553,0.0015845031,0.00801525],"study_design_scores_gemma":[0.0001495858,0.00020590611,0.0024138426,0.00018920311,0.000008243499,6.455978e-7,0.7679833,0.0000015106033,0.00008871776,0.14599456,0.082731694,0.00023277417],"about_ca_topic_score_codex":0.015560336,"about_ca_topic_score_gemma":0.0023984911,"teacher_disagreement_score":0.25665045,"about_ca_system_score_codex":0.00037889747,"about_ca_system_score_gemma":0.0015013306,"threshold_uncertainty_score":0.9997014},"labels":[],"label_agreement":null},{"id":"W2782102453","doi":"10.1177/1747016117750208","title":"Ethics review and freedom of information requests in qualitative research","year":2018,"lang":"en","type":"article","venue":"Research Ethics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":36,"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; University of Winnipeg","funders":"","keywords":"Freedom of information; Vetting; Transparency (behavior); Government (linguistics); Bureaucracy; Political science; Engineering ethics; Information ethics; Public relations; Qualitative research; Citizenship; Sociology; Research ethics; Law; Social science; Politics; Engineering","score_opus":0.8226387391353674,"score_gpt":0.7699121586614852,"score_spread":0.052726580473882234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782102453","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":[0.011537131,0.024291672,0.0039045955,0.78449607,0.00027977585,0.0041652895,0.00011180314,0.000091041096,0.17112266],"genre_scores_gemma":[0.46238527,0.4894917,0.041459464,0.0030284524,0.0007775874,0.00036166943,0.000034090557,0.00006266999,0.0023991002],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.80070627,0.18538141,0.0011986685,0.00055320386,0.010239063,0.0019213721],"domain_scores_gemma":[0.83817154,0.1373612,0.00021567589,0.00070277177,0.022952054,0.0005967593],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.5452964,0.00013297742,0.0004320811,0.001055456,0.0017915991,0.00017936109,0.00077621144,0.0009970417,0.00017079613],"category_scores_gemma":[0.4450229,0.00012265937,0.000054451757,0.0042023635,0.021884896,0.0010549655,0.0004920511,0.013401384,0.0001295705],"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":[0.00003128242,0.00003064061,0.00006375889,0.0018106664,0.000009249064,0.0000015058957,0.5012445,1.1779022e-7,0.000058291665,0.49231628,0.0019819227,0.0024518073],"study_design_scores_gemma":[0.0003403188,0.00065079104,0.00047393583,0.0036374063,0.0000059417816,7.1767073e-7,0.31261256,0.00003910972,0.00020603067,0.5134875,0.16834264,0.00020301291],"about_ca_topic_score_codex":0.026971022,"about_ca_topic_score_gemma":0.018670334,"teacher_disagreement_score":0.7814676,"about_ca_system_score_codex":0.00040592335,"about_ca_system_score_gemma":0.0063397596,"threshold_uncertainty_score":0.9995079},"labels":[],"label_agreement":null},{"id":"W2782252626","doi":"10.26522/brocked.v27i1.621","title":"Introduction: An Analysis of Articles and Key Concepts Featured in the Double Special Issue","year":2017,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Brock University","funders":"","keywords":"Key (lock); Computer science; Sociology; Computer security","score_opus":0.13741666480321468,"score_gpt":0.5484850406312844,"score_spread":0.41106837582806977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782252626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8828924,0.0002536441,0.00021901888,0.10677882,0.0009105225,0.00013059458,0.0000019633646,0.0000029511773,0.008810108],"genre_scores_gemma":[0.98124677,0.00043324163,0.002506298,0.00015767677,0.012800107,0.000004875311,0.0000020421064,0.0000029818161,0.002845997],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9979883,0.0012534009,0.00016345768,0.000094898205,0.0003692675,0.00013071037],"domain_scores_gemma":[0.999003,0.00018916327,0.00018980677,0.00016690664,0.00033112217,0.00012001682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035743136,0.000039722865,0.00011399159,0.00014174079,0.0011176035,0.000413316,0.00027159517,0.000046193603,0.0007511715],"category_scores_gemma":[0.002052939,0.00002873499,0.000040286246,0.00027934092,0.0004837803,0.0004472377,0.000014413263,0.00025232558,0.0000024825245],"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":[0.00016419565,0.00045587588,0.05801409,0.00001536765,0.00017570404,0.000001486861,0.5967381,0.000045909892,0.0006944667,0.12598114,0.07271969,0.14499395],"study_design_scores_gemma":[0.00026680593,0.000054160235,0.4398746,0.000011288252,0.0000746524,0.0000044133035,0.2774859,0.000021039537,0.00009603513,0.01774574,0.26429474,0.00007062449],"about_ca_topic_score_codex":0.0008688664,"about_ca_topic_score_gemma":0.0036583252,"teacher_disagreement_score":0.38186052,"about_ca_system_score_codex":0.0000404801,"about_ca_system_score_gemma":0.0005220386,"threshold_uncertainty_score":0.8595816},"labels":[],"label_agreement":null},{"id":"W2782480566","doi":"10.1177/1049732317748896","title":"Who Do We Think We Are? Disrupting Notions of Quality in Qualitative Research","year":2017,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":45,"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":"Reflexivity; Qualitative research; Debriefing; Subjectivity; Psychology; Autonomy; Lived experience; Participant observation; Photovoice; Social psychology; Sociology; Epistemology; Psychotherapist; Social science","score_opus":0.9197824013211875,"score_gpt":0.8173011851950969,"score_spread":0.10248121612609062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782480566","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":[0.15369062,0.009548017,0.0032696459,0.77610886,0.00039489765,0.004420446,0.00057350035,0.00009784851,0.051896133],"genre_scores_gemma":[0.9454469,0.026609914,0.017134454,0.00020216998,0.00053243415,0.00053480046,0.00001383627,0.00009661052,0.009428867],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.5853648,0.39324963,0.0028993057,0.0017452337,0.011891184,0.004849861],"domain_scores_gemma":[0.8385522,0.14631477,0.0015749005,0.0021399928,0.009896172,0.0015219797],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.57328856,0.0003741854,0.0015087441,0.0020374744,0.011524671,0.0007735797,0.0027779401,0.00055757817,0.00031298384],"category_scores_gemma":[0.2558103,0.00035201642,0.00028848453,0.0033374904,0.020786855,0.001307712,0.0010883524,0.0065982263,0.00020128278],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015842867,0.0002756849,0.00050117495,0.0007839723,0.000029535347,0.000007297988,0.5296042,0.0000012170311,0.000050141414,0.45506173,0.002085882,0.011440761],"study_design_scores_gemma":[0.0005376992,0.00035617402,0.00482518,0.0014343627,0.0000011859584,1.4722545e-7,0.58256924,0.000021701622,0.000042343032,0.39628983,0.013713651,0.00020851071],"about_ca_topic_score_codex":0.10653862,"about_ca_topic_score_gemma":0.047891535,"teacher_disagreement_score":0.7917563,"about_ca_system_score_codex":0.002113357,"about_ca_system_score_gemma":0.0067278533,"threshold_uncertainty_score":0.9998932},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"evaluation","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2786206102","doi":"10.29173/lirg747","title":"Institutional ethnography: A sociology for librarianship","year":2018,"lang":"en","type":"article","venue":"Library and Information Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Western University","funders":"","keywords":"Ethnography; Sociology; Scholarship; Ontology; Everyday life; Scholarly communication; Service (business); Social science; Library science; Epistemology; Publishing; Anthropology; Computer science; Political science","score_opus":0.41584109226748434,"score_gpt":0.5690212601168575,"score_spread":0.15318016784937316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786206102","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":[0.045130026,0.00028728737,0.02118213,0.12597732,0.00030870448,0.001084593,0.00011433723,0.00016601225,0.8057496],"genre_scores_gemma":[0.8852074,0.0040892772,0.083406016,0.011907103,0.0032861016,0.00053343887,0.00033593108,0.000023652796,0.011211085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973126,0.0015873223,0.00018124022,0.000096897435,0.00041275576,0.00040918207],"domain_scores_gemma":[0.9971894,0.002310481,0.00003170623,0.00008469911,0.00020187943,0.0001818496],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0059274333,0.000050271097,0.00007975269,0.00035074604,0.0023192065,0.0003138029,0.00022185975,0.00018016182,0.0005244523],"category_scores_gemma":[0.0016449175,0.000043936663,0.000036712987,0.0005386989,0.005875853,0.011951395,0.00010092877,0.00037043626,0.000055119584],"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":[0.00008313949,0.0000074145737,0.00063214975,0.000042365216,0.0000074183213,1.1834156e-7,0.032716364,1.2057541e-7,0.000008679692,0.9382428,0.0077994224,0.020460043],"study_design_scores_gemma":[0.00016314776,0.00015014276,0.0016265935,0.000009867598,4.6317874e-7,1.7442416e-7,0.007957174,0.00013415818,0.000092016875,0.26142314,0.7283973,0.000045793327],"about_ca_topic_score_codex":0.000031499396,"about_ca_topic_score_gemma":0.0000028598297,"teacher_disagreement_score":0.84007734,"about_ca_system_score_codex":0.000008089199,"about_ca_system_score_gemma":0.00067170017,"threshold_uncertainty_score":0.9989796},"labels":[],"label_agreement":null},{"id":"W2787010584","doi":"10.4000/iss.424","title":"Advancing the Practice: A Report of the US National Curator’s Committee Ethics Subcommittee on the 2014 Curatorial Survey and Core Competencies Projects","year":2015,"lang":"en","type":"article","venue":"ICOFOM Study Series","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 du Québec à Montréal","funders":"","keywords":"Core competency; Engineering ethics; Core (optical fiber); Political science; Sociology; Medical education; Library science; Engineering; Management; Medicine; Computer science","score_opus":0.3538632818235985,"score_gpt":0.5286970863105546,"score_spread":0.17483380448695607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787010584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84598106,0.00032578656,0.000049380847,0.13961923,0.0018702593,0.0021652759,0.00007635992,0.000046244448,0.00986638],"genre_scores_gemma":[0.9979418,0.00012227651,0.0004664918,0.0006856702,0.00038474178,0.0000788035,0.0000029751075,0.000014220616,0.0003030057],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.978294,0.017754637,0.00042299647,0.0002666099,0.002915228,0.0003465169],"domain_scores_gemma":[0.96667624,0.028986365,0.00049665605,0.00047235345,0.0032637718,0.00010464085],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06535297,0.00016516387,0.00026131587,0.00003616652,0.0022624272,0.00021205231,0.00063897204,0.00013110343,0.000009314649],"category_scores_gemma":[0.14742653,0.00007979844,0.00005764336,0.00057770335,0.003061422,0.00045979265,0.00032098894,0.0012870688,0.0000035740427],"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":[0.0002927681,0.00030922837,0.27877292,0.00002489755,0.00013740896,0.000013886477,0.40831256,0.000012827742,0.000042177402,0.28774226,0.02424392,0.000095151874],"study_design_scores_gemma":[0.00051779527,0.00069983996,0.16905552,0.00004984168,0.00003267317,0.000016581997,0.58583087,0.000015183871,0.000068750225,0.026847135,0.21663082,0.0002349643],"about_ca_topic_score_codex":0.012029453,"about_ca_topic_score_gemma":0.047870785,"teacher_disagreement_score":0.26089513,"about_ca_system_score_codex":0.00012081738,"about_ca_system_score_gemma":0.0030162774,"threshold_uncertainty_score":0.9996517},"labels":[],"label_agreement":null},{"id":"W2789871624","doi":"","title":"BC Metis women healing and community development project","year":2013,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Metis; Geography; Computer science; World Wide Web","score_opus":0.1501724864885542,"score_gpt":0.42225079087700984,"score_spread":0.27207830438845565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789871624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822835,0.00023600073,0.00028079908,0.0007558774,0.00006190233,0.00033520104,7.2486876e-7,0.000040209197,0.016005838],"genre_scores_gemma":[0.9794592,0.0006257999,0.0069204965,0.0000058019737,0.00009283694,0.0000046856558,0.000002370489,0.000009513768,0.012879296],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98645425,0.011714831,0.00013304787,0.00022483272,0.0008949302,0.0005781287],"domain_scores_gemma":[0.99511194,0.003480477,0.00008080952,0.00015243285,0.00080330216,0.00037104735],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.016756773,0.000090140624,0.00021922828,0.0002334288,0.0069152117,0.00018574452,0.00030284963,0.000150447,0.00011433314],"category_scores_gemma":[0.0019122915,0.00010025141,0.000026371856,0.00045310394,0.0019133623,0.00037714466,0.0003329762,0.0019535641,0.000013959887],"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":[0.00011310616,0.00016801794,0.023745766,0.0003562642,0.00012200656,0.000017526267,0.93329376,0.000002781035,0.004015231,0.0030450225,0.0007562899,0.03436424],"study_design_scores_gemma":[0.0004400996,0.00067617744,0.034042794,0.00012626362,0.000004214682,0.000001932538,0.7299435,0.00010073263,0.00014330514,0.0025021788,0.23182347,0.0001953209],"about_ca_topic_score_codex":0.06599736,"about_ca_topic_score_gemma":0.0010478019,"teacher_disagreement_score":0.2310672,"about_ca_system_score_codex":0.00028272302,"about_ca_system_score_gemma":0.0006653237,"threshold_uncertainty_score":0.9943777},"labels":[],"label_agreement":null},{"id":"W2790704963","doi":"10.46743/2160-3715/2018.2923","title":"Exploring Identity: What We Do as Qualitative Researchers","year":2018,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Manitoba","funders":"","keywords":"Autoethnography; Qualitative research; Introspection; Sociology; Craft; Identity (music); Reflexivity; Context (archaeology); Epistemology; Value (mathematics); Psychology; Pedagogy; Social science; Aesthetics","score_opus":0.8927915306298704,"score_gpt":0.7386319845443087,"score_spread":0.1541595460855617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790704963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35593155,0.0058521414,0.031150918,0.32275772,0.0027659188,0.0024195807,0.000029521654,0.00045829802,0.27863437],"genre_scores_gemma":[0.8942439,0.026501479,0.01691158,0.0013509346,0.0033697914,0.00093000475,0.000021425929,0.00016111427,0.056509804],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9462412,0.04702452,0.00089899544,0.0007508714,0.0038453715,0.0012390462],"domain_scores_gemma":[0.9701536,0.024616418,0.000579104,0.0009701648,0.0030680946,0.0006125598],"candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.15482512,0.00028718886,0.00047513854,0.00027246837,0.0028975126,0.0011180086,0.001036351,0.00016412334,0.0010313209],"category_scores_gemma":[0.05438691,0.0002114514,0.00025764958,0.0019312665,0.011152262,0.0053754095,0.00034066374,0.0010686095,0.0014122406],"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":[0.00007242405,0.000031000724,0.0000046610044,0.000020192861,0.00009304678,0.00005944226,0.55869216,1.1390661e-7,0.00010973388,0.43244874,0.000757801,0.007710704],"study_design_scores_gemma":[0.000104896346,0.00019083377,0.00002349319,0.00013105759,0.000010394721,0.0000064803125,0.5386695,0.0000011897104,0.00032674853,0.38027388,0.080090985,0.00017050067],"about_ca_topic_score_codex":0.009535451,"about_ca_topic_score_gemma":0.0016644438,"teacher_disagreement_score":0.5383123,"about_ca_system_score_codex":0.00048574206,"about_ca_system_score_gemma":0.0014187734,"threshold_uncertainty_score":0.99991894},"labels":[],"label_agreement":null},{"id":"W2792061023","doi":"10.1093/oso/9780190862268.003.0004","title":"Organizing Site Visits","year":2018,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Qualitative Research Methods and Ethics","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":"Site selection; Jurisdiction; Selection (genetic algorithm); Perspective (graphical); Process (computing); Public relations; Knowledge management; Political science; Computer science; Law; Artificial intelligence","score_opus":0.13656584380183168,"score_gpt":0.3948741747395505,"score_spread":0.2583083309377188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792061023","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":[0.000042758358,0.000055965902,0.0015372616,0.00020629448,0.0002191326,0.0003328004,0.00009711491,0.00015012841,0.99735856],"genre_scores_gemma":[0.00002566406,0.0005419576,0.0027687247,0.000108153865,0.00062071945,3.921375e-7,0.000022864668,0.000036535752,0.995875],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99612236,0.0018335663,0.00014856811,0.000447402,0.0008476063,0.000600473],"domain_scores_gemma":[0.997568,0.0009545317,0.00018799565,0.00034622513,0.00060663506,0.00033659517],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003171154,0.00023317579,0.00034061607,0.00018054077,0.001322912,0.00013927356,0.000781365,0.00069029664,0.00017794924],"category_scores_gemma":[0.00042730733,0.00027015212,0.00016519219,0.000045811372,0.0014746899,0.00016473641,0.00045845937,0.00084577955,0.000016259999],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004063067,0.000009750034,0.000005181188,0.00009795924,0.00008894219,0.000064840206,0.022934953,1.2319944e-7,0.000015511647,0.90561414,0.06571704,0.0054109395],"study_design_scores_gemma":[0.00019739165,0.000054884655,0.0000033569206,0.00016194365,0.000054006272,3.8163537e-7,0.0016050746,0.00000303607,0.000023036546,0.0071042557,0.99048424,0.00030839542],"about_ca_topic_score_codex":0.00072581973,"about_ca_topic_score_gemma":0.0007834611,"teacher_disagreement_score":0.9247672,"about_ca_system_score_codex":0.0006474287,"about_ca_system_score_gemma":0.0015467985,"threshold_uncertainty_score":0.99997723},"labels":[],"label_agreement":null},{"id":"W2792199563","doi":"10.1007/s40037-018-0414-0","title":"Difficult but important questions about the ethics of qualitative research","year":2018,"lang":"en","type":"letter","venue":"Perspectives on Medical Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"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":"Engineering ethics; Research ethics; Qualitative research; Medical education; Psychology; Medicine; Management science; Data science; Computer science; Sociology; Social science; Engineering","score_opus":0.4544504908842148,"score_gpt":0.6857793462524501,"score_spread":0.23132885536823528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792199563","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":[0.0008264866,0.0022143025,0.00061998615,0.97038084,0.0009299857,0.0007502999,0.00006456161,0.00003905511,0.024174452],"genre_scores_gemma":[0.026143806,0.06687141,0.010997244,0.7386629,0.07698267,0.002074323,0.00050872227,0.0002868112,0.077472135],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9333034,0.05673781,0.0006923064,0.0007029918,0.007760485,0.0008029755],"domain_scores_gemma":[0.9277193,0.059484784,0.0005633966,0.00084733753,0.01090589,0.0004793061],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.09277478,0.00024766647,0.00043308575,0.00042681914,0.0020868883,0.00014373916,0.0012547222,0.0020027482,0.0015425212],"category_scores_gemma":[0.36069036,0.00016623376,0.00019618304,0.001411219,0.018499827,0.000115066665,0.00011441647,0.014100959,0.00010314337],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011235965,0.0001820021,0.0000025176073,0.00006446537,0.0000385117,0.000002190701,0.43756434,2.098819e-8,0.0000027977062,0.19883476,0.36247078,0.00082638004],"study_design_scores_gemma":[0.00005250584,0.00015049712,0.00006148478,0.0004529461,0.000013186484,5.7437296e-7,0.4930667,0.0000039943898,0.0000056679223,0.07939604,0.42667663,0.00011977247],"about_ca_topic_score_codex":0.016454114,"about_ca_topic_score_gemma":0.001495237,"teacher_disagreement_score":0.26791558,"about_ca_system_score_codex":0.000918567,"about_ca_system_score_gemma":0.024522968,"threshold_uncertainty_score":0.9993702},"labels":[],"label_agreement":null},{"id":"W2793684105","doi":"10.1177/1609406918757613","title":"Five Steps to Writing More Engaging Qualitative Research","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":25,"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 Manitoba; Red River College","funders":"","keywords":"Qualitative research; Psychology; Computer science; Sociology; Social science","score_opus":0.9032266907770278,"score_gpt":0.8264882132438385,"score_spread":0.0767384775331893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793684105","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.088492386,0.00044987054,0.78827107,0.09254145,0.0021601445,0.00043874246,0.00005517397,0.000035544937,0.027555613],"genre_scores_gemma":[0.177693,0.000118360185,0.8157073,0.0011470922,0.0030599118,0.000022630842,0.0000023586806,0.000029502231,0.0022198253],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8412234,0.15158668,0.0014052875,0.00042255782,0.0044884235,0.0008736092],"domain_scores_gemma":[0.9008144,0.075589225,0.00072813977,0.00023182675,0.021962598,0.0006737982],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.34811163,0.00021757618,0.0005394395,0.0014228395,0.0011514267,0.00038340702,0.0016487477,0.00017253311,0.0003690811],"category_scores_gemma":[0.14050451,0.0001943216,0.00027975353,0.0014600527,0.0042677247,0.0008365529,0.0003379837,0.00180806,0.00008835725],"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":[0.0002465676,0.000070184855,0.000016840693,0.000010477242,0.00023847749,0.000026042,0.7376255,0.000004093443,0.00242422,0.18409382,0.0029680675,0.072275706],"study_design_scores_gemma":[0.00037345692,0.0004703258,0.000086341846,0.00026154777,0.000009385686,0.0000059723006,0.72679365,0.000033796427,0.0024185262,0.1879296,0.08144025,0.00017716551],"about_ca_topic_score_codex":0.00137915,"about_ca_topic_score_gemma":0.00015499313,"teacher_disagreement_score":0.20760712,"about_ca_system_score_codex":0.00085209997,"about_ca_system_score_gemma":0.0014419721,"threshold_uncertainty_score":0.9984421},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"reporting","study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2794582240","doi":"10.46743/2160-3715/2018.3185","title":"Collaborative Poetic Processes: Methodological Reflections on Co-Writing with Participants","year":2018,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Poetry; Autoethnography; Psychology; Qualitative research; Sociology; Epistemology; Literature; Social science; Art; Philosophy","score_opus":0.8141572166802284,"score_gpt":0.749562331582889,"score_spread":0.06459488509733946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794582240","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":[0.23044868,0.00017800056,0.096566364,0.04444084,0.00024990327,0.0017984838,0.000053042273,0.0003110351,0.6259537],"genre_scores_gemma":[0.94390714,0.00010102657,0.04893771,0.00083256443,0.00059191004,0.0003017907,0.000007228296,0.000027958798,0.0052926396],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9689719,0.028036172,0.000515613,0.00047159745,0.0012720186,0.00073269004],"domain_scores_gemma":[0.9692601,0.026854372,0.00043460226,0.00035787176,0.0028408214,0.000252228],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.061156455,0.0001876122,0.00036200782,0.0000902734,0.0026355956,0.0001463065,0.00030095893,0.00012737609,0.00021988338],"category_scores_gemma":[0.06450108,0.00010696227,0.000055105596,0.0018111176,0.0065568946,0.00020612613,0.0000392564,0.00055709085,0.000107031316],"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":[0.0003136413,0.00010050379,0.00011195487,0.00002912778,0.0001077901,0.000063041145,0.79322255,0.0000025232937,0.00025146472,0.20450564,0.0006410261,0.00065075775],"study_design_scores_gemma":[0.00020370586,0.0015082696,0.0003809598,0.0001186067,0.000031552943,0.000014838235,0.8560659,0.0000038018347,0.0017998389,0.107531,0.03211152,0.00022996259],"about_ca_topic_score_codex":0.00055644044,"about_ca_topic_score_gemma":0.0019498434,"teacher_disagreement_score":0.7134585,"about_ca_system_score_codex":0.00017548216,"about_ca_system_score_gemma":0.0017619336,"threshold_uncertainty_score":0.9986628},"labels":[],"label_agreement":null},{"id":"W2799620040","doi":"10.1177/1468794118769785","title":"Co-constructing the field for a critical ethnography of immigrants’ experiences in a Canadian Francophone minority community","year":2018,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of British Columbia","funders":"","keywords":"Ethnography; Participant observation; Sociology; Immigration; French; Field (mathematics); Critical ethnography; Gender studies; Construct (python library); Field research; Qualitative research; Anthropology; Political science; Linguistics","score_opus":0.5221177161698419,"score_gpt":0.6890439702973913,"score_spread":0.16692625412754936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799620040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9441429,0.00035314698,0.0016710425,0.024023462,0.00019423976,0.00093036273,0.00008658238,0.000012706726,0.028585587],"genre_scores_gemma":[0.9919025,0.00004370161,0.007289143,0.00018836085,0.00019108703,0.00030654337,0.0000020829227,0.000007448068,0.00006914825],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9522062,0.04472418,0.00041266598,0.00023556878,0.0012022587,0.0012191508],"domain_scores_gemma":[0.8710883,0.12613302,0.000060718703,0.0003104039,0.0020398013,0.00036769977],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.119118944,0.0001071419,0.0002894184,0.0005423688,0.00326535,0.00009003185,0.0008330249,0.0002056022,0.00024475763],"category_scores_gemma":[0.12375417,0.00008340894,0.000114949326,0.002329534,0.017480478,0.00019522471,0.000058164915,0.001615373,0.000009489906],"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":[0.000090831345,0.000053455216,0.0025325483,0.00008815394,0.000014775973,9.746631e-7,0.84349126,1.485357e-8,0.00030433416,0.14737394,0.0012114188,0.004838317],"study_design_scores_gemma":[0.00019439978,0.00048611936,0.0008055955,0.00007651764,0.0000011634584,1.4361383e-7,0.8912132,0.000014483589,0.0020159532,0.100398615,0.0047019864,0.000091851405],"about_ca_topic_score_codex":0.91352457,"about_ca_topic_score_gemma":0.89989495,"teacher_disagreement_score":0.08140884,"about_ca_system_score_codex":0.00015451605,"about_ca_system_score_gemma":0.0019907276,"threshold_uncertainty_score":0.9980323},"labels":[],"label_agreement":null},{"id":"W2803946612","doi":"10.7202/1045313ar","title":"Les méthodes qualitatives en « terrain criminologique » : mise en perspective et usage de ces méthodes dans la revue Criminologie","year":2018,"lang":"fr","type":"article","venue":"Criminologie","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec; International Centre for Comparative Criminology; Université du Québec en Outaouais; Université de Montréal","funders":"","keywords":"Humanities; Philosophy","score_opus":0.7574742523557391,"score_gpt":0.6252767396644365,"score_spread":0.13219751269130253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803946612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55049086,0.010784545,0.16288404,0.1346442,0.0020123236,0.0012137451,0.00020855191,0.00084623724,0.1369155],"genre_scores_gemma":[0.63551384,0.015572839,0.3296282,0.0010596256,0.0015072991,0.00023762127,0.00001605182,0.00011356725,0.016350955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.8926651,0.10121725,0.0009871579,0.0016931514,0.00083977694,0.0025975674],"domain_scores_gemma":[0.9281235,0.068383634,0.00053419714,0.0010066727,0.0013552319,0.0005968212],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.042406112,0.0009968838,0.0012607528,0.00054337416,0.0017660924,0.00048636462,0.0025089742,0.0025612477,0.00093263073],"category_scores_gemma":[0.119865514,0.00094214274,0.0005704616,0.0007650093,0.027695265,0.0010951452,0.0010003828,0.0033797265,0.00041145398],"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":[0.00010956917,0.00032031146,0.0004959313,0.00030303936,0.00016563735,0.00016422525,0.40049833,0.000007696331,0.0034144628,0.48125675,0.000721911,0.11254215],"study_design_scores_gemma":[0.00037369822,0.0011516063,0.011184351,0.00034797224,0.00017590447,0.000047351914,0.537429,0.00011687004,0.00476096,0.41977152,0.023865398,0.00077537156],"about_ca_topic_score_codex":0.017569643,"about_ca_topic_score_gemma":0.004554044,"teacher_disagreement_score":0.16674416,"about_ca_system_score_codex":0.0025607673,"about_ca_system_score_gemma":0.0024492186,"threshold_uncertainty_score":0.9999806},"labels":[],"label_agreement":null},{"id":"W2803962485","doi":"10.1177/1473325018777902","title":"Critical oral history: Reflections on method and medium","year":2018,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Oral history; Participatory action research; Sociology; Work (physics); Citizen journalism; Epistemology; Historical method; Engineering ethics; Critical theory; Political science; History; Anthropology; Law; Engineering","score_opus":0.5864807342646511,"score_gpt":0.6886018942790614,"score_spread":0.1021211600144103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803962485","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":[0.0036545834,0.0004728075,0.17325573,0.28181416,0.0024687797,0.0005185251,0.000039859304,0.00027609983,0.5374995],"genre_scores_gemma":[0.57880086,0.00012829172,0.37067756,0.0077942004,0.0068573984,0.00018379973,0.000010542848,0.00009360838,0.035453737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9772005,0.020833286,0.00023970599,0.000367034,0.000803765,0.000555701],"domain_scores_gemma":[0.9856084,0.013161289,0.00007449978,0.000103204635,0.00077457924,0.0002780438],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.019933067,0.00014657741,0.00029177318,0.00011990679,0.0028107818,0.00007613274,0.00017471619,0.00024829083,0.0011975385],"category_scores_gemma":[0.022254666,0.00014094992,0.0000964692,0.00081188115,0.00732863,0.00019666001,0.000052207106,0.00060117827,0.00016813603],"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":[0.0000542344,0.00003130143,0.000007282087,0.000005911452,0.00001880791,9.159663e-7,0.4356775,9.7500665e-9,0.00003660076,0.54362434,0.016733624,0.0038094565],"study_design_scores_gemma":[0.00012892864,0.00023107241,0.0003387159,0.000019176683,0.000012075021,8.8075566e-8,0.18479304,6.977979e-7,0.00002025605,0.3733016,0.4410042,0.00015016721],"about_ca_topic_score_codex":0.00077579124,"about_ca_topic_score_gemma":0.0007197446,"teacher_disagreement_score":0.57514626,"about_ca_system_score_codex":0.0005603925,"about_ca_system_score_gemma":0.000468919,"threshold_uncertainty_score":0.9997155},"labels":[],"label_agreement":null},{"id":"W2807618186","doi":"10.1111/area.12464","title":"The enduring field: Exploring researcher emotions in covert research with antagonistic organisations","year":2018,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Covert; Closet; Field (mathematics); Lesbian; Sociology; Adversary; Space (punctuation); Human sexuality; Social psychology; Invisibility; Process (computing); Gender studies; Psychology; Epistemology; Public relations; Political science; Computer science; Computer security; History","score_opus":0.7189282087893799,"score_gpt":0.5987255823208751,"score_spread":0.12020262646850477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807618186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68400925,0.00008554531,0.0058918013,0.1234958,0.00022170648,0.0006761057,0.000007848483,0.000072877236,0.18553904],"genre_scores_gemma":[0.9945024,0.0005084565,0.0013296118,0.000059995597,0.00024607297,0.00008027296,9.953931e-7,0.000010224703,0.0032619636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950634,0.003070069,0.000114804985,0.00018592176,0.000940948,0.0006248097],"domain_scores_gemma":[0.9899405,0.009068339,0.000018942445,0.00024096752,0.0005995487,0.00013169282],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.015394751,0.000052861018,0.00007172033,0.00013560463,0.003293675,0.00023652006,0.00034107448,0.00005687472,0.00022549267],"category_scores_gemma":[0.012667625,0.000035942154,0.000017124918,0.0010969234,0.001984798,0.00023704927,0.000106860854,0.00067105,0.0000789814],"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":[0.00010599745,0.00008947539,0.012267312,0.000020019506,0.00003093773,0.000023767754,0.19959736,0.0000043973587,0.0010253678,0.7623151,0.0045882603,0.019932019],"study_design_scores_gemma":[0.0006627446,0.00085707137,0.06730804,0.00031252866,0.0000063575476,0.000002175969,0.33879846,0.00026894457,0.0026680348,0.21602403,0.37274143,0.00035018378],"about_ca_topic_score_codex":0.010034253,"about_ca_topic_score_gemma":0.040595625,"teacher_disagreement_score":0.54629105,"about_ca_system_score_codex":0.00021136722,"about_ca_system_score_gemma":0.00067673344,"threshold_uncertainty_score":0.9980039},"labels":[],"label_agreement":null},{"id":"W2818589249","doi":"10.1057/s41285-018-0077-2","title":"Institutional ethnography: a sociology of discovery—in conversation with Dorothy Smith","year":2018,"lang":"en","type":"article","venue":"Social Theory & Health","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Toronto; University of Victoria; University of Prince Edward Island","funders":"","keywords":"Conversation; Ethnography; Sociology; Epistemology; Anthropology; Philosophy; Communication","score_opus":0.1832351299485653,"score_gpt":0.5399830508039979,"score_spread":0.3567479208554326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2818589249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85145,0.00065235543,0.054494366,0.056221433,0.0004179519,0.0009801538,0.000077906,0.0000632121,0.03564258],"genre_scores_gemma":[0.9963999,0.0001885739,0.0020973904,0.0007639048,0.00038218463,0.00001586923,0.0000050382305,0.0000064976393,0.00014068492],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9921849,0.0065738787,0.00023427635,0.00018056858,0.00042549372,0.00040089246],"domain_scores_gemma":[0.998413,0.0010377717,0.00017073129,0.00006933728,0.00022224287,0.00008691924],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01490967,0.00007582001,0.00023334548,0.00012213725,0.0009350879,0.0000150799815,0.00014517638,0.00014046654,0.00008389062],"category_scores_gemma":[0.0006684884,0.00006350282,0.000059756927,0.00044558934,0.012417875,0.00022106545,0.000022438258,0.00031001942,0.00000610907],"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":[0.00016984594,0.00003605893,0.0018782254,0.000031437354,0.00001435265,3.9454008e-7,0.2884215,3.613066e-7,0.00001191653,0.70443213,0.000055072625,0.004948717],"study_design_scores_gemma":[0.0006009157,0.00046701048,0.018103873,0.00005892364,0.0000038553867,1.5283747e-7,0.17690201,0.0000036632073,0.000027660148,0.79773337,0.0059898226,0.00010877199],"about_ca_topic_score_codex":0.0052006007,"about_ca_topic_score_gemma":0.0047406573,"teacher_disagreement_score":0.14494981,"about_ca_system_score_codex":0.00023920299,"about_ca_system_score_gemma":0.0030170106,"threshold_uncertainty_score":0.9902698},"labels":[],"label_agreement":null},{"id":"W2819413530","doi":"10.1177/1609406918787309","title":"Expanding on Notions of Ethical Risks to Qualitative Researchers","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":25,"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":"Qualitative research; Extant taxon; Active listening; Psychology; Distressing; Research ethics; Engineering ethics; Social psychology; Sociology; Social science; Psychotherapist","score_opus":0.948912720763031,"score_gpt":0.8338258189603829,"score_spread":0.11508690180264813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2819413530","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054441094,0.00009151945,0.83900994,0.08302415,0.0014429122,0.00026408376,0.00006782601,0.000015455062,0.021643005],"genre_scores_gemma":[0.35654822,0.00010758454,0.6405562,0.0010769742,0.0009862235,0.000011788489,0.0000016755984,0.000020353125,0.00069094845],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.90901774,0.085697815,0.0011978264,0.0002835361,0.0033275515,0.0004755288],"domain_scores_gemma":[0.93200845,0.056716584,0.00084501586,0.00018915976,0.009712023,0.0005287603],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17963354,0.00017261614,0.0005104816,0.0010329261,0.00039460033,0.00010680611,0.0011070006,0.0002766285,0.00051937136],"category_scores_gemma":[0.15286359,0.00014476346,0.00031786517,0.00092972507,0.0035615002,0.0003150648,0.00014536879,0.0016657999,0.000046510493],"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":[0.0005648658,0.00010661168,0.000015253768,0.000008404105,0.00025234086,0.000006609714,0.62694436,0.000010301256,0.0049634017,0.3427163,0.0011656265,0.02324593],"study_design_scores_gemma":[0.0005898472,0.001653841,0.00026037634,0.00033979653,0.000017227258,0.0000023763698,0.62488675,0.000017517154,0.015371266,0.3293156,0.027360098,0.00018531946],"about_ca_topic_score_codex":0.0009973372,"about_ca_topic_score_gemma":0.00014815538,"teacher_disagreement_score":0.30210713,"about_ca_system_score_codex":0.00052537734,"about_ca_system_score_gemma":0.0009256246,"threshold_uncertainty_score":0.9991502},"labels":[],"label_agreement":null},{"id":"W2864628138","doi":"10.36510/learnland.v11i2.948","title":"A Rediscovery of Voice: The Story of Self Through a Qualitative Lens","year":2018,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McGill University","funders":"","keywords":"Set (abstract data type); Qualitative research; Point (geometry); Communication; Aesthetics; Linguistics; Sociology; Visual arts; Art; Computer science; Philosophy; Social science","score_opus":0.13912413870943835,"score_gpt":0.5015638693049882,"score_spread":0.36243973059554985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2864628138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8076992,0.0010297585,0.005544893,0.013488499,0.00027468844,0.00033272826,0.000017117138,0.00009342315,0.17151971],"genre_scores_gemma":[0.9922313,0.0004473998,0.005496976,0.00006216804,0.0002837841,0.0000072243856,0.000001493148,0.000009374586,0.0014602656],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9881949,0.010574388,0.00020299754,0.00014705167,0.0006223616,0.00025829728],"domain_scores_gemma":[0.9909901,0.008172034,0.00022683415,0.00013512661,0.00044148744,0.00003439322],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014476004,0.00007481504,0.00020721533,0.000043986838,0.0007264442,0.00002141487,0.00025273097,0.000091499234,0.00010537862],"category_scores_gemma":[0.0088033285,0.000049112485,0.00008799126,0.00036246522,0.0015663158,0.00021143278,0.00005664921,0.00055672653,0.000019043495],"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":[0.000039060862,0.00003265975,0.00083457807,0.000048720667,0.00006120987,3.955443e-7,0.9098606,0.000008268431,0.00050025346,0.086504705,0.00097292045,0.0011365972],"study_design_scores_gemma":[0.00025099647,0.00048211386,0.001289364,0.0001060361,0.000023419876,2.6008422e-7,0.68877465,0.000069166985,0.0007875906,0.020899858,0.28719923,0.00011734907],"about_ca_topic_score_codex":0.0011902831,"about_ca_topic_score_gemma":0.0007066209,"teacher_disagreement_score":0.2862263,"about_ca_system_score_codex":0.000026463491,"about_ca_system_score_gemma":0.0003013482,"threshold_uncertainty_score":0.99954593},"labels":[],"label_agreement":null},{"id":"W286833757","doi":"10.46743/2160-3715/2013.1539","title":"Queering Methodologies: Challenging Scientific Constraint in the Appreciation of Queer and Trans Subjects","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":22,"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":"Queer; Reflexivity; Sociology; Qualitative research; Hegemony; Epistemology; Perspective (graphical); Queer theory; Deconstruction (building); Binary opposition; Injustice; Aesthetics; Gender studies; Psychology; Social psychology; Social science; Politics; Computer science","score_opus":0.7036785543605594,"score_gpt":0.6453194932393483,"score_spread":0.05835906112121103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W286833757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66483265,0.002097542,0.24844648,0.039126765,0.00045843457,0.0013413777,0.00001478989,0.000060569528,0.04362138],"genre_scores_gemma":[0.9883735,0.00012102966,0.011138208,0.000037669182,0.000045106433,0.00003730956,0.0000021434475,0.0000061812448,0.00023882557],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97591317,0.021994734,0.00047761697,0.00025564793,0.0010304509,0.00032836865],"domain_scores_gemma":[0.9837921,0.015190489,0.0002438119,0.00024072784,0.00045816528,0.00007469844],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17430554,0.00009224051,0.00023258175,0.00011166222,0.00039340733,0.000087666274,0.0002629541,0.00007941781,0.0000070933256],"category_scores_gemma":[0.028568102,0.000054455253,0.00005557703,0.0005936613,0.003439852,0.00018246932,0.000035173376,0.00034176296,9.954989e-7],"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":[0.000015819049,0.000013061673,0.00010070952,0.000025772653,0.000015782674,0.000009466168,0.7913894,0.000028788087,0.00033100636,0.2054605,0.000036246598,0.0025734517],"study_design_scores_gemma":[0.00011853477,0.000046647583,0.00058059563,0.00003923586,0.0000066723337,0.000005892882,0.7685155,0.000049905255,0.00021744793,0.22823687,0.0021150364,0.00006761057],"about_ca_topic_score_codex":0.002715775,"about_ca_topic_score_gemma":0.0012143749,"teacher_disagreement_score":0.32354087,"about_ca_system_score_codex":0.00008814642,"about_ca_system_score_gemma":0.0005139787,"threshold_uncertainty_score":0.9992722},"labels":[],"label_agreement":null},{"id":"W2874240718","doi":"10.5465/ambpp.2018.19269symposium","title":"Fireside Chat with Jane Dutton, Sharon Parker, and Scott Sonenshein","year":2018,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Session (web analytics); Media studies; SCOOP; Sociology; Visual arts; Art; Engineering; World Wide Web; Computer science","score_opus":0.09924031618073924,"score_gpt":0.4402084711333456,"score_spread":0.34096815495260635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2874240718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6217609,0.0008011032,0.00059640117,0.07401389,0.000059088037,0.0013050521,0.0000045518977,0.00014653156,0.3013125],"genre_scores_gemma":[0.95148045,0.004110387,0.03168558,0.0010548203,0.00035523565,0.000047492766,8.069332e-7,0.000026031277,0.01123917],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803877,0.00011244514,0.00021680321,0.00035049592,0.0008162794,0.00046517956],"domain_scores_gemma":[0.99931145,0.00018970887,0.00014649451,0.000043007774,0.00014597343,0.00016337837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005848816,0.0001298384,0.00019843937,0.00013914463,0.00046312524,0.00009346655,0.00031923904,0.00013328718,0.00010631827],"category_scores_gemma":[0.0003078615,0.000107765845,0.000027216234,0.0004278612,0.0020161252,0.00049575145,0.0001839179,0.0002761757,0.000017661256],"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":[0.00015639659,0.00004032581,0.004201836,0.00049396197,0.00011896734,0.0000017039083,0.025619064,7.809771e-8,0.00043350196,0.90192366,0.015101254,0.051909253],"study_design_scores_gemma":[0.0013788027,0.0007005466,0.06594959,0.0009028367,0.00011985721,0.0000019120687,0.046122067,0.00009535207,0.005697195,0.2066414,0.67176783,0.0006225839],"about_ca_topic_score_codex":0.00019951376,"about_ca_topic_score_gemma":0.000024035964,"teacher_disagreement_score":0.6952823,"about_ca_system_score_codex":0.000038215847,"about_ca_system_score_gemma":0.00002760126,"threshold_uncertainty_score":0.74284977},"labels":[],"label_agreement":null},{"id":"W2881377621","doi":"10.22459/wtv.10.2011.12","title":"Women Fieldworkers’ Collaborative Research: On the History of House-Girls in Vanuatu","year":2011,"lang":"en","type":"book-chapter","venue":"ANU Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"York University; Social Sciences and Humanities Research Council of Canada; Rockefeller Foundation","keywords":"Gender studies; Sociology; Geography; Political science","score_opus":0.7129768924878269,"score_gpt":0.5192896315189859,"score_spread":0.19368726096884104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2881377621","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":[0.00027006672,0.0011900653,0.000013019395,0.0003591303,0.00032301387,0.0008705839,0.000030352205,0.000032334505,0.9969114],"genre_scores_gemma":[0.0026076508,0.0012759601,0.00015307542,0.00023409238,0.0001707534,0.0001733005,9.709222e-7,0.000051875588,0.9953323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924106,0.0047171125,0.00038930037,0.00039515845,0.0014437241,0.0006440887],"domain_scores_gemma":[0.9903591,0.007940716,0.0002395761,0.0005476966,0.0007431436,0.00016975275],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01771249,0.00021254577,0.00043750036,0.00027816527,0.00021384597,0.000034658435,0.000833624,0.00060652907,0.00053542363],"category_scores_gemma":[0.0018029276,0.00016129317,0.000101483034,0.000039944473,0.0043629613,0.000055622982,0.00020220218,0.0021346405,0.00003268271],"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":[0.00010457604,0.000016266542,8.442054e-7,0.000036771606,0.00004322615,0.000011386173,0.3089472,1.5798247e-7,0.00000586625,0.65913343,0.026010161,0.0056901006],"study_design_scores_gemma":[0.00009146168,0.00016501264,0.000002940244,0.00021925534,0.0000036433935,3.2819443e-8,0.0049728598,2.8665806e-7,0.00003504871,0.37956345,0.6148236,0.00012239994],"about_ca_topic_score_codex":0.011838572,"about_ca_topic_score_gemma":0.0027551004,"teacher_disagreement_score":0.5888134,"about_ca_system_score_codex":0.0009260359,"about_ca_system_score_gemma":0.002001336,"threshold_uncertainty_score":0.99834657},"labels":[],"label_agreement":null},{"id":"W2884847224","doi":"10.1177/0891241618785225","title":"When Crime Is a “Young Man’s Game” and the Ethnographer Is a Woman: Gendered Researcher Experiences in Two Different Contexts","year":2018,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":20,"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":"Ethnography; Disadvantaged; Participant observation; Gender studies; Sociology; Qualitative research; Perception; Field research; Field (mathematics); Social relation; Relation (database); Criminology; Social psychology; Psychology; Social science; Anthropology; Political science","score_opus":0.2625673533200814,"score_gpt":0.5125859732285609,"score_spread":0.2500186199084795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884847224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89180523,0.022506284,0.00074650865,0.058860976,0.00043061358,0.0007404982,0.0000104959445,0.000023608858,0.024875792],"genre_scores_gemma":[0.9934527,0.0015550926,0.0008659482,0.003123826,0.00037702048,0.0000444101,3.7636428e-7,0.000020039965,0.0005605646],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9871563,0.009102413,0.0008927648,0.00032534875,0.001872373,0.000650817],"domain_scores_gemma":[0.9951168,0.0026553962,0.00053188123,0.00030575774,0.0009752331,0.00041496588],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.022365158,0.00024769994,0.0006521114,0.00079237926,0.0006567294,0.0003624415,0.0008217649,0.00018452169,0.00038260696],"category_scores_gemma":[0.0012651721,0.00015169296,0.00043503114,0.0010381456,0.010151296,0.000781277,0.00014862439,0.0013196047,0.0000038208996],"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":[0.0010225209,0.00010317136,0.013683875,0.000026600594,0.00019480634,0.00003320166,0.9570789,1.2737855e-8,0.000100243225,0.004987221,0.019652376,0.0031171048],"study_design_scores_gemma":[0.005066058,0.00055013475,0.00902507,0.00031825024,0.000023359804,0.000009060782,0.81394273,0.000030190713,0.0003990634,0.11625613,0.05406313,0.00031681277],"about_ca_topic_score_codex":0.0042610713,"about_ca_topic_score_gemma":0.0015329466,"teacher_disagreement_score":0.14313613,"about_ca_system_score_codex":0.00004769121,"about_ca_system_score_gemma":0.00046216117,"threshold_uncertainty_score":0.9925425},"labels":[],"label_agreement":null},{"id":"W2887463432","doi":"10.1007/978-3-319-94502-6_13","title":"Gender and Positionality: Opportunities, Challenges, and Ethical Dilemmas in Ghana and Sierra Leone","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Toronto","funders":"","keywords":"Sierra leone; Reflexivity; Gender studies; Identity (music); Sociology; Participant observation; Field research; Face (sociological concept); Hierarchy; Limiting; Field (mathematics); Political science; Social science; Law; Socioeconomics; Engineering","score_opus":0.572721494824457,"score_gpt":0.49182227665252226,"score_spread":0.08089921817193474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887463432","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":[0.00030239084,0.018297566,0.00021329425,0.032400236,0.00005603124,0.00028551894,0.000050211398,0.000027265103,0.9483675],"genre_scores_gemma":[0.016667487,0.4121457,0.013653866,0.005137742,0.0012515568,0.000039806382,0.000077725796,0.00010155619,0.55092454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971108,0.001021146,0.00028876046,0.0004758354,0.00075058464,0.00035287914],"domain_scores_gemma":[0.9971409,0.0020163541,0.00008028914,0.00013534992,0.00022494244,0.0004021596],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009723291,0.00021830435,0.00038734864,0.00017033058,0.00034088278,0.0001046894,0.00010276091,0.0011947254,0.0011126652],"category_scores_gemma":[0.00051569793,0.00019932639,0.000035908553,0.000022164691,0.004488289,0.0001029554,0.00018932886,0.0013079596,0.000005382061],"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":[0.000014967098,0.000006445257,0.000006453812,0.00013257291,0.0000376637,0.000025789872,0.032432094,1.0698618e-9,0.000001097925,0.9446619,0.00050640106,0.022174614],"study_design_scores_gemma":[0.00017437022,0.000083683655,0.0003971281,0.00013736977,0.000014873594,0.0000048334364,0.018626643,0.0000030396548,3.336251e-7,0.7524319,0.22787796,0.00024786475],"about_ca_topic_score_codex":0.0009207235,"about_ca_topic_score_gemma":0.00562732,"teacher_disagreement_score":0.39744294,"about_ca_system_score_codex":0.00006869243,"about_ca_system_score_gemma":0.00044276353,"threshold_uncertainty_score":0.99980044},"labels":[],"label_agreement":null},{"id":"W2887824383","doi":"10.1177/1077800418788106","title":"Methodology as a Pedagogy of Vulnerability: Doctoral Research With/in/From the Borderlands","year":2018,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Toronto","funders":"","keywords":"Normative; Sociology; Vulnerability (computing); TRACE (psycholinguistics); Pedagogy; Interrupt; Epistemology; Engineering ethics; Linguistics; Computer science; Engineering","score_opus":0.8390033072064876,"score_gpt":0.7311158277019403,"score_spread":0.10788747950454736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887824383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9345584,0.0007524148,0.011321167,0.03422504,0.0003160011,0.0005963578,0.000037676306,0.000029580635,0.018163344],"genre_scores_gemma":[0.96342725,0.00015844451,0.033953603,0.00043922305,0.000940125,0.00010495201,0.000008346668,0.000022586722,0.000945477],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.887303,0.10934706,0.00051260175,0.00050267176,0.0015238303,0.0008108201],"domain_scores_gemma":[0.90045065,0.09680653,0.00017465014,0.0005134709,0.0018740942,0.00018059125],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.114758894,0.00015699748,0.00046338068,0.000225163,0.0009148965,0.00006056749,0.00072682137,0.00024137598,0.00082491164],"category_scores_gemma":[0.04318723,0.00010118697,0.00008111203,0.0013759382,0.023535615,0.00023185762,0.00016809045,0.0011205619,0.00007634574],"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":[0.00036532563,0.000068670066,0.0017959035,0.000012627985,0.00003871957,0.000004092017,0.68828285,2.805881e-7,0.0002951785,0.30024683,0.00061164465,0.008277841],"study_design_scores_gemma":[0.00030979665,0.0007928957,0.0028271228,0.00004767068,0.000003763292,2.8213245e-7,0.5924896,0.000004604794,0.0004274745,0.38327357,0.019724939,0.000098294375],"about_ca_topic_score_codex":0.07938855,"about_ca_topic_score_gemma":0.049184084,"teacher_disagreement_score":0.0957933,"about_ca_system_score_codex":0.00016617516,"about_ca_system_score_gemma":0.0016237783,"threshold_uncertainty_score":0.97912174},"labels":[],"label_agreement":null},{"id":"W2888193746","doi":"10.1177/1609406918790653","title":"Doubly Engaged Ethnography","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":80,"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 Guelph","funders":"","keywords":"Ethnography; Insider; Sociology; Fieldnotes; Racism; Poverty; Praxis; Public relations; Objectivity (philosophy); Reflexivity; Gender studies; Social science; Political science; Epistemology; Anthropology; Law","score_opus":0.8613341570579436,"score_gpt":0.7623454309455995,"score_spread":0.0989887261123441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888193746","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016267026,0.00049089536,0.90456855,0.03021894,0.00346909,0.00012791007,0.000015485783,0.000026678792,0.04481541],"genre_scores_gemma":[0.14823775,0.00030641115,0.84719557,0.0010271773,0.0024314641,0.000004586041,0.0000012209994,0.000016332275,0.00077952136],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9004061,0.09651081,0.00076440774,0.00017494934,0.0018049497,0.000338784],"domain_scores_gemma":[0.9663156,0.026036495,0.00068848836,0.00012270577,0.006561057,0.00027562818],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19635478,0.00013293115,0.0003189717,0.0006115652,0.0007156834,0.00015961079,0.0010036499,0.00013487472,0.00070214237],"category_scores_gemma":[0.05679362,0.000110540735,0.00032209317,0.000598919,0.003335871,0.00057418767,0.000079575555,0.0013581023,0.00003166119],"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":[0.00023471002,0.00008190314,0.00008478425,0.000004908815,0.00036232464,0.000015399486,0.68819606,8.875413e-7,0.0032562595,0.19819726,0.0026667542,0.106898725],"study_design_scores_gemma":[0.00063161197,0.00038808107,0.00031775935,0.00007855051,0.000018703673,0.00000688182,0.2957277,0.000012204146,0.0043610786,0.35592508,0.34236896,0.00016339873],"about_ca_topic_score_codex":0.0002721504,"about_ca_topic_score_gemma":0.000093444796,"teacher_disagreement_score":0.39246836,"about_ca_system_score_codex":0.00018050725,"about_ca_system_score_gemma":0.000568638,"threshold_uncertainty_score":0.9993765},"labels":[],"label_agreement":null},{"id":"W2894667623","doi":"10.17169/fqs-19.3.3118","title":"Feminist Reflections on the Relation of Emotions to Ethics: A Case Study of Two Awkward Interviewing Moments","year":2018,"lang":"en","type":"article","venue":"Social Science Open Access Repository (GESIS – Leibniz Institute for the Social Sciences)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"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":"Humanities; Philosophy","score_opus":0.7120167877798445,"score_gpt":0.6883553138012131,"score_spread":0.023661473978631387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894667623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7470504,0.000015076358,0.005378544,0.027964378,0.003131687,0.004930586,0.000049277645,0.000049910435,0.21143012],"genre_scores_gemma":[0.99684024,0.000009099617,0.0011206899,0.0005015894,0.000785572,0.00030112252,5.291477e-7,0.000011039501,0.00043010735],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99224514,0.003122751,0.000730268,0.00068202324,0.0025203356,0.00069947634],"domain_scores_gemma":[0.99449366,0.0026856032,0.0006840108,0.00036221457,0.0016131231,0.00016135948],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.038154602,0.00019370095,0.00036902438,0.00030249875,0.044402312,0.0020751874,0.0056922813,0.0001326513,0.00003090726],"category_scores_gemma":[0.0065882914,0.00012992181,0.00019105544,0.00657083,0.018509252,0.002101499,0.0014217967,0.0004949248,0.000004366888],"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":[0.00006268538,0.0004067088,0.0008887001,0.000019320141,0.00006496689,0.000004819293,0.584409,0.000054512693,0.0019433221,0.40577677,0.0004748181,0.0058943806],"study_design_scores_gemma":[0.00071952323,0.0011901604,0.0075147,0.00017301392,0.00014145272,0.000008762539,0.954058,0.00013205236,0.0016609802,0.021831287,0.012120079,0.0004500038],"about_ca_topic_score_codex":0.057889313,"about_ca_topic_score_gemma":0.030367946,"teacher_disagreement_score":0.3839455,"about_ca_system_score_codex":0.0005611611,"about_ca_system_score_gemma":0.0030020655,"threshold_uncertainty_score":0.9996874},"labels":[],"label_agreement":null},{"id":"W2894780293","doi":"10.1177/1609406918801666","title":"Generating Findings That Are Able to “Stand on Their Own Feet”","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Dalhousie University","funders":"","keywords":"Geology","score_opus":0.8277777625079238,"score_gpt":0.7327486408057714,"score_spread":0.09502912170215239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894780293","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14267248,0.00033826503,0.7935753,0.04394888,0.0026138949,0.00021851946,0.000051950436,0.00002249638,0.016558198],"genre_scores_gemma":[0.1536118,0.0002055812,0.83823854,0.0028430244,0.0025557608,0.000010113319,0.0000012724767,0.000027756796,0.0025061665],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9765686,0.020418357,0.0006279354,0.00024971346,0.0017265434,0.00040885332],"domain_scores_gemma":[0.9819586,0.013324344,0.00058774144,0.00013286881,0.0036544844,0.0003419156],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07034827,0.00017704998,0.00038559205,0.00048071772,0.00055697886,0.0003013965,0.0008622136,0.0001184766,0.00042628867],"category_scores_gemma":[0.029055566,0.00013358469,0.00020686454,0.00041428447,0.0009517484,0.00043853448,0.00010391842,0.00058562355,0.000039274244],"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":[0.00044256618,0.0001236473,0.00027157634,0.000015098003,0.0003794392,0.000025994548,0.7670208,0.000047609567,0.011651331,0.12725894,0.0070871077,0.08567586],"study_design_scores_gemma":[0.00077165716,0.0011075187,0.0007979505,0.00069537794,0.000017149512,0.0000099699355,0.46361503,0.0001393784,0.03388099,0.14881966,0.34976926,0.0003760675],"about_ca_topic_score_codex":0.00017668119,"about_ca_topic_score_gemma":0.00012110462,"teacher_disagreement_score":0.34268215,"about_ca_system_score_codex":0.00046228175,"about_ca_system_score_gemma":0.00046163634,"threshold_uncertainty_score":0.9791231},"labels":[],"label_agreement":null},{"id":"W2896090624","doi":"10.1111/spc3.12420","title":"Critical discursive psychology and relational ethics: <scp>A</scp> n uneasy tension?","year":2018,"lang":"en","type":"article","venue":"Social and Personality Psychology Compass","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Harm; Obligation; Conversation; Qualitative research; Psychology; Epistemology; Discursive psychology; Sociology; Focus (optics); Social psychology; Discourse analysis; Social science; Law; Political science; Linguistics; Philosophy","score_opus":0.37759463239924307,"score_gpt":0.5910000560163108,"score_spread":0.2134054236170677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896090624","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":[0.2822517,0.0012039145,0.010687588,0.56654716,0.001420292,0.00033220657,0.00012976647,0.00010225229,0.13732515],"genre_scores_gemma":[0.97430927,0.00059013796,0.0053140265,0.016054267,0.0024521248,0.00002447584,0.00001541292,0.00001847603,0.0012217948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99172986,0.0062142494,0.00027424158,0.00058122276,0.0005824214,0.0006180099],"domain_scores_gemma":[0.9907707,0.007942855,0.00008531275,0.00012935625,0.0007483811,0.00032340953],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008164224,0.00016976883,0.0003361668,0.000082988656,0.003066481,0.000081760445,0.0001916077,0.00074291026,0.0002297594],"category_scores_gemma":[0.008366774,0.0001569781,0.000091128786,0.00029042776,0.016085366,0.0001784784,0.000085660715,0.0013558087,0.00005062664],"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":[0.000041659914,0.000107415675,0.011479044,0.000024778046,0.00005319904,0.000006197526,0.13932481,7.522499e-9,0.00013726973,0.8234425,0.022757016,0.0026261122],"study_design_scores_gemma":[0.00045231165,0.00016749934,0.26599658,0.000014579996,0.000020142696,0.000008204627,0.019085504,0.0000130500885,0.0000012462343,0.45027697,0.26387048,0.00009342228],"about_ca_topic_score_codex":0.00062633626,"about_ca_topic_score_gemma":0.0010005328,"teacher_disagreement_score":0.6920576,"about_ca_system_score_codex":0.000032450538,"about_ca_system_score_gemma":0.00021024197,"threshold_uncertainty_score":0.9999862},"labels":[],"label_agreement":null},{"id":"W2897285595","doi":"10.1177/1468794118803022","title":"Negotiating with gatekeepers to get interviews with politicians: qualitative research recruitment in a digital media environment","year":2018,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":38,"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; Memorial University of Newfoundland","funders":"","keywords":"Public relations; Negotiation; Reputation; Politics; Qualitative research; Social media; Sociology; Reputation management; Digital media; Political science; Social science; Law","score_opus":0.7666971906980924,"score_gpt":0.7040218733260135,"score_spread":0.06267531737207888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897285595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69792986,0.0013030911,0.023745101,0.07052755,0.00021280693,0.012612872,0.00059136,0.0001777611,0.1928996],"genre_scores_gemma":[0.9618958,0.00043443157,0.029725786,0.00029743958,0.0006607042,0.0024117192,0.000046475285,0.0001268062,0.0044008335],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91478914,0.07155998,0.0009226629,0.0014062765,0.00779151,0.0035304136],"domain_scores_gemma":[0.9433587,0.050461378,0.00016910007,0.0007488088,0.003897523,0.0013644621],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.15476784,0.0004103226,0.0007338764,0.0018124214,0.0019834267,0.0008508288,0.0011848761,0.0002630642,0.00046045033],"category_scores_gemma":[0.030979512,0.0003121922,0.000091546885,0.004530128,0.014453624,0.0009825841,0.00056186254,0.0027382562,0.0009996765],"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":[0.00064030127,0.00027340252,0.00014384284,0.00005689864,0.00007577143,0.000040108927,0.7562741,0.00000863538,0.00008498495,0.23394018,0.0008693086,0.007592424],"study_design_scores_gemma":[0.00080988934,0.003885876,0.0002498132,0.0006732166,0.0000041479393,0.0000011192674,0.8770851,0.00003427707,0.00017088391,0.077465236,0.039199125,0.00042131328],"about_ca_topic_score_codex":0.016273893,"about_ca_topic_score_gemma":0.011618557,"teacher_disagreement_score":0.26396593,"about_ca_system_score_codex":0.0026360801,"about_ca_system_score_gemma":0.002028921,"threshold_uncertainty_score":0.999933},"labels":[],"label_agreement":null},{"id":"W2898282736","doi":"10.1177/1609406918809167","title":"Revisiting a Boy Named Jim","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada; York University","keywords":"Reflexivity; Narrative; Appropriation; Narrative inquiry; Qualitative research; Meaning (existential); Coherence (philosophical gambling strategy); Psychology; Sociology; Epistemology; Aesthetics; Literature; Art; Social science; Psychotherapist; Philosophy","score_opus":0.8196726336766507,"score_gpt":0.7732359704538605,"score_spread":0.046436663222790164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898282736","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011410088,0.0005349038,0.8952934,0.053689796,0.002190457,0.000114669245,0.0000125188535,0.000021417129,0.036732722],"genre_scores_gemma":[0.08112755,0.00028601257,0.91181517,0.0008835462,0.0043505495,0.0000039256565,0.0000011538073,0.000017006281,0.001515115],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9571136,0.039742317,0.00085538824,0.00017963401,0.0017611106,0.00034794814],"domain_scores_gemma":[0.9793038,0.012729562,0.0008593452,0.00011310295,0.006734851,0.00025935596],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11770945,0.00012590512,0.00034311623,0.0003801794,0.00035606508,0.00018731171,0.0008719739,0.00010619773,0.00057502865],"category_scores_gemma":[0.066150114,0.00010597797,0.00024943196,0.00041412312,0.0016672256,0.000566337,0.0000971006,0.00058838126,0.00004038813],"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":[0.00017126111,0.000043488162,0.000084801104,0.000009836508,0.00028104254,0.000025533898,0.42276356,7.665649e-7,0.0031467571,0.29626885,0.0013462972,0.27585784],"study_design_scores_gemma":[0.00058496615,0.00029164148,0.00032210772,0.0002519132,0.000022342752,0.00001644826,0.2950035,0.000056900764,0.0027611055,0.40223974,0.29824987,0.00019947442],"about_ca_topic_score_codex":0.00028748385,"about_ca_topic_score_gemma":0.00003089289,"teacher_disagreement_score":0.29690358,"about_ca_system_score_codex":0.000305691,"about_ca_system_score_gemma":0.00065876753,"threshold_uncertainty_score":0.9417161},"labels":[],"label_agreement":null},{"id":"W2899330006","doi":"","title":"Gaining a Fuller Picture of Sex Trafficking in Manitoba: A Case Study of Narrative-Based Research Utilizing 'Low Tech' Thematic Analysis","year":2018,"lang":"en","type":"article","venue":"Journal of research practice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Manitoba","funders":"","keywords":"Narrative; Narrative inquiry; Interview; Thematic analysis; Transferability; Sociology; Relevance (law); Qualitative research; Grounded theory; Gender studies; Psychology; Social science; Political science; Anthropology; Computer science; Law","score_opus":0.6952530294524429,"score_gpt":0.6777321517405274,"score_spread":0.017520877711915572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899330006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98970026,0.0003072289,0.0013473764,0.0031772235,0.000045876957,0.0008026304,0.000001969772,0.0000066279995,0.004610819],"genre_scores_gemma":[0.9890464,0.00012363451,0.010448155,0.000023071518,0.00024207646,0.00001898245,1.874041e-7,0.000017379198,0.000080127706],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.934462,0.056345914,0.0012841587,0.0003355637,0.0066280514,0.0009443204],"domain_scores_gemma":[0.9316871,0.05582908,0.0009196495,0.00040685394,0.010856554,0.00030072153],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2431688,0.0001468908,0.0007659175,0.0038203802,0.001259035,0.00019136422,0.0008219849,0.00020781015,0.0001710012],"category_scores_gemma":[0.1259123,0.00011583378,0.00020456986,0.009739197,0.0027507192,0.0009080536,0.00018716695,0.0039279736,0.000002214846],"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":[0.0010415365,0.0024018907,0.0044243485,0.0002627343,0.0008924853,0.003008926,0.97641027,0.00028861576,0.001526537,0.0007811685,0.00014873772,0.008812736],"study_design_scores_gemma":[0.0010354123,0.0029166073,0.00024988473,0.0005482039,0.000094381016,0.000063788764,0.9915406,0.0014557713,0.00049946486,0.0009772117,0.00052161556,0.00009706902],"about_ca_topic_score_codex":0.01070816,"about_ca_topic_score_gemma":0.023633195,"teacher_disagreement_score":0.117256515,"about_ca_system_score_codex":0.00048103897,"about_ca_system_score_gemma":0.0026250395,"threshold_uncertainty_score":0.9999632},"labels":[],"label_agreement":null},{"id":"W2901091331","doi":"10.1007/978-3-319-93191-3_1","title":"Making the Case: The Arguments for Participatory Research","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"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":"Citizen journalism; Sociology; Engineering ethics; Epistemology; Political science; Philosophy; Engineering; Law","score_opus":0.9034572708350255,"score_gpt":0.7043428332526303,"score_spread":0.19911443758239522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901091331","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":[0.000040463583,0.0006468498,0.0015804975,0.025440078,0.00028727655,0.0013544699,0.000029568193,0.000026211343,0.9705946],"genre_scores_gemma":[0.0037963379,0.00036498753,0.0016017423,0.00065052987,0.0016487362,0.00021656277,0.0000017270484,0.00003665969,0.9916827],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99353415,0.0038187518,0.00025024835,0.00031314333,0.0013320968,0.00075160904],"domain_scores_gemma":[0.98147756,0.01678872,0.00009419852,0.0004624822,0.001065735,0.000111317626],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.072889015,0.00013683063,0.00017543194,0.000072987736,0.0047068396,0.000299119,0.0007399962,0.00032248892,0.0037025677],"category_scores_gemma":[0.004869015,0.00006714368,0.00015428182,0.00007991922,0.0066648037,0.00006622483,0.0002387159,0.0011139285,0.00029957315],"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":[0.000010786743,0.0000041925855,0.0000010176748,0.000021471884,0.00004936505,0.000021674545,0.02769784,4.0296012e-8,5.2400736e-7,0.8682133,0.095902644,0.008077131],"study_design_scores_gemma":[0.000029242163,0.000041788422,4.9144876e-7,0.000038253664,0.000009139724,0.0000015212188,0.014925587,0.000011840023,0.0000020045827,0.42581153,0.5590693,0.000059305716],"about_ca_topic_score_codex":0.0010443858,"about_ca_topic_score_gemma":0.008684121,"teacher_disagreement_score":0.46316665,"about_ca_system_score_codex":0.00018486804,"about_ca_system_score_gemma":0.0006449462,"threshold_uncertainty_score":0.9972082},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2901127999","doi":"10.1177/1609406918812301","title":"Narrative Depictions of Working With Language Interpreters in Cross-Language Qualitative Research","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research; Health Canada; Global Affairs Canada; International Development Research Centre","keywords":"Interpreter; Narrative; Qualitative research; Context (archaeology); Seniority; Linguistics; Field (mathematics); Narrative inquiry; Psychology; Sociology; Computer science; Social science; Political science","score_opus":0.822180685421055,"score_gpt":0.786578730285481,"score_spread":0.03560195513557407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901127999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7286892,0.0005543303,0.2503934,0.004405758,0.0007174022,0.00027589672,0.00002542146,0.0000131715315,0.014925469],"genre_scores_gemma":[0.683807,0.00006193131,0.31513458,0.00007995715,0.00040199287,0.000013426395,0.0000020115508,0.000017864935,0.000481228],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9173361,0.07799705,0.0012197779,0.00031259522,0.0025896218,0.00054487464],"domain_scores_gemma":[0.9599708,0.032094643,0.0008958596,0.00018350063,0.0066428916,0.00021233637],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13807754,0.00018516192,0.00053403754,0.0013762623,0.00035940722,0.00016154323,0.001033411,0.00015646228,0.0003373101],"category_scores_gemma":[0.03733192,0.00014777506,0.00019156776,0.001444046,0.006745766,0.00068839727,0.00014193486,0.0013496043,0.000006344557],"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":[0.00094169204,0.00012977906,0.00051068555,0.000015188754,0.0003053331,0.000047145542,0.92225015,0.000009133815,0.004986652,0.05484573,0.00007380326,0.015884718],"study_design_scores_gemma":[0.0008382589,0.0008427172,0.00055313215,0.0006096178,0.000009319792,0.000007879435,0.9508015,0.000033466138,0.007863526,0.036980018,0.0013033194,0.00015724443],"about_ca_topic_score_codex":0.0028753015,"about_ca_topic_score_gemma":0.0027711175,"teacher_disagreement_score":0.10074561,"about_ca_system_score_codex":0.0006400515,"about_ca_system_score_gemma":0.00094296347,"threshold_uncertainty_score":0.9959573},"labels":[],"label_agreement":null},{"id":"W2901781246","doi":"10.1093/oxfordhb/9780190842475.013.28","title":"Embodied Spatial Practices and the Power to Care","year":2019,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Embodied cognition; Negotiation; Ethnography; Parade; Space (punctuation); Sociology; Power (physics); Conformity; Narrative; Health care; Aesthetics; Psychology; Epistemology; Political science; Social psychology; Social science; Art; Anthropology; Computer science","score_opus":0.1265123121286331,"score_gpt":0.40246809744386497,"score_spread":0.2759557853152319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901781246","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":[0.00005067511,0.00017681123,0.00037733524,0.00154109,0.00019912256,0.0009045448,0.000070601825,0.000032818927,0.996647],"genre_scores_gemma":[0.0018986575,0.0007891851,0.00070727366,0.0001789401,0.00013128023,9.731954e-7,0.0000041744647,0.000019063214,0.9962705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758965,0.0010311323,0.00010996076,0.00034691457,0.00063294976,0.00028940418],"domain_scores_gemma":[0.9969312,0.0019078475,0.00029077186,0.0003011214,0.00037482378,0.00019424717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019598021,0.00017937271,0.00030589066,0.00009058828,0.00085542677,0.00014450419,0.00052183383,0.0003467049,0.00007689387],"category_scores_gemma":[0.00060175144,0.00014614426,0.00011960743,0.000009505688,0.001541751,0.00010741157,0.0004381428,0.0006840847,0.0000038566295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003159661,0.0000018318342,0.0000032085145,0.000043198335,0.00007026084,0.000012325531,0.054857664,3.6818037e-7,7.0303963e-7,0.93618613,0.00056521286,0.0079431515],"study_design_scores_gemma":[0.00048139683,0.000063572865,0.000006321852,0.000069890295,0.000067436486,2.5621992e-7,0.015402796,0.0000016797144,0.0000021805695,0.005401829,0.9783107,0.00019194564],"about_ca_topic_score_codex":0.00574425,"about_ca_topic_score_gemma":0.003636392,"teacher_disagreement_score":0.9777455,"about_ca_system_score_codex":0.00013923089,"about_ca_system_score_gemma":0.0004894958,"threshold_uncertainty_score":0.8683626},"labels":[],"label_agreement":null},{"id":"W2902551872","doi":"10.1108/qrom-03-2017-1511","title":"An open letter to the Universe: a reflection on conducting “good” research","year":2018,"lang":"en","type":"letter","venue":"Qualitative Research in Organizations and Management An International Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Autoethnography; Reflexivity; Indigenous; Originality; Field (mathematics); Value (mathematics); Sociology; Epistemology; Power (physics); White (mutation); Qualitative research; Aesthetics; Universe; Media studies; Computer science; Gender studies; Social science; Art; Philosophy","score_opus":0.7297725144228154,"score_gpt":0.7109577647291687,"score_spread":0.018814749693646715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902551872","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":[0.0012271918,0.000024524665,0.0037435913,0.9443498,0.00080621714,0.0015867274,0.000054147145,0.000024367537,0.048183415],"genre_scores_gemma":[0.03950851,0.016112851,0.065913185,0.66270924,0.086455144,0.0010576384,0.0010607123,0.00061010127,0.12657264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9404648,0.052452922,0.00052700366,0.000756124,0.0047708503,0.0010282878],"domain_scores_gemma":[0.98577434,0.0051520276,0.0001848766,0.0004888237,0.008056376,0.00034353597],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.09809504,0.00022459603,0.00026095504,0.0028816063,0.004524216,0.004599565,0.0037156139,0.00037826374,0.0007546749],"category_scores_gemma":[0.005923297,0.00018136056,0.000037013582,0.0035574578,0.0020299484,0.001596658,0.0013117275,0.005790517,0.00017711673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075537224,0.00013724265,0.000017836615,0.000024084602,0.0001384085,0.00019467692,0.15791324,0.000011113387,0.00002049978,0.21388139,0.6221267,0.0054592798],"study_design_scores_gemma":[0.0002942269,0.0006299143,0.000042414198,0.0002699307,0.000005569744,0.000003818,0.16860266,0.000031499483,0.0000082403685,0.055210534,0.77471924,0.00018196287],"about_ca_topic_score_codex":0.0034922182,"about_ca_topic_score_gemma":0.0030515532,"teacher_disagreement_score":0.2816406,"about_ca_system_score_codex":0.0015684472,"about_ca_system_score_gemma":0.0008095551,"threshold_uncertainty_score":0.99677175},"labels":[],"label_agreement":null},{"id":"W2903793900","doi":"10.15210/interfaces.v18i2.13873","title":"An Autoethnographic Account of Experiences with a Community-Based Participatory Research Project in Canada","year":2018,"lang":"en","type":"article","venue":"Interfaces Brasil/Canadá","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Sociology; Humanities; Art","score_opus":0.5901253436170156,"score_gpt":0.5962897703764697,"score_spread":0.006164426759454056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903793900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99535495,0.0000952648,0.00012925759,0.00094889046,0.000108154236,0.00040836385,0.000021559414,0.000021016087,0.002912535],"genre_scores_gemma":[0.9985569,0.000009216335,0.0009746523,0.00018337725,0.00004870108,0.0001615734,0.0000028540574,0.000014719097,0.000048020636],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9834169,0.01345165,0.00036213174,0.00027880087,0.0016152826,0.0008752394],"domain_scores_gemma":[0.9956929,0.0025944987,0.00011484438,0.00047627813,0.0008630558,0.00025843544],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.017075684,0.00014408323,0.00028798744,0.00044461258,0.000972118,0.00010079172,0.0010538372,0.00010408182,0.00015645524],"category_scores_gemma":[0.0011160357,0.00011841531,0.000026299349,0.0018626321,0.0062600845,0.00033697922,0.000068332425,0.0010466061,0.000002332608],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033004276,0.00025266188,0.08186615,0.0001626546,0.000040523548,0.000023308176,0.9091761,0.000031903535,0.0012047922,0.0021023669,0.0009804287,0.003829034],"study_design_scores_gemma":[0.00028250035,0.0010917453,0.0062217736,0.0002855345,0.00000370816,3.1983274e-7,0.9751033,0.00043743377,0.010456054,0.0005125282,0.005394813,0.00021025045],"about_ca_topic_score_codex":0.9977901,"about_ca_topic_score_gemma":0.99980474,"teacher_disagreement_score":0.07564438,"about_ca_system_score_codex":0.0006915542,"about_ca_system_score_gemma":0.017343968,"threshold_uncertainty_score":0.9964443},"labels":[],"label_agreement":null},{"id":"W2904769254","doi":"10.1177/2380084418814533","title":"Introduction to Guest Editorial","year":2018,"lang":"en","type":"article","venue":"JDR Clinical & Translational Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Computer science","score_opus":0.6775690243504995,"score_gpt":0.7414222059339922,"score_spread":0.06385318158349274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904769254","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":[0.014912715,0.000074064796,0.014903841,0.7629483,0.0970257,0.0013596455,0.00004983803,0.00013655667,0.10858939],"genre_scores_gemma":[0.06480426,0.00014988921,0.01748195,0.00035027857,0.9085076,0.000057427045,0.000017769178,0.000022198927,0.008608645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98480326,0.009445718,0.0005457625,0.000538251,0.0039254557,0.0007415618],"domain_scores_gemma":[0.98015517,0.015021027,0.000039135033,0.000276875,0.0038114327,0.00069637975],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.086034715,0.00008513815,0.0001967444,0.00021989648,0.0014291407,0.00016968833,0.00046717096,0.00035615565,0.0015193655],"category_scores_gemma":[0.051735703,0.00007845782,0.00012841655,0.0012960546,0.0038264769,0.0002589041,0.00006127647,0.0014653514,0.0026117142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047422512,0.00018605316,0.0012534723,0.000008668638,0.000024292876,0.0000011274209,0.007886101,0.0000010959958,0.00020376389,0.21941869,0.74508995,0.025452567],"study_design_scores_gemma":[0.00026138144,0.0003867677,0.003298332,0.0000109307475,0.0000024323006,8.024241e-8,0.0007661627,0.000017778211,0.000031130432,0.057115763,0.9380189,0.00009030048],"about_ca_topic_score_codex":0.0010472733,"about_ca_topic_score_gemma":0.0020170643,"teacher_disagreement_score":0.8114819,"about_ca_system_score_codex":0.000096533535,"about_ca_system_score_gemma":0.0015187972,"threshold_uncertainty_score":0.99987084},"labels":[],"label_agreement":null},{"id":"W2905496187","doi":"10.1177/1049732318809680","title":"When Health Care is Displaced by State Interests: Building Dialogue Through Shared Findings","year":2018,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Lakehead University","funders":"Lakehead University; University of Ottawa","keywords":"Health care; Public relations; Sociology; Ethnography; Conversation; State (computer science); Qualitative research; Health policy; Nursing; Psychology; Political science; Medicine; Social science; Law","score_opus":0.6261904444636397,"score_gpt":0.7088458987986205,"score_spread":0.08265545433498078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905496187","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":[0.08363741,0.013543305,0.071317784,0.80264586,0.0009821984,0.0061681955,0.0041925893,0.00040561342,0.017107027],"genre_scores_gemma":[0.6739738,0.0127034355,0.23507486,0.042630937,0.002829555,0.0014108291,0.0007576281,0.00045726055,0.030161709],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92247397,0.06775462,0.0011288216,0.0011775506,0.0039743553,0.003490707],"domain_scores_gemma":[0.97795653,0.016324159,0.00032982856,0.0005802465,0.0033705495,0.0014386856],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.092155874,0.0003397769,0.0008010508,0.0004570875,0.006162854,0.0005229803,0.0011565776,0.0002532014,0.00081476313],"category_scores_gemma":[0.018473903,0.00031912836,0.0001563444,0.0019480212,0.0067248894,0.0008917002,0.00043635344,0.002343707,0.00040623048],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014747735,0.00006033844,0.000056853427,0.00038287754,0.000032912947,0.0000016258598,0.6533383,3.9525478e-8,0.00006314622,0.057862137,0.27951717,0.008537068],"study_design_scores_gemma":[0.0004969676,0.0015182771,0.00007159221,0.00037860268,0.0000011049408,2.0956374e-7,0.48449028,0.000009310461,0.00023564284,0.11247562,0.40008116,0.00024123571],"about_ca_topic_score_codex":0.104571134,"about_ca_topic_score_gemma":0.019683143,"teacher_disagreement_score":0.76001495,"about_ca_system_score_codex":0.0034265213,"about_ca_system_score_gemma":0.006449212,"threshold_uncertainty_score":0.9999579},"labels":[],"label_agreement":null},{"id":"W2906439685","doi":"10.1177/1077800418817840","title":"A Life History of Place: A Future Place for Life Histories?","year":2018,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Regina","funders":"","keywords":"Narrative; Aesthetics; Indigenous; Character (mathematics); Sociology; Everyday life; Environmental ethics; Value (mathematics); Field (mathematics); Humanism; History; Epistemology; Law; Literature; Philosophy; Art; Political science","score_opus":0.43976098318309464,"score_gpt":0.5729147705938743,"score_spread":0.13315378741077966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906439685","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11391857,0.035974912,0.32500264,0.22777945,0.04005979,0.0071100118,0.0009178694,0.00087274826,0.248364],"genre_scores_gemma":[0.38608626,0.0015987933,0.34208527,0.020372527,0.045334022,0.0015957537,0.00012297109,0.0003760235,0.20242837],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98894507,0.008377013,0.0005899073,0.00043684884,0.0010225199,0.0006286204],"domain_scores_gemma":[0.985328,0.01123388,0.0004474162,0.0003193412,0.0019725147,0.0006988019],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.021470485,0.00021135517,0.0005125733,0.00019072535,0.000483167,0.000024747414,0.000464874,0.00032710884,0.0005937972],"category_scores_gemma":[0.05411171,0.0002021192,0.00020738352,0.00041583876,0.00846577,0.00035639797,0.00007093069,0.0003900895,0.000044378165],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028415266,0.000048909613,0.000007863532,0.000101413054,0.000048081256,3.7151852e-7,0.519547,2.1169565e-7,0.000105264786,0.26240903,0.21668576,0.0007619209],"study_design_scores_gemma":[0.0003958458,0.00040304477,0.000018388428,0.00002972107,0.00001191493,6.201311e-8,0.42410025,0.000012336362,0.000029077666,0.013751836,0.5610835,0.00016403332],"about_ca_topic_score_codex":0.0010352993,"about_ca_topic_score_gemma":0.0006870748,"teacher_disagreement_score":0.34439772,"about_ca_system_score_codex":0.0012504739,"about_ca_system_score_gemma":0.0066174157,"threshold_uncertainty_score":0.99901414},"labels":[],"label_agreement":null},{"id":"W2907410685","doi":"","title":"Unpacking 'gender issues' research","year":2012,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Calgary","funders":"","keywords":"Unpacking; Psychology; Sociology; Linguistics; Philosophy","score_opus":0.6000936006151348,"score_gpt":0.5712039998692925,"score_spread":0.028889600745842348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907410685","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":[0.14453624,0.00059853337,0.0005263025,0.006245166,0.0003087866,0.00093289366,0.000066624336,0.0002472254,0.84653825],"genre_scores_gemma":[0.7779636,0.0027420835,0.002122316,0.000041236723,0.00063661684,8.9650325e-7,0.000027482189,0.000044959957,0.21642081],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97252893,0.017735519,0.00024658494,0.0008435636,0.0050505605,0.0035948425],"domain_scores_gemma":[0.99001294,0.004118448,0.00010439129,0.0007349102,0.0030179266,0.0020113855],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.035801012,0.00029421656,0.00042492294,0.0029273923,0.006913822,0.00022546701,0.0021300353,0.00058634335,0.0023062055],"category_scores_gemma":[0.0031295158,0.00036083045,0.00028355472,0.0072342986,0.0068730735,0.0024215674,0.0015813656,0.0033787282,0.0008622041],"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":[0.00021063472,0.000420809,0.018992769,0.00006378001,0.00013288074,0.000930166,0.04046129,0.000005008974,0.0004341633,0.9001466,0.035080764,0.0031211183],"study_design_scores_gemma":[0.0004554777,0.00009871005,0.0038332213,0.000042975626,0.000015013236,0.0000026062364,0.25933918,0.000015805863,0.000120891826,0.004485787,0.73125744,0.00033286397],"about_ca_topic_score_codex":0.015858155,"about_ca_topic_score_gemma":0.003776543,"teacher_disagreement_score":0.8956608,"about_ca_system_score_codex":0.0014726124,"about_ca_system_score_gemma":0.0019128831,"threshold_uncertainty_score":0.9999157},"labels":[],"label_agreement":null},{"id":"W290804562","doi":"10.46743/2160-3715/2004.1941","title":"Rethinking Validity in Qualitative Research from a Social Constructionist Perspective: From Is this Valid Research? To What Is this Research Valid for?","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto; Nova Southeastern University","keywords":"Reflexivity; Epistemology; Social constructionism; Qualitative research; Legitimation; Sociology; Strict constructionism; Narrative; Psychology; Social psychology; Social science; Politics","score_opus":0.8833936546315325,"score_gpt":0.7520580493654557,"score_spread":0.1313356052660768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W290804562","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":[0.36481273,0.0029256293,0.0047943783,0.49738455,0.0017453093,0.00798773,0.0016451736,0.000258844,0.11844566],"genre_scores_gemma":[0.88759094,0.001975878,0.05938625,0.0023489268,0.005723697,0.0033792378,0.00025286066,0.00034550775,0.038996723],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7243138,0.25083992,0.0022210919,0.0028667361,0.016017547,0.0037408841],"domain_scores_gemma":[0.7922133,0.1703579,0.0007352033,0.0019484705,0.033294022,0.0014510637],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.49907026,0.00056204404,0.0013205708,0.0015069748,0.009193234,0.0024113709,0.0023887572,0.0009503093,0.0014739493],"category_scores_gemma":[0.17257126,0.00048095878,0.0004911298,0.0070367637,0.018685699,0.0018050307,0.0012350937,0.0070327264,0.00061779126],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0007787973,0.00017386727,0.000069647445,0.000030655236,0.00019270109,0.00007965655,0.7129451,5.443399e-7,0.00026729226,0.21355037,0.0704573,0.0014540438],"study_design_scores_gemma":[0.00047960493,0.0003468554,0.00005134283,0.00017929223,0.000013042386,0.0000021127541,0.48319322,0.000013604773,0.00082656986,0.47137502,0.04322324,0.00029609812],"about_ca_topic_score_codex":0.33296528,"about_ca_topic_score_gemma":0.011970806,"teacher_disagreement_score":0.5227782,"about_ca_system_score_codex":0.006390093,"about_ca_system_score_gemma":0.00844395,"threshold_uncertainty_score":0.9997642},"labels":[],"label_agreement":null},{"id":"W2909315333","doi":"10.18778/1733-8077.8.1.05","title":"Reflexive Accounts: An Intersectional Approach to Exploring the Fluidity of Insider/Outsider Status and the Researcher’s Impact on Culturally Sensitive Post-Positivist Qualitative Research","year":2012,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Windsor; Ontario Tech University","funders":"","keywords":"Reflexivity; Insider; Sociology; Qualitative research; Positivism; Gender studies; Photovoice; Epistemology; Intersectionality; Anthropology; Philosophy","score_opus":0.7228493771662337,"score_gpt":0.6933209362589433,"score_spread":0.029528440907290343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909315333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.857749,0.028965456,0.0018105883,0.08632177,0.0003205016,0.005801281,0.0006017214,0.00006744684,0.018362265],"genre_scores_gemma":[0.9728212,0.019792633,0.0023426602,0.0034263537,0.0004079637,0.0008552531,0.0000676038,0.000035142155,0.00025120337],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.79416925,0.20152363,0.0007308838,0.00056303066,0.0016760614,0.0013371354],"domain_scores_gemma":[0.9168071,0.07686443,0.00036190113,0.00052725896,0.0048122206,0.0006271012],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.18950267,0.0003535626,0.0009977955,0.00021023428,0.0023367521,0.00009561964,0.00057023513,0.0002107365,0.000065203014],"category_scores_gemma":[0.0658164,0.00017961397,0.00032830134,0.0010576616,0.020291986,0.0009514255,0.00034534567,0.0024076109,0.000055306504],"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":[0.00047543517,0.00011476812,0.00003055636,0.00020412244,0.00022142904,4.600451e-7,0.6393619,7.6161706e-7,0.00010146437,0.3566133,0.0010107907,0.0018649735],"study_design_scores_gemma":[0.0004497149,0.00083629903,0.004747283,0.00063775934,0.00004169239,0.0000023759444,0.94265425,0.0000037489785,0.000040262206,0.047982473,0.002360722,0.00024343855],"about_ca_topic_score_codex":0.008869238,"about_ca_topic_score_gemma":0.00033970794,"teacher_disagreement_score":0.30863082,"about_ca_system_score_codex":0.0007641411,"about_ca_system_score_gemma":0.00082446006,"threshold_uncertainty_score":0.9998939},"labels":[],"label_agreement":null},{"id":"W2910274049","doi":"","title":"Testing a Cultural Humility Based Measurement Tool for Sexually and Gender Diverse Positive Spaces in Ontario Public Health Units","year":2019,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Qualitative Research Methods and Ethics","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":"Cultural humility; Humility; Public health; Psychology; Gender studies; Social psychology; Political science; Sociology; Medicine; Cultural competence; Nursing; Pedagogy","score_opus":0.2972920980050302,"score_gpt":0.38699181474216576,"score_spread":0.08969971673713556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910274049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8640537,0.00013633487,0.0013171869,0.10447626,0.00051898527,0.004559151,0.00043006538,0.00024602102,0.024262294],"genre_scores_gemma":[0.7633734,0.00033825263,0.054018818,0.000996079,0.00016998008,0.000023146036,0.0021126594,0.00010962959,0.17885804],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99390316,0.0034024105,0.00022967963,0.00066518004,0.0010216018,0.0007779578],"domain_scores_gemma":[0.99649304,0.0015925058,0.00032360927,0.00020135423,0.0010078739,0.00038159327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032217011,0.0003153749,0.0004960386,0.0004127639,0.001086373,0.00032788623,0.0003977705,0.0004006379,0.00009369434],"category_scores_gemma":[0.0022499454,0.0003384464,0.00009724086,0.000894858,0.00035752822,0.0017430339,0.00010954638,0.00090803485,0.0000036419503],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012678822,0.00046133864,0.21147175,0.0022871203,0.00039019767,0.000066567605,0.6943016,0.000027496788,0.000028536442,0.05951084,0.023441212,0.006745425],"study_design_scores_gemma":[0.0019565744,0.00062531384,0.36868462,0.0006043347,0.000068443274,5.5860426e-8,0.5332311,0.000029267087,0.00004686375,0.002278955,0.09142634,0.0010481658],"about_ca_topic_score_codex":0.5069439,"about_ca_topic_score_gemma":0.3827477,"teacher_disagreement_score":0.16107056,"about_ca_system_score_codex":0.0016786985,"about_ca_system_score_gemma":0.012925633,"threshold_uncertainty_score":0.9999068},"labels":[],"label_agreement":null},{"id":"W2911242878","doi":"10.3917/rsi.135.0038","title":"De la clinique à la recherche : l’auto-ethnographie comme outil d’analyse des transitions identitaires du chercheur en sciences infirmières","year":2019,"lang":"fr","type":"article","venue":"Recherche en soins infirmiers","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Université du Québec en Outaouais","funders":"","keywords":"Autoethnography; Reflexivity; Rigour; Context (archaeology); Sociology; Narrative; Qualitative research; Relevance (law); Epistemology; Psychology; Gender studies; Social science; Political science; Philosophy","score_opus":0.7392100331703022,"score_gpt":0.6319054760104336,"score_spread":0.10730455715986864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911242878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57777286,0.00782721,0.04025945,0.10478487,0.0009244278,0.0014037505,0.00015180816,0.00045911054,0.26641652],"genre_scores_gemma":[0.5190769,0.046677377,0.41813424,0.0018336743,0.000854562,0.00017376535,0.000021398519,0.00017202678,0.013056074],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7685447,0.22589901,0.0011233006,0.0010745733,0.0014442633,0.0019141923],"domain_scores_gemma":[0.83045155,0.16684565,0.00039851468,0.0007341372,0.0006430355,0.0009270994],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.2736504,0.0007347975,0.0010760855,0.0008535946,0.0017589,0.0009334167,0.0020309573,0.0057616597,0.0009058443],"category_scores_gemma":[0.08036197,0.0007378027,0.0010152874,0.0060966085,0.018449016,0.0015439353,0.00034355986,0.010881812,0.00035576962],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010208979,0.0006690108,0.029778717,0.00064250885,0.00069850526,0.000059123,0.42142305,0.0003937162,0.002159688,0.35852918,0.0016602956,0.18388411],"study_design_scores_gemma":[0.00091968523,0.00044898476,0.0065738023,0.000862296,0.00028881573,0.000037550177,0.21013889,0.002153796,0.00062931393,0.5897954,0.18712443,0.0010270015],"about_ca_topic_score_codex":0.025642648,"about_ca_topic_score_gemma":0.005325152,"teacher_disagreement_score":0.3778748,"about_ca_system_score_codex":0.0033638913,"about_ca_system_score_gemma":0.008835971,"threshold_uncertainty_score":0.9995407},"labels":[],"label_agreement":null},{"id":"W2911368960","doi":"10.1007/s40037-019-0499-0","title":"Why institutional ethnography? Why now? Institutional ethnography in health professions education","year":2019,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":73,"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":"Department for Employment and Learning, Northern Ireland","keywords":"Ethnography; Sociology; Critical ethnography; Health care; Space (punctuation); Health professions; Engineering ethics; Field (mathematics); Qualitative research; Public relations; Pedagogy; Epistemology; Social science; Political science; Computer science; Law; Anthropology","score_opus":0.11743411691914098,"score_gpt":0.5444902453610132,"score_spread":0.42705612844187224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911368960","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":[0.15312535,0.0049471124,0.010979098,0.7231834,0.0052777543,0.002395044,0.000022687162,0.00016596151,0.09990358],"genre_scores_gemma":[0.9432748,0.006148318,0.012787632,0.03378007,0.0015557898,0.0006466263,0.00015567533,0.000031238975,0.001619846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929639,0.0033977737,0.00045310365,0.0005714868,0.0020827474,0.00053097296],"domain_scores_gemma":[0.9972858,0.0009709096,0.00017514119,0.00026113357,0.00063333794,0.00067369564],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008323516,0.00018001432,0.00026029113,0.00094143767,0.0010936498,0.00007408266,0.00040647108,0.0003333601,0.0019630413],"category_scores_gemma":[0.0082971435,0.00016651556,0.00014063125,0.0020909538,0.0021254148,0.0005102875,0.000046020894,0.0014097124,0.00011440366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045388602,0.002321442,0.0060266415,0.00009903425,0.000017996721,4.3381672e-7,0.1601441,0.000012803944,0.000013757693,0.78734976,0.013081005,0.030887645],"study_design_scores_gemma":[0.00052711734,0.00020611797,0.028991872,0.0012510534,0.0000046128666,0.0000017324576,0.45057938,0.000094970135,0.000005883176,0.06629784,0.4517337,0.0003057411],"about_ca_topic_score_codex":0.0092816,"about_ca_topic_score_gemma":0.0046785213,"teacher_disagreement_score":0.79014945,"about_ca_system_score_codex":0.0009714889,"about_ca_system_score_gemma":0.02461729,"threshold_uncertainty_score":0.9989493},"labels":[],"label_agreement":null},{"id":"W2915239498","doi":"10.1163/9789087907358_006","title":"Stories that accompany and stories that intertwine","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Art; History","score_opus":0.43000954321281615,"score_gpt":0.5287389125847941,"score_spread":0.09872936937197796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915239498","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":[0.000066705215,0.0048690205,0.0007066824,0.013074274,0.00048042828,0.0002979113,0.000027241482,0.00012249924,0.98035526],"genre_scores_gemma":[0.0031150887,0.013209877,0.004595654,0.00049777917,0.00069119566,0.0000059890885,0.000010165215,0.000033559634,0.97784066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971422,0.000586772,0.00021585665,0.0004319831,0.0011559755,0.00046722987],"domain_scores_gemma":[0.99707425,0.0019396052,0.00015250091,0.00026087146,0.00028210715,0.0002906826],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004459235,0.0003165401,0.00054078427,0.00015642717,0.000709719,0.0003345502,0.00037831208,0.00054266414,0.0015655848],"category_scores_gemma":[0.00069934427,0.00025246822,0.00013597144,0.0000464116,0.00244416,0.00035806818,0.00016478004,0.00090708956,0.00004280819],"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":[0.000019724732,0.000006938379,0.00006173265,0.000037153965,0.00005145937,0.00000818271,0.036018588,1.5002476e-8,0.0000016318976,0.85759026,0.008027768,0.09817656],"study_design_scores_gemma":[0.00007684207,0.00006822642,0.00010081581,0.000108910346,0.000015442049,6.1230776e-7,0.013350868,5.152531e-7,0.00001275624,0.2511191,0.73489803,0.0002478608],"about_ca_topic_score_codex":0.0018770251,"about_ca_topic_score_gemma":0.0067079687,"teacher_disagreement_score":0.7268703,"about_ca_system_score_codex":0.00019679412,"about_ca_system_score_gemma":0.00035019437,"threshold_uncertainty_score":0.9999927},"labels":[],"label_agreement":null},{"id":"W2916325930","doi":"10.46743/2160-3715/2019.3406","title":"Adapting Descriptive Psychological Phenomenology to Include Dyadic Interviews: Practical Considerations for Data Analysis","year":2019,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"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":"Phenomenology (philosophy); Psychology; Qualitative research; Perspective (graphical); Social psychology; Interpretative phenomenological analysis; Data collection; Meaning (existential); Phenomenological method; Epistemology; Sociology; Psychotherapist; Computer science; Social science; Artificial intelligence","score_opus":0.8519492982135893,"score_gpt":0.7333266311834525,"score_spread":0.1186226670301368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916325930","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07497924,0.00021079331,0.72321886,0.16472127,0.0004197813,0.0026811543,0.00017958817,0.00009885799,0.03349047],"genre_scores_gemma":[0.71688074,0.00004932512,0.2775372,0.0018709302,0.00020254368,0.00024765127,0.00007885709,0.000018778523,0.0031139858],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9809436,0.016146578,0.00079859805,0.0007887438,0.00073123415,0.0005912143],"domain_scores_gemma":[0.9612643,0.03596261,0.0004498889,0.0011289851,0.00094937824,0.0002448051],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06809507,0.0001659447,0.00054954615,0.0001989073,0.0009224057,0.00014729645,0.00048271747,0.0001520304,0.0006678246],"category_scores_gemma":[0.08537684,0.00011434337,0.0001754509,0.0010535928,0.0013014702,0.0003719053,0.00041625914,0.00052908633,0.00013427541],"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":[0.000100105186,0.00011446328,0.00011334477,0.000013011779,0.0006705277,0.000029341778,0.44831184,0.000010809838,0.00018399562,0.5458331,0.0036745127,0.00094494486],"study_design_scores_gemma":[0.00023110323,0.0004996817,0.0003103981,0.00002156483,0.00024514899,0.000021214644,0.5692197,0.0004642262,0.000014428598,0.37645832,0.052270748,0.00024343819],"about_ca_topic_score_codex":0.001480235,"about_ca_topic_score_gemma":0.0023102479,"teacher_disagreement_score":0.6419015,"about_ca_system_score_codex":0.00019861365,"about_ca_system_score_gemma":0.00051700417,"threshold_uncertainty_score":0.9595922},"labels":[],"label_agreement":null},{"id":"W2921137064","doi":"10.1177/0844562119835130","title":"Healthcare Providers’ Experiences as Arts-Based Research Participants: “I Created My Story About Disability and Difference, Now What?”","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Toronto Metropolitan University; Trent University; University of Guelph; Laurentian University","funders":"","keywords":"Health care; Inclusion (mineral); Narrative; Disability studies; Qualitative research; Ambivalence; Narrative inquiry; The arts; Psychology; Sociology; Social psychology; Visual arts; Gender studies; Social science; Political science","score_opus":0.6495222457401635,"score_gpt":0.643648907319898,"score_spread":0.005873338420265495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921137064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88145125,0.0052742823,0.000022566677,0.10888484,0.00048635126,0.0006491636,0.000004939023,0.000008337989,0.003218257],"genre_scores_gemma":[0.9969733,0.00061864493,0.000374041,0.00013892713,0.00027467127,0.000035397305,0.0000014751859,0.000020821719,0.0015627173],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9762205,0.017550403,0.00048231258,0.0004522122,0.0030903202,0.002204256],"domain_scores_gemma":[0.9840602,0.008352148,0.00013479669,0.00038215605,0.0037384063,0.00333229],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06098545,0.00015521253,0.00041471733,0.000796895,0.002953806,0.00138458,0.00078625843,0.00027857846,0.00040233624],"category_scores_gemma":[0.017565373,0.00013425607,0.00009563479,0.0014901893,0.014600797,0.00089633215,0.000031643725,0.0031015428,0.000027227405],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034953703,0.0002196594,0.0715048,0.00021399737,0.00003206476,0.00013558406,0.7292008,0.000005914405,0.00036216606,0.022713514,0.0037075118,0.17155445],"study_design_scores_gemma":[0.00049865234,0.0013954238,0.03169501,0.0032289883,0.000005655492,0.0000063194007,0.91141254,0.00008448179,0.00016718205,0.034846548,0.01644973,0.00020946127],"about_ca_topic_score_codex":0.029846644,"about_ca_topic_score_gemma":0.065520756,"teacher_disagreement_score":0.18221174,"about_ca_system_score_codex":0.0027453192,"about_ca_system_score_gemma":0.018256351,"threshold_uncertainty_score":0.9996521},"labels":[],"label_agreement":null},{"id":"W2922537921","doi":"10.1177/1077800419838567","title":"Lugones’s Metaphor of “World Travelling” in Narrative Inquiry","year":2019,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":19,"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":"Metaphor; Narrative; Sociology; Meaning (existential); Openness to experience; Narrative inquiry; Aesthetics; Meaning-making; Narrative network; Narrative criticism; Epistemology; Media studies; Psychology; Social psychology; Literature; Linguistics; Art","score_opus":0.37716395388329904,"score_gpt":0.5963540390828828,"score_spread":0.21919008519958372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922537921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955485,0.0007010826,0.0039637885,0.0043261535,0.0010935854,0.0009552952,0.000019843992,0.00004796242,0.03340731],"genre_scores_gemma":[0.97933644,0.00021828093,0.012644455,0.00028591382,0.00028406538,0.00006306736,0.00001076508,0.000032374366,0.007124664],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9791232,0.017495506,0.0008774428,0.00053332036,0.0012508869,0.0007196535],"domain_scores_gemma":[0.9875546,0.010910396,0.0003633678,0.00032854237,0.00063140877,0.0002116682],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.029069122,0.00024336186,0.0007379747,0.00066939794,0.00022634253,0.00004257075,0.0004964454,0.00021474056,0.0011982331],"category_scores_gemma":[0.004666293,0.00022683274,0.0002085266,0.0019947684,0.0038262939,0.00053096906,0.00008017457,0.0007469822,0.00017666297],"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":[0.00009187578,0.00010057494,0.0007302028,0.000079970414,0.000049097776,0.0000031736192,0.69671965,0.00001528142,0.0009283889,0.29989377,0.00038144816,0.0010065677],"study_design_scores_gemma":[0.00055897847,0.0002077254,0.0012281205,0.00015865258,0.00000773495,1.3360551e-7,0.88157666,0.000026593772,0.0012920479,0.10489315,0.009777166,0.0002730688],"about_ca_topic_score_codex":0.002705087,"about_ca_topic_score_gemma":0.0030092506,"teacher_disagreement_score":0.19500062,"about_ca_system_score_codex":0.00023527564,"about_ca_system_score_gemma":0.0006466184,"threshold_uncertainty_score":0.9997777},"labels":[],"label_agreement":null},{"id":"W2924174769","doi":"10.1177/1609406919835356","title":"When Madness Meets Madness: Insider Reflections on Doing Mental Health Research","year":2019,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":17,"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":"Insider; Embarrassment; Mental health; Empathy; Qualitative research; Psychology; Mental illness; Situated; Narrative; Identity (music); Critical reflection; Reflexivity; Social psychology; Psychotherapist; Sociology; Epistemology; Aesthetics; Pedagogy; Social science","score_opus":0.9149356226905052,"score_gpt":0.803083709506533,"score_spread":0.11185191318397225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924174769","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032788537,0.0016425664,0.3189698,0.4986004,0.010351411,0.0011571975,0.00010737559,0.00006037416,0.13632236],"genre_scores_gemma":[0.08527169,0.0010723289,0.9030055,0.0024087955,0.0011882922,0.000020634128,0.000008160675,0.000044972036,0.006979676],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9032296,0.0905674,0.0010713104,0.0003500612,0.0041217296,0.00065988355],"domain_scores_gemma":[0.9720878,0.022104854,0.00072721194,0.00019700367,0.0044871382,0.00039600578],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.18105826,0.00017836277,0.00049435557,0.0011089396,0.000795861,0.00028137243,0.0010021122,0.00014976802,0.00090644154],"category_scores_gemma":[0.015822401,0.00015155315,0.0002644806,0.0006721605,0.001163353,0.0007178837,0.00016137592,0.0016972948,0.000098717275],"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":[0.00030301575,0.00018029344,0.000047016347,0.000022329994,0.00025472356,0.000009892721,0.53372353,0.000017068718,0.002070325,0.40811396,0.0049825152,0.050275363],"study_design_scores_gemma":[0.0006457195,0.00060166337,0.00013450775,0.00035537794,0.0000038182934,0.000010229797,0.3279466,0.000016518976,0.0006095005,0.21820974,0.45132282,0.00014350936],"about_ca_topic_score_codex":0.001343352,"about_ca_topic_score_gemma":0.00030209954,"teacher_disagreement_score":0.5840357,"about_ca_system_score_codex":0.0015149787,"about_ca_system_score_gemma":0.0018133207,"threshold_uncertainty_score":0.99248993},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","sts"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2927066237","doi":"10.1080/09540253.2019.1596392","title":"Decolonizing gender and education research: unsettling and recasting feminist knowledges, power and research practices","year":2019,"lang":"en","type":"article","venue":"Gender and Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":19,"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":"Gender studies; Sociology; Power (physics); Feminism; Educational research; Power structure; Ethnography; Pedagogy; Anthropology","score_opus":0.6317268186900915,"score_gpt":0.6427383262573836,"score_spread":0.011011507567292078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2927066237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87952715,0.015825745,0.00003907226,0.004110499,0.00043578,0.00057948835,0.0000030010085,0.000018015926,0.09946124],"genre_scores_gemma":[0.9857023,0.004559771,0.0059854803,0.00012813839,0.00037795503,0.000053965414,0.0000069993043,0.000017254559,0.0031681529],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9940432,0.004021407,0.00020517866,0.0005180513,0.0006555959,0.00055658637],"domain_scores_gemma":[0.99326897,0.0051812897,0.00011811678,0.00016657845,0.0009302814,0.00033478407],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02775179,0.00010596912,0.00014204551,0.00035497083,0.0019617688,0.00069999654,0.000108001346,0.00017474312,0.000056683235],"category_scores_gemma":[0.009792195,0.00010357838,0.000013171344,0.00053020805,0.0009868375,0.00052835135,0.00016138665,0.0007733205,0.000013724783],"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":[0.00006292981,0.00022156477,0.09201202,0.0007014866,0.00003882533,7.3620737e-7,0.56300217,2.2095108e-7,0.0015832714,0.12555075,0.005861907,0.21096411],"study_design_scores_gemma":[0.00018022438,0.000121680736,0.06980374,0.00015388758,0.000012225217,0.000012575656,0.73368555,0.0000661673,0.000062338135,0.104630396,0.09106095,0.00021023543],"about_ca_topic_score_codex":0.0010842321,"about_ca_topic_score_gemma":0.00015097982,"teacher_disagreement_score":0.21075387,"about_ca_system_score_codex":0.00012921743,"about_ca_system_score_gemma":0.0022113083,"threshold_uncertainty_score":0.99933755},"labels":[],"label_agreement":null},{"id":"W2928385100","doi":"","title":"Remembering care: Leaders’ stories of care in higher education","year":2018,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Narrative; Higher education; Pedagogy; Sociology; Commission; Public relations; Care work; Work (physics); Lived experience; Political science; Psychology; Law","score_opus":0.28465375154498096,"score_gpt":0.4966625191655766,"score_spread":0.21200876762059562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928385100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95923644,0.0016214844,0.00002433838,0.01786012,0.0027357321,0.002058698,0.000046936308,0.000004734634,0.016411541],"genre_scores_gemma":[0.99639094,0.00004669136,0.0006924942,0.00006924261,0.00019559031,0.000055089684,0.0000035446678,0.0000060120537,0.0025404042],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988284,0.00035159415,0.00019797006,0.00011938512,0.00031354016,0.00018907074],"domain_scores_gemma":[0.99757266,0.00037180693,0.00017945118,0.00026050428,0.0015513427,0.000064262524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014864035,0.000064094274,0.000138731,0.000043975888,0.0005546584,0.000021786349,0.00045438373,0.00008052944,0.00005401257],"category_scores_gemma":[0.0005640654,0.00004757608,0.00010821601,0.00034247164,0.0012966205,0.00009253275,0.000025468858,0.00013206762,5.011959e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000088210645,0.00006533723,0.0051987004,0.00011519462,0.00003313861,1.7651904e-9,0.9318036,0.0000022738018,0.00008908161,0.046899937,0.0027046718,0.013079231],"study_design_scores_gemma":[0.00010956599,0.0001407062,0.027980812,0.00009182129,0.00002636802,1.2616899e-8,0.94862837,0.0000025581444,0.00019110936,0.0024579617,0.020316359,0.000054332435],"about_ca_topic_score_codex":0.5790127,"about_ca_topic_score_gemma":0.8581609,"teacher_disagreement_score":0.27914825,"about_ca_system_score_codex":0.00047980086,"about_ca_system_score_gemma":0.0077073,"threshold_uncertainty_score":0.99791807},"labels":[],"label_agreement":null},{"id":"W2937079765","doi":"10.1177/1474474019842888","title":"Queer Walking Tours and the affective contours of place","year":2019,"lang":"en","type":"article","venue":"Cultural Geographies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Queer; Indigenous; Sociology; Queer theory; Gender studies; Aesthetics; Visual arts; Art","score_opus":0.05038295619664015,"score_gpt":0.4283176519772006,"score_spread":0.3779346957805605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937079765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693239,0.0024210948,0.000023735707,0.00611765,0.00013652998,0.00038019856,0.000004118944,0.000020438412,0.021572342],"genre_scores_gemma":[0.99596405,0.001663057,0.00044813842,0.00007464745,0.00005573574,0.000011429719,6.773636e-7,0.000003327108,0.0017789417],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.997455,0.0017552053,0.00010038346,0.00012443027,0.0003476606,0.00021733735],"domain_scores_gemma":[0.9970621,0.0024796915,0.000071508155,0.000082261846,0.000249866,0.000054555883],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0042517884,0.000070519665,0.00017963759,0.000056769397,0.00033051247,0.00007225448,0.00014738798,0.00006552793,0.00005163321],"category_scores_gemma":[0.0013340941,0.00003713612,0.00009468269,0.00038449664,0.0037092345,0.00019030087,0.00004632706,0.00019457567,0.0000042843362],"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":[0.0001236128,0.000010050811,0.02070274,0.000042543183,0.00008879482,4.8841e-7,0.27030045,0.0000020032826,0.00039051,0.7005243,0.00073185953,0.007082655],"study_design_scores_gemma":[0.0016669632,0.00013783101,0.068899594,0.00014203688,0.000037329602,9.3885507e-7,0.7903464,0.000021345204,0.00037870015,0.11329074,0.02482868,0.00024947812],"about_ca_topic_score_codex":0.0065261545,"about_ca_topic_score_gemma":0.0017173926,"teacher_disagreement_score":0.58723354,"about_ca_system_score_codex":0.000009634063,"about_ca_system_score_gemma":0.000028298215,"threshold_uncertainty_score":0.9990021},"labels":[],"label_agreement":null},{"id":"W2939762096","doi":"10.1080/09638288.2019.1602850","title":"Two approaches to longitudinal qualitative analyses in rehabilitation and disability research","year":2019,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Disability Prevention and Rehabilitation; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Qualitative research; Rehabilitation; Longitudinal study; Psychology; Interview; Flexibility (engineering); Grounded theory; Qualitative property; Applied psychology; Medicine; Computer science; Sociology","score_opus":0.65197221741193,"score_gpt":0.6305818768030089,"score_spread":0.021390340608921088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939762096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9286539,0.00019527975,0.00019224375,0.06578761,0.00008106896,0.0021529489,0.00002093724,0.000039490296,0.0028765406],"genre_scores_gemma":[0.9730471,0.00003593523,0.026404724,0.000033574146,0.00007136245,0.00026940522,0.0000111944955,0.00001528347,0.00011145742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9737068,0.022461466,0.0007056859,0.0011541449,0.001252638,0.000719286],"domain_scores_gemma":[0.9433878,0.055217028,0.00008366362,0.0005005195,0.00043174461,0.0003792222],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.053271335,0.00021800614,0.00050276995,0.00024569593,0.0006480661,0.0001860967,0.00021372802,0.0002139568,0.0000890941],"category_scores_gemma":[0.039463256,0.00019730526,0.0001146963,0.0017174317,0.012240962,0.00080779305,0.00018092369,0.00070469186,0.00002820537],"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":[0.00023612329,0.00040947756,0.40523094,0.00041906492,0.000012269777,1.6913704e-7,0.35516468,0.000050931045,0.00015301976,0.22886926,0.00002356507,0.00943052],"study_design_scores_gemma":[0.0003805697,0.0005718458,0.4347094,0.00007773144,0.000004957104,1.2033114e-7,0.36452368,0.00016126438,0.0000071818354,0.19897383,0.00042361833,0.00016580119],"about_ca_topic_score_codex":0.014881299,"about_ca_topic_score_gemma":0.02083744,"teacher_disagreement_score":0.06575403,"about_ca_system_score_codex":0.0006945103,"about_ca_system_score_gemma":0.0001764622,"threshold_uncertainty_score":0.9970297},"labels":[],"label_agreement":null},{"id":"W2939957763","doi":"10.55016/ojs/ajer.v65i1.67947","title":"Editorial Note—The Persistent Issue of Criteria: An Editor’s Reflection","year":2019,"lang":"en","type":"editorial","venue":"Alberta Journal of Educational Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Alberta","funders":"","keywords":"Psychology; Reflection (computer programming); Mathematics education; Computer science","score_opus":0.21571754186574563,"score_gpt":0.6184410788179276,"score_spread":0.402723536952182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939957763","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":[0.00017107133,0.00058669614,0.0000064397727,0.03960658,0.9385384,0.0003485397,0.000040489693,6.737206e-7,0.02070114],"genre_scores_gemma":[0.00018469924,0.0017283224,0.00039070618,0.000021108668,0.93814987,0.000020840105,0.00005108487,0.000037434467,0.05941596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97601676,0.012641117,0.0009855555,0.0003742673,0.009226289,0.00075599476],"domain_scores_gemma":[0.8028052,0.18033516,0.00076946494,0.0004460853,0.015203388,0.00044073528],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.044007774,0.00022135237,0.0005670134,0.000650658,0.0011462059,0.00036976815,0.0019378978,0.0012389191,0.00654005],"category_scores_gemma":[0.29114708,0.00016504941,0.0004412315,0.00086758763,0.002240907,0.00068314094,0.00015500867,0.0050030635,0.00021481271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035852462,0.00030447228,0.0000173191,0.00014001912,0.0001385162,1.5282949e-7,0.0212006,0.000004303324,0.00014769875,0.0033978245,0.9740144,0.0002761672],"study_design_scores_gemma":[0.0002793639,0.0010585578,0.000010376139,0.00023837347,0.000055094937,9.956901e-7,0.009226266,0.0000042847378,0.000016115118,0.003241007,0.9857174,0.00015213943],"about_ca_topic_score_codex":0.022107322,"about_ca_topic_score_gemma":0.0057793767,"teacher_disagreement_score":0.24713932,"about_ca_system_score_codex":0.0012821379,"about_ca_system_score_gemma":0.02710753,"threshold_uncertainty_score":0.99729246},"labels":[],"label_agreement":null},{"id":"W2944091551","doi":"10.1177/1609406919843022","title":"Methodological Challenges Faced in Doing Research With Vulnerable Women: Reflections From Fieldwork Experiences","year":2019,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Northern British Columbia; University of Alberta","funders":"","keywords":"Confidentiality; Field (mathematics); Engineering ethics; Qualitative research; Process (computing); Sociology; Public relations; Psychology; Political science; Social science; Engineering; Computer science","score_opus":0.9560315638506415,"score_gpt":0.7888874485456285,"score_spread":0.16714411530501294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944091551","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5524437,0.0025956808,0.36416408,0.031925555,0.001622769,0.00035724117,0.000007958205,0.000021830372,0.04686121],"genre_scores_gemma":[0.26505962,0.0013647486,0.73210305,0.0001626813,0.00037813565,0.000060386166,7.9209656e-7,0.000011501141,0.0008590954],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.87361586,0.12264635,0.00069408043,0.00032913193,0.002169951,0.0005446247],"domain_scores_gemma":[0.9166672,0.08047761,0.00037100204,0.00014475863,0.0021353757,0.00020401798],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1892673,0.0001417623,0.00051018596,0.00064751745,0.00032222588,0.00016371933,0.00088001497,0.00018789634,0.0012517078],"category_scores_gemma":[0.02954177,0.00010279542,0.000113092006,0.00072023814,0.0011135272,0.0005975072,0.00010877024,0.0019053344,0.0000149302],"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":[0.00052078493,0.00010520245,0.00013640372,0.000008466789,0.00015285566,0.000027423712,0.86938184,0.00006550975,0.0020357638,0.0800576,0.00004056513,0.047467586],"study_design_scores_gemma":[0.0004627453,0.0004967098,0.00024941927,0.00015591666,0.0000023268033,0.0000029209145,0.7685533,0.000015120346,0.0010282036,0.1886264,0.040291794,0.000115111114],"about_ca_topic_score_codex":0.0013013796,"about_ca_topic_score_gemma":0.00058374135,"teacher_disagreement_score":0.36793894,"about_ca_system_score_codex":0.0005988934,"about_ca_system_score_gemma":0.0006288311,"threshold_uncertainty_score":0.99966127},"labels":[],"label_agreement":null},{"id":"W2944939798","doi":"10.3167/aia.2019.260102","title":"‘I’m Not that Kind of Doctor’","year":2019,"lang":"en","type":"article","venue":"Anthropology in Action","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"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":"Institute of Circulatory and Respiratory Health; European Commission","keywords":"Reflexivity; Transformative learning; Status quo; Ethnography; Sociology; Power (physics); Psychological intervention; Gender studies; Reproductive health; Discipline; Intervention (counseling); Global health; Latin Americans; Psychology; Social science; Political science; Anthropology; Pedagogy; Health care; Law","score_opus":0.3764388885450579,"score_gpt":0.6092944138092204,"score_spread":0.23285552526416253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944939798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95751417,0.000035306708,0.00052038615,0.01130134,0.000862393,0.00013137929,0.000002010189,0.000011482908,0.029621534],"genre_scores_gemma":[0.9968754,0.0008404587,0.00058495294,0.00008354075,0.000053691707,0.0000027779754,9.826557e-7,0.0000030532628,0.0015551649],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99805856,0.0013223706,0.00010476666,0.00011142088,0.00021458542,0.00018832517],"domain_scores_gemma":[0.99892455,0.00084279256,0.00005961813,0.00008529791,0.000058827034,0.000028917733],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026419917,0.0000369965,0.000118142125,0.00009253259,0.00012040394,0.000006131067,0.00008728086,0.00014973746,0.0021746154],"category_scores_gemma":[0.00040512902,0.000034390807,0.00002872861,0.00017173005,0.0015368413,0.0001413871,0.000017341747,0.00019963966,0.00008781747],"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":[0.00010944008,0.00013832629,0.14000641,0.000057288133,0.000023439201,0.0000036398396,0.047317397,0.0000044874328,0.020501183,0.7572491,0.0004567101,0.034132537],"study_design_scores_gemma":[0.0015109143,0.00075239496,0.19631605,0.00010005324,0.0000141664395,0.0000026984712,0.32426253,0.00008304674,0.083359,0.10999133,0.2831997,0.00040811748],"about_ca_topic_score_codex":0.014806609,"about_ca_topic_score_gemma":0.0052975984,"teacher_disagreement_score":0.6472578,"about_ca_system_score_codex":0.00006712117,"about_ca_system_score_gemma":0.00011022149,"threshold_uncertainty_score":0.9987375},"labels":[],"label_agreement":null},{"id":"W2946003549","doi":"10.5539/ibr.v12n6p1","title":"Seven Snags of Research Ethics on the Qualitative Research Voyage","year":2019,"lang":"en","type":"article","venue":"International Business Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reflexivity; Engineering ethics; Qualitative research; Research ethics; Confidentiality; Competence (human resources); Informed consent; Sociology; Dialectic; Psychology; Political science; Epistemology; Social psychology; Law; Social science; Medicine","score_opus":0.8045739085860465,"score_gpt":0.7527494695419922,"score_spread":0.051824439044054316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946003549","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":[0.20990321,0.00017643785,0.0002623576,0.34109885,0.00066894136,0.0016551712,0.000078501085,0.000037294376,0.44611922],"genre_scores_gemma":[0.94330204,0.0011742037,0.00074915716,0.00018971748,0.00070660753,0.00022057348,0.000017588061,0.000042862048,0.053597238],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.882541,0.092412554,0.0006637563,0.0008337195,0.021716952,0.001832039],"domain_scores_gemma":[0.8005688,0.16426916,0.00010965494,0.0008025442,0.034001008,0.00024882387],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.35845003,0.00016718963,0.00031665398,0.0019711894,0.0025329583,0.0005134864,0.0033894146,0.00048898853,0.0035152377],"category_scores_gemma":[0.19103605,0.000121429206,0.00012277756,0.0069382307,0.01103291,0.00043936985,0.0010947642,0.008909163,0.0021011096],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004069562,0.00023155514,0.00044939035,0.00011902921,0.000071261056,0.00001222502,0.1849086,0.000018370907,0.0014333272,0.7999046,0.011348341,0.0010963801],"study_design_scores_gemma":[0.0003599544,0.00031600057,0.0035569759,0.0005766936,0.0000013149951,7.066674e-7,0.31276613,0.000084280895,0.0010647095,0.40375835,0.27734357,0.000171313],"about_ca_topic_score_codex":0.01868225,"about_ca_topic_score_gemma":0.0014616301,"teacher_disagreement_score":0.73339885,"about_ca_system_score_codex":0.00091195357,"about_ca_system_score_gemma":0.0042371145,"threshold_uncertainty_score":0.9987656},"labels":[],"label_agreement":null},{"id":"W2946452730","doi":"10.7202/1059849ar","title":"Older Women’s Situated Identities: Positioning Analysis Applied to Stories about Everyday Experiences Dealing With Physical Functional Changes","year":2019,"lang":"en","type":"article","venue":"Narrative Works","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Brock University","funders":"","keywords":"Situated; Everyday life; Sociology; Qualitative analysis; Gender studies; Psychology; Qualitative research; Aesthetics; Social psychology; Epistemology; Computer science; Social science; Art; Artificial intelligence","score_opus":0.045663830409871785,"score_gpt":0.41705681045256116,"score_spread":0.3713929800426894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946452730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95721406,0.00007584923,0.033767764,0.0015447978,0.0001603236,0.00036874553,0.0000048734273,0.00006369606,0.0067998986],"genre_scores_gemma":[0.99464524,0.000013952756,0.001410438,0.00027066437,0.00028132767,0.00040899057,0.000012393871,0.000012142112,0.002944858],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971158,0.0007406389,0.0001483259,0.00040394612,0.001086976,0.00050432706],"domain_scores_gemma":[0.9980435,0.0010147556,0.0001049045,0.00014004963,0.00047417663,0.00022262253],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021912837,0.00016206318,0.0003476818,0.00025120008,0.0011840418,0.00031433578,0.0001815239,0.00010669572,0.0015909781],"category_scores_gemma":[0.00019439745,0.00013248362,0.000070813374,0.0016911218,0.00065708224,0.00034149282,0.000045861332,0.00035142346,0.000037925827],"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":[0.00012400362,0.000034631103,0.0006674315,0.000008431373,0.00029355643,0.0000013848132,0.96552426,0.0015970174,0.0003703662,0.030201845,0.00008841198,0.0010886441],"study_design_scores_gemma":[0.00020352761,0.00017162514,0.0016512387,0.00006763503,0.00003132321,1.4044532e-7,0.9954158,0.00011795968,0.00027392077,0.0014024795,0.00043862752,0.000225745],"about_ca_topic_score_codex":0.00031468368,"about_ca_topic_score_gemma":0.001122157,"teacher_disagreement_score":0.03743118,"about_ca_system_score_codex":0.0003417127,"about_ca_system_score_gemma":0.00018867459,"threshold_uncertainty_score":0.9993217},"labels":[],"label_agreement":null},{"id":"W2947959897","doi":"10.1080/0966369x.2019.1615413","title":"A cautionary tale: Trauma, ethics and mentorship in research in the USA","year":2019,"lang":"en","type":"article","venue":"Gender Place & Culture","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":5,"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":"San Diego State University; University of Toronto; University of Southern California","keywords":"Mentorship; Transgender; Insider; Vulnerability (computing); Medical education; Psychology; Sociology; Pedagogy; Medicine; Psychoanalysis; Political science; Law","score_opus":0.6422871466094071,"score_gpt":0.6101238644608409,"score_spread":0.03216328214856623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947959897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8563948,0.0019937698,0.000031583677,0.045320336,0.00013463039,0.00093303784,0.000014317501,0.000013486397,0.09516404],"genre_scores_gemma":[0.9914662,0.0008628853,0.000683582,0.00062808313,0.00013734333,0.000042544136,0.000005562661,0.000006221957,0.0061675687],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98003525,0.017497834,0.0001549604,0.0002971586,0.0014538494,0.00056097703],"domain_scores_gemma":[0.99523115,0.0043197833,0.000025569398,0.00016416007,0.00016443437,0.00009488583],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.054874506,0.00008602803,0.00012461214,0.00011595234,0.0005589754,0.00013208509,0.00034130915,0.00039182964,0.00015190827],"category_scores_gemma":[0.002394153,0.000057537858,0.000028884357,0.0008899274,0.0007674441,0.00019278818,0.00006792372,0.003275552,0.00005735111],"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":[0.00003023368,0.00005388352,0.023110338,0.000071838665,0.0000056799317,0.000013907518,0.80917597,0.000008142514,0.00015721544,0.16402504,0.0026936608,0.0006541146],"study_design_scores_gemma":[0.00044916503,0.000076934404,0.072760515,0.00006570977,0.0000021791273,0.0000028875334,0.6543691,0.000037049922,0.000016019694,0.077739544,0.19432515,0.00015573259],"about_ca_topic_score_codex":0.005194902,"about_ca_topic_score_gemma":0.025894519,"teacher_disagreement_score":0.1916315,"about_ca_system_score_codex":0.00016658516,"about_ca_system_score_gemma":0.00044683143,"threshold_uncertainty_score":0.9990239},"labels":[],"label_agreement":null},{"id":"W2949231947","doi":"10.1075/ni.18031.abk","title":"Exploring the boundary between narrative research and narrative intervention","year":2020,"lang":"en","type":"article","venue":"Narrative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":21,"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","keywords":"Narrative; Narrative inquiry; Narrative criticism; Transformative learning; Narrative network; Thematic analysis; Psychology; Narrative history; Storytelling; Psychological intervention; Sociology; Qualitative research; Intervention (counseling); Pedagogy; Social science; Literature; Art","score_opus":0.8286550726678681,"score_gpt":0.6157933608113141,"score_spread":0.212861711856554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949231947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88289785,0.00060739846,0.0026377577,0.10826165,0.00037639448,0.000869903,0.000011273005,0.00008367793,0.004254112],"genre_scores_gemma":[0.99544847,0.00038908276,0.00083894655,0.00036212298,0.0019451396,0.00024462733,0.00000993169,0.000026145426,0.0007355363],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9824015,0.01423004,0.00043978606,0.0006048435,0.0015740574,0.00074979203],"domain_scores_gemma":[0.99194056,0.005978166,0.00014974234,0.00021423266,0.0012610402,0.00045625065],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.017391663,0.00021708127,0.00036587546,0.00015614965,0.0061396305,0.00047463563,0.0005545745,0.00015112244,0.00028259953],"category_scores_gemma":[0.010334196,0.00016137157,0.000114902534,0.0014578877,0.009482092,0.0013287482,0.00034559183,0.0019417846,0.000042677653],"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":[0.00009425785,0.000031373715,0.0005940319,0.000034219167,0.000084206265,0.0000069254165,0.9538933,8.6824775e-7,0.0002072545,0.027463913,0.0031421431,0.01444752],"study_design_scores_gemma":[0.00031860505,0.0006935131,0.0027301821,0.000096092415,0.000006132907,3.297073e-7,0.9239406,0.000013976693,0.00041246423,0.033988606,0.03761995,0.00017954782],"about_ca_topic_score_codex":0.00089794636,"about_ca_topic_score_gemma":0.0007041216,"teacher_disagreement_score":0.11255064,"about_ca_system_score_codex":0.00023752218,"about_ca_system_score_gemma":0.0004901834,"threshold_uncertainty_score":0.9980022},"labels":[],"label_agreement":null},{"id":"W2949260630","doi":"10.4324/9781315171647-3","title":"Applying Indigenous Analytical Approaches to Sexual Health Research","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","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":"Indigenous; Reproductive health; Psychology; Medicine; Biology; Environmental health","score_opus":0.9178675069892733,"score_gpt":0.6361358924439396,"score_spread":0.2817316145453337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949260630","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":[0.00004011751,0.0003084998,0.005960411,0.017768579,0.00011062326,0.002361242,0.000031199266,0.00008564166,0.97333366],"genre_scores_gemma":[0.00018416288,0.0002797922,0.021483788,0.00087477244,0.0016936441,0.00015994161,0.000017142003,0.00006357352,0.9752432],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98987085,0.0036500967,0.00049138156,0.00082702574,0.0035783406,0.0015822961],"domain_scores_gemma":[0.9937097,0.003772384,0.00009992803,0.00047945237,0.0006670941,0.0012714601],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.063451864,0.0002528084,0.00057528674,0.00066973723,0.0023815494,0.00031594044,0.0008080909,0.00068876526,0.0031151571],"category_scores_gemma":[0.0027985277,0.00022271708,0.000107587286,0.0003327473,0.003358184,0.000092181835,0.00040343596,0.0021756655,0.0019724283],"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":[0.0000159469,0.000020890826,0.000004850013,0.000078157376,0.00004778927,0.0000053924336,0.08082171,2.4253157e-7,3.4265616e-7,0.7921555,0.024377,0.10247219],"study_design_scores_gemma":[0.00004270379,0.00041293554,0.0000036358974,0.000064325795,0.000003657618,3.9244034e-7,0.025598807,0.000011539274,7.9018645e-7,0.21417622,0.75946945,0.00021555011],"about_ca_topic_score_codex":0.006065776,"about_ca_topic_score_gemma":0.010163291,"teacher_disagreement_score":0.73509246,"about_ca_system_score_codex":0.0009257792,"about_ca_system_score_gemma":0.0044754245,"threshold_uncertainty_score":0.9993541},"labels":[],"label_agreement":null},{"id":"W2949728580","doi":"10.1007/s11133-019-09428-w","title":"Body Talk and Boundary Work Among Arab Canadian Immigrant Women","year":2019,"lang":"en","type":"article","venue":"Qualitative Sociology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"Institute of Nutrition, Metabolism and Diabetes; University of Alberta","keywords":"Framing (construction); Immigration; Dignity; Sociology; Gender studies; Boundary-work; The Symbolic; Social psychology; Political science; Psychology; Law; Social science; Geography","score_opus":0.08914971887419812,"score_gpt":0.48746039194800483,"score_spread":0.39831067307380674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949728580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9636052,0.0007627636,0.00029000445,0.011757566,0.0003005638,0.00041815365,0.0000428329,0.000038505186,0.022784393],"genre_scores_gemma":[0.99057305,0.00022584543,0.0014632717,0.0010686376,0.00013442723,0.00007682605,0.000013684361,0.000018964492,0.006425296],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98403454,0.013803707,0.0002831207,0.00041614944,0.00035533865,0.0011071494],"domain_scores_gemma":[0.9922133,0.0066121523,0.00011518312,0.00017547284,0.0002545348,0.000629356],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018542659,0.00016864811,0.0004118264,0.00017511337,0.000955723,0.00007468218,0.00025198038,0.00038928608,0.0011540037],"category_scores_gemma":[0.0033517785,0.00015709143,0.00007802033,0.00030736098,0.0075291726,0.00022107235,0.000053210984,0.00072385895,0.00023248458],"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":[0.000027677705,0.000012141177,0.0059363944,0.000020282154,0.0000689838,0.000009107917,0.80411994,2.2716138e-7,0.00007247881,0.1880985,0.00050328055,0.0011309773],"study_design_scores_gemma":[0.0002568052,0.00017512309,0.02272729,0.000018723074,0.0000038033538,4.080955e-7,0.66356516,0.0000026100229,0.0000036856693,0.24506643,0.06797287,0.00020711143],"about_ca_topic_score_codex":0.19751665,"about_ca_topic_score_gemma":0.09133767,"teacher_disagreement_score":0.1405548,"about_ca_system_score_codex":0.00058327784,"about_ca_system_score_gemma":0.0011841364,"threshold_uncertainty_score":0.9997591},"labels":[],"label_agreement":null},{"id":"W2950657069","doi":"10.1177/2158244019857860","title":"Some Complexities of Seeking Access for Ethnographic Research in Health-Care Institutions","year":2019,"lang":"en","type":"article","venue":"SAGE Open","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Gatekeeping; Public relations; Negotiation; Health care; Scholarship; Bureaucracy; Ethnography; Sociology; Participant observation; Political science; Social science; Law","score_opus":0.8000614531501108,"score_gpt":0.7141548220460173,"score_spread":0.08590663110409347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950657069","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":[0.27674997,0.015902022,0.00737176,0.15501289,0.0012845567,0.021073343,0.00057482766,0.00009328123,0.5219374],"genre_scores_gemma":[0.98921233,0.00083951437,0.008165155,0.00027979503,0.00011021288,0.00018628658,0.000014225792,0.000010008735,0.0011824886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9948094,0.0036558476,0.0002658371,0.00020338723,0.0005792198,0.00048633173],"domain_scores_gemma":[0.99677026,0.0025354978,0.000074316005,0.00019012338,0.00033440886,0.00009539968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023218375,0.000053015705,0.00022725566,0.0003206566,0.00078553945,0.00024699836,0.0010713921,0.00008024072,0.00007367322],"category_scores_gemma":[0.0011258047,0.00005070301,0.000049286,0.000986505,0.0012271816,0.0007591998,0.00043913495,0.00039730806,0.000007938277],"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":[0.00003468945,0.000029557028,0.0032525754,0.00042007398,0.000007538103,4.4261145e-7,0.07785769,0.000008845174,0.00005588927,0.9103572,0.00019100783,0.0077844975],"study_design_scores_gemma":[0.00087909243,0.00026527938,0.0059950626,0.0010058657,0.000001336157,6.400011e-8,0.36667532,0.000046535104,0.00007720785,0.4338397,0.19105442,0.00016009333],"about_ca_topic_score_codex":0.036906946,"about_ca_topic_score_gemma":0.025452593,"teacher_disagreement_score":0.71246237,"about_ca_system_score_codex":0.00014965837,"about_ca_system_score_gemma":0.0017446796,"threshold_uncertainty_score":0.9923304},"labels":[],"label_agreement":null},{"id":"W2951865297","doi":"10.1177/1468794119847578","title":"Toward a transnational feminist methodology of encounter","year":2019,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Situated; Sociology; Epistemology; Politics; Gender studies; Political science; Computer science","score_opus":0.8185853627063606,"score_gpt":0.7295018813106071,"score_spread":0.0890834813957535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951865297","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":[0.27193657,0.0005737393,0.04448837,0.095910735,0.000483813,0.0019510232,0.00022789031,0.00006999827,0.58435786],"genre_scores_gemma":[0.9454298,0.00009409318,0.04676279,0.0001169722,0.0000976652,0.000065932756,0.0000081649405,0.000017575378,0.0074069886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9289784,0.066299245,0.0004746368,0.0004135931,0.003007389,0.00082675694],"domain_scores_gemma":[0.94198537,0.055321116,0.000096307194,0.00022868821,0.002157972,0.00021053861],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13933758,0.00011106635,0.00038532526,0.00046300015,0.0003578179,0.000053054937,0.0005964005,0.00022018132,0.0030087812],"category_scores_gemma":[0.015026708,0.00009943459,0.00014799098,0.0012115922,0.00432955,0.00019733793,0.0000906009,0.00094845134,0.00020296269],"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":[0.000081435304,0.00005189644,0.00015241238,0.00009108331,0.000033256514,0.0000014021585,0.39507273,6.244873e-7,0.001948793,0.60111487,0.00027668162,0.0011748198],"study_design_scores_gemma":[0.00032202608,0.0003315565,0.00029568508,0.000027557226,0.0000024111662,3.7657267e-7,0.52482396,0.000017241366,0.0008236235,0.4099001,0.063344784,0.00011068555],"about_ca_topic_score_codex":0.0014168104,"about_ca_topic_score_gemma":0.00026823187,"teacher_disagreement_score":0.67349327,"about_ca_system_score_codex":0.00020918866,"about_ca_system_score_gemma":0.0014032318,"threshold_uncertainty_score":0.9983801},"labels":[],"label_agreement":null},{"id":"W2953005036","doi":"10.18778/1733-8077.15.1.06","title":"Uncloaking the Researcher: Boundaries in Qualitative Research","year":2019,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Reflexivity; Acknowledgement; Sociology; Qualitative research; Epistemology; Insider; Process (computing); Social research; Boundary (topology); Social science; Computer science","score_opus":0.733624957273534,"score_gpt":0.756575877512744,"score_spread":0.02295092023920997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953005036","genre_codex":"commentary","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":[0.06338222,0.30007046,0.0005563141,0.47723803,0.0005738259,0.005806205,0.000067520275,0.00010771828,0.15219769],"genre_scores_gemma":[0.5750459,0.35311916,0.009928896,0.015938314,0.0008448028,0.0019865427,0.000098563716,0.0001672598,0.042870563],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.70706517,0.2874071,0.0009330175,0.0007468547,0.002153432,0.0016944463],"domain_scores_gemma":[0.89276844,0.10380974,0.00029524128,0.00068769295,0.0021946416,0.00024425282],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.3411078,0.00024743244,0.0008992,0.00027217096,0.002251296,0.00018037936,0.0012122968,0.00037399572,0.0016578591],"category_scores_gemma":[0.07973002,0.00017077019,0.0002511014,0.0020692674,0.027725447,0.00039024386,0.00032728293,0.0036339757,0.0016168567],"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":[0.000019493926,0.000026789314,0.00010479189,0.00047108505,0.00003377149,0.0000025576155,0.5038403,1.0166353e-7,0.000014317131,0.48823056,0.0053169723,0.0019392524],"study_design_scores_gemma":[0.00013607416,0.000105484454,0.00011114873,0.00078249583,0.0000039729125,2.227871e-7,0.426437,0.0000011843268,0.0000016117904,0.29619947,0.27610725,0.00011407595],"about_ca_topic_score_codex":0.0061170794,"about_ca_topic_score_gemma":0.0024909768,"teacher_disagreement_score":0.5116637,"about_ca_system_score_codex":0.00073438796,"about_ca_system_score_gemma":0.0028762263,"threshold_uncertainty_score":0.99925476},"labels":[],"label_agreement":null},{"id":"W2954301348","doi":"10.5565/rev/dag.578","title":"The researcher’s erotic subjectivities: epistemological and ethical challenges","year":2019,"lang":"en","type":"article","venue":"Documents d Anàlisi Geogràfica","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"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":"Innovation, Science and Economic Development Canada","keywords":"Humanities; Philosophy; Persona","score_opus":0.14532793256382515,"score_gpt":0.4903700548545605,"score_spread":0.34504212229073533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954301348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4615266,0.009213361,0.00013929642,0.29149675,0.00062354206,0.0016899405,0.00001577968,0.00019234419,0.2351024],"genre_scores_gemma":[0.9709298,0.018050121,0.00056732923,0.00048288904,0.00018400117,0.00006591833,0.0000021846886,0.00001693603,0.009700811],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892156,0.00785255,0.00025550678,0.00044628073,0.0013614851,0.0008685943],"domain_scores_gemma":[0.9882844,0.010750297,0.00007063701,0.00034523217,0.00023299648,0.00031643],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.023860069,0.00014779915,0.000247187,0.00006632544,0.0014785274,0.00046728502,0.0005319198,0.000421514,0.00042028053],"category_scores_gemma":[0.0064828293,0.00009652566,0.00008508058,0.00023783838,0.0027797539,0.00017178449,0.0002783901,0.0014947302,0.00018170755],"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":[0.000074027164,0.00004270426,0.0026292058,0.000059831906,0.000048618214,0.000009922273,0.019846994,4.541144e-7,0.000040815285,0.9346327,0.0008314966,0.041783184],"study_design_scores_gemma":[0.00056994346,0.00046234496,0.022037784,0.00007652507,0.000008715425,0.0000031161414,0.066667885,0.0000464517,0.000022525539,0.27449605,0.6353052,0.00030344736],"about_ca_topic_score_codex":0.0011771413,"about_ca_topic_score_gemma":0.00063427206,"teacher_disagreement_score":0.6601367,"about_ca_system_score_codex":0.000110105524,"about_ca_system_score_gemma":0.00023110776,"threshold_uncertainty_score":0.99993414},"labels":[],"label_agreement":null},{"id":"W2955807338","doi":"10.1177/2043820619850272","title":"Beyond Haraway? Addressing constructive criticisms to the ‘four epistemic gaps’ interpretation of positionality and situated knowledges","year":2019,"lang":"en","type":"article","venue":"Dialogues in Human Geography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Brock University","funders":"","keywords":"Situated; Epistemology; Interpretation (philosophy); Constructive; Sociology; Generative grammar; Perception; Process (computing); Philosophy; Computer science","score_opus":0.1010850303202281,"score_gpt":0.4451138220487703,"score_spread":0.3440287917285422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955807338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98138994,0.00057401333,0.00084741146,0.002017038,0.00020476377,0.0005093113,0.00006822236,0.000018558345,0.014370719],"genre_scores_gemma":[0.99832934,0.000063040214,0.001321469,0.00014496162,0.000054621436,0.000026518355,0.000023494582,0.0000063487287,0.00003019172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9963083,0.0025429763,0.00028341412,0.00023856189,0.00037061045,0.0002560958],"domain_scores_gemma":[0.997238,0.0020414635,0.000092749215,0.0001432206,0.00040318634,0.000081398684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004530159,0.00009591319,0.00022219622,0.0002731066,0.00035560402,0.000083786326,0.00021010182,0.000095025716,0.000053462278],"category_scores_gemma":[0.0010309212,0.000079403784,0.00007839754,0.00048410884,0.0017915672,0.00018102497,0.00007576976,0.00025998632,0.0000073413257],"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":[0.00010454181,0.000099703386,0.17950362,0.0002191744,0.00008457765,0.0000029449998,0.23234254,0.000032007407,0.005124639,0.5701394,0.000103922226,0.012242914],"study_design_scores_gemma":[0.00042384057,0.00023202166,0.30253497,0.0005096985,0.00001991078,9.009905e-7,0.028799659,0.00010583945,0.0004902921,0.6663517,0.00030016166,0.00023101017],"about_ca_topic_score_codex":0.0012665422,"about_ca_topic_score_gemma":0.0016340846,"teacher_disagreement_score":0.20354289,"about_ca_system_score_codex":0.00003737075,"about_ca_system_score_gemma":0.00006971371,"threshold_uncertainty_score":0.6601104},"labels":[],"label_agreement":null},{"id":"W2963358402","doi":"","title":"Review of Colouring the Rainbow: Blak Queer and Trans Perspectives: Life Stories and Essays by the First Nations People of Australia edited by Dino Hodge.","year":2016,"lang":"en","type":"article","venue":"Flinders Academic Commons (Flinders University)","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Queer; Rainbow; Literature; Sociology; Gender studies; History; Art","score_opus":0.09704343460149131,"score_gpt":0.39749169428854547,"score_spread":0.30044825968705413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963358402","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":[0.13326696,0.055365942,0.02324808,0.76834524,0.00037578944,0.0031224156,0.0007971311,0.00011884938,0.0153596345],"genre_scores_gemma":[0.89229834,0.10506403,0.000066541186,0.00019608453,0.000053055148,0.000004156812,0.0000033295375,0.00001126908,0.0023032182],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966878,0.001866441,0.0002831854,0.00027947428,0.00053195324,0.00035113015],"domain_scores_gemma":[0.99149877,0.00752078,0.00025227823,0.00020754077,0.000327347,0.0001932827],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004073057,0.0001617578,0.0003422503,0.00018570472,0.0014173163,0.000019955049,0.0005975865,0.00027561784,0.00006284124],"category_scores_gemma":[0.003257901,0.000105065825,0.00010482835,0.0010681419,0.0044085905,0.00029194928,0.00012562517,0.0007509099,6.053597e-7],"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":[0.00019518303,0.00015085327,0.018777011,0.0016291928,0.0006215097,0.0000021200321,0.4263062,0.000005114283,0.00063706865,0.38928297,0.16113424,0.0012585599],"study_design_scores_gemma":[0.0016121436,0.0001554638,0.0017933111,0.0024038472,0.0002658826,0.0000015180701,0.5289407,0.000020758187,0.00018233787,0.0038698826,0.46034545,0.00040875177],"about_ca_topic_score_codex":0.0022258335,"about_ca_topic_score_gemma":0.0058285804,"teacher_disagreement_score":0.76814914,"about_ca_system_score_codex":0.00016661166,"about_ca_system_score_gemma":0.00030661994,"threshold_uncertainty_score":0.9998827},"labels":[],"label_agreement":null},{"id":"W2963372149","doi":"10.1163/19426720-02501001","title":"New Editorial Team Introduction","year":2019,"lang":"en","type":"article","venue":"Global Governance A Review of Multilateralism and International Organizations","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"International law; Public international law; Political science; Law","score_opus":0.022362344534672923,"score_gpt":0.420649049631869,"score_spread":0.3982867050971961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963372149","genre_codex":"commentary","genre_gemma":"review","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":[0.023249535,0.0661047,0.018699279,0.60638463,0.16427994,0.0041907495,0.0015208232,0.0003070682,0.11526324],"genre_scores_gemma":[0.115901485,0.6794567,0.054853503,0.005716133,0.08932279,0.000027619888,0.00036533465,0.00005821825,0.054298192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985737,0.00022180262,0.00027679594,0.00019008697,0.0006021907,0.00013542497],"domain_scores_gemma":[0.9986157,0.00009003398,0.00019187381,0.00011698091,0.0008909659,0.00009448907],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009188716,0.00007920147,0.00017363262,0.000015488285,0.000091507834,0.000044338198,0.0002330242,0.00006956413,0.0015229343],"category_scores_gemma":[0.0028303082,0.00007207716,0.0000403459,0.0004145634,0.00012321031,0.0004156085,0.000066474,0.00010598118,0.00007131461],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001539951,0.000038482733,0.0068840096,0.0003824508,0.000044546978,2.2099093e-7,0.002237241,0.0000044117464,0.00017493212,0.54692537,0.43199697,0.011295997],"study_design_scores_gemma":[0.00024387684,0.00002030549,0.004506465,0.00062910764,0.000010547264,0.0000011824122,0.00012735295,0.000016625912,0.000026655496,0.0029793133,0.9913528,0.00008578583],"about_ca_topic_score_codex":0.0017598275,"about_ca_topic_score_gemma":0.000086644766,"teacher_disagreement_score":0.613352,"about_ca_system_score_codex":0.00017811418,"about_ca_system_score_gemma":0.0004464297,"threshold_uncertainty_score":0.9993898},"labels":[],"label_agreement":null},{"id":"W2964037541","doi":"10.1111/soin.12316","title":"The Role of Intimate Relationship Status, Sexuality, and Ethnicity in Doing Fieldwork among Sexual–Racial Minority Refugees: An Intersectional Methodology*","year":2019,"lang":"en","type":"article","venue":"Sociological Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"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":"Intersectionality; Gender studies; Sociology; Refugee; Human sexuality; Ethnic group; Insider; Hegemony; Political science; Politics; Anthropology; Law","score_opus":0.34990504876580164,"score_gpt":0.5510396449517903,"score_spread":0.2011345961859886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964037541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935553,0.00050268957,0.0012485721,0.0008252929,0.00026265634,0.00024544745,0.0000065146105,0.000027693848,0.0033258179],"genre_scores_gemma":[0.99099165,0.0001064293,0.008337244,0.00007734074,0.00023329377,0.000016650602,0.000007232091,0.0000040997934,0.00022608218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98238444,0.01617468,0.0003680371,0.00030432953,0.00033365723,0.00043484048],"domain_scores_gemma":[0.98054993,0.018873917,0.00015521598,0.00015994374,0.00013866862,0.00012235086],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.024888316,0.00010207306,0.00026786423,0.00005257703,0.0005750656,0.00004476662,0.00023603848,0.000498623,0.00007179517],"category_scores_gemma":[0.009637539,0.00007168091,0.000044309258,0.00020973467,0.004603041,0.0002004973,0.00018061759,0.0011476974,0.000003883404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007695384,0.00004493613,0.554791,0.000018775074,0.000014394237,6.452239e-7,0.105415836,0.000009937957,0.0004020353,0.33240655,0.000014463963,0.0068044956],"study_design_scores_gemma":[0.00012553684,0.00018908885,0.4595635,0.000010361164,0.0000039835672,1.7541181e-7,0.14424422,0.00007214654,0.000021778957,0.39449075,0.0011877741,0.000090690926],"about_ca_topic_score_codex":0.0032388128,"about_ca_topic_score_gemma":0.002854122,"teacher_disagreement_score":0.09522749,"about_ca_system_score_codex":0.000098380166,"about_ca_system_score_gemma":0.00014669886,"threshold_uncertainty_score":0.99870473},"labels":[],"label_agreement":null},{"id":"W2966215461","doi":"10.18778/1733-8077.15.3.04","title":"On Entering the Field: Notes from a Neophyte Researcher","year":2019,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Distancing; Subjectivity; Qualitative research; Sociology; Interview; Field (mathematics); Empathy; Epistemology; Psychology; Social psychology; Social science; Coronavirus disease 2019 (COVID-19); Medicine","score_opus":0.38296832476414455,"score_gpt":0.6527999896034599,"score_spread":0.2698316648393153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966215461","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":[0.09722947,0.11844707,0.003342421,0.7170653,0.00070995156,0.00248405,0.00008076101,0.000101838916,0.060539126],"genre_scores_gemma":[0.4121237,0.33427656,0.01081158,0.2269546,0.0013348719,0.0008501717,0.00008067745,0.0001034857,0.013464338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9624815,0.035807606,0.00032144206,0.0003471341,0.0005479583,0.0004943531],"domain_scores_gemma":[0.884856,0.11430988,0.00013763925,0.00033371727,0.00025527566,0.000107480984],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.026569044,0.00014209493,0.0004446144,0.00003649546,0.0005256565,0.000031343585,0.0005272238,0.00018353613,0.0034306417],"category_scores_gemma":[0.05102572,0.0000898834,0.000210328,0.00023904881,0.0019411747,0.00010345424,0.00010548689,0.0010141128,0.0014938633],"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":[0.00003614223,0.000028261938,0.00014986718,0.0003001444,0.00009950228,0.000002113205,0.3605279,1.9235152e-7,0.0000701185,0.60744166,0.013917078,0.017427001],"study_design_scores_gemma":[0.00021075673,0.00034767916,0.00036286973,0.0014836657,0.000017262333,9.105955e-8,0.07408885,0.0000031796853,0.000018080007,0.5525159,0.37075973,0.00019188035],"about_ca_topic_score_codex":0.0021420873,"about_ca_topic_score_gemma":0.00015860518,"teacher_disagreement_score":0.4901107,"about_ca_system_score_codex":0.000096402095,"about_ca_system_score_gemma":0.00023672014,"threshold_uncertainty_score":0.9992836},"labels":[],"label_agreement":null},{"id":"W2969330194","doi":"10.1177/1609406919870075","title":"Social Identity Map: A Reflexivity Tool for Practicing Explicit Positionality in Critical Qualitative Research","year":2019,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":421,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Reflexivity; Identity (music); Sociology; Qualitative research; Social identity theory; Epistemology; Social research; Social psychology; Psychology; Social group; Social science; Aesthetics","score_opus":0.9308706447938535,"score_gpt":0.8551232429363528,"score_spread":0.07574740185750073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969330194","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.104037985,0.00028109094,0.7605959,0.12661885,0.0015178856,0.0008456869,0.00013061835,0.00001870391,0.005953297],"genre_scores_gemma":[0.43929896,0.00006164161,0.5580408,0.00045141255,0.0011192817,0.00007152155,0.000009148222,0.000027678818,0.0009195572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8684455,0.12511215,0.0014247136,0.00042317453,0.0038727021,0.0007217611],"domain_scores_gemma":[0.8554524,0.13265507,0.00071550277,0.00015160152,0.010820721,0.00020469018],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3478579,0.00019400325,0.0006453119,0.0008637573,0.0005693275,0.0003654233,0.0010268799,0.0002578138,0.00034189434],"category_scores_gemma":[0.13763641,0.00018638297,0.0004091028,0.000779053,0.0016526413,0.002523915,0.00019184733,0.0017257911,0.00003191592],"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":[0.00072085566,0.00022261057,0.000096096126,0.00006285577,0.00012517918,0.000010890041,0.3932643,0.0000034805437,0.0023494712,0.5991804,0.00051133835,0.0034525313],"study_design_scores_gemma":[0.00078141986,0.00028049614,0.0005278012,0.00017215255,0.000011209523,0.0000025196944,0.35817564,0.000052990228,0.00044702255,0.62726414,0.012120741,0.00016383007],"about_ca_topic_score_codex":0.0010515247,"about_ca_topic_score_gemma":0.00028313926,"teacher_disagreement_score":0.335261,"about_ca_system_score_codex":0.0011072848,"about_ca_system_score_gemma":0.0013591723,"threshold_uncertainty_score":0.86962765},"labels":[],"label_agreement":null},{"id":"W2969568847","doi":"10.1111/area.12580","title":"“Home sweet home?” Struggles of intracultural “betweenness” of doctoral fieldwork in my home country of Jamaica","year":2019,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":16,"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":"Western University","keywords":"Betweenness centrality; Sociology; Insider; Silence; Gender studies; Qualitative research; Negotiation; Social science; Political science; Law; Aesthetics","score_opus":0.11583269099249248,"score_gpt":0.4448406907195749,"score_spread":0.3290079997270824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969568847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939148,0.00028904164,0.00003959591,0.0008187314,0.00016999277,0.00018492845,0.00007528877,0.000008585444,0.004499045],"genre_scores_gemma":[0.998081,0.00025422283,0.0012818977,0.000022569788,0.00006346995,0.000004189934,0.000010805985,0.000005952731,0.00027584165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977919,0.0007096882,0.00039620625,0.00016542184,0.00062690396,0.00030987404],"domain_scores_gemma":[0.99752736,0.0017372502,0.00019776267,0.00018142311,0.00027750962,0.00007869928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027699843,0.00009399418,0.00043208982,0.00010032572,0.00005272696,0.000015685075,0.0003361271,0.00018091915,0.0004541113],"category_scores_gemma":[0.0006343094,0.00007612038,0.000082698265,0.000538109,0.0008005938,0.00019837516,0.000071692586,0.00028456972,0.0000051621405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002542423,0.00023574133,0.68511003,0.00064683415,0.000104608705,0.0000052394835,0.117513455,0.00003460297,0.0058761863,0.1804574,0.00078208395,0.008979568],"study_design_scores_gemma":[0.0016398466,0.0006576331,0.73784274,0.0007809721,0.000028266873,5.6615227e-7,0.12615298,0.00006428874,0.0042346306,0.12348133,0.0046045203,0.0005122516],"about_ca_topic_score_codex":0.005618681,"about_ca_topic_score_gemma":0.0012492058,"teacher_disagreement_score":0.05697607,"about_ca_system_score_codex":0.00004169147,"about_ca_system_score_gemma":0.00020891736,"threshold_uncertainty_score":0.84938025},"labels":[],"label_agreement":null},{"id":"W2970622554","doi":"10.1177/1609406919872388","title":"When Women Study Men: Gendered Implications for Qualitative Research","year":2019,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":53,"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":"Qualitative research; Reflexivity; Privilege (computing); Oppression; Power (physics); Sociology; Intersectionality; Doing gender; Gender studies; Context (archaeology); Fieldnotes; Journaling file system; Social psychology; Psychology; Ethnography; Social science; Political science; Politics","score_opus":0.9130334268830399,"score_gpt":0.8129733160640501,"score_spread":0.1000601108189898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970622554","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13989732,0.0005199131,0.74513626,0.081166334,0.001797881,0.002768538,0.00020468158,0.00003857581,0.028470509],"genre_scores_gemma":[0.31022823,0.00016275913,0.68026334,0.00034003373,0.000891157,0.00034297217,0.00000830531,0.00004831196,0.007714899],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.86866814,0.12567073,0.0014518449,0.00047090417,0.00286562,0.000872753],"domain_scores_gemma":[0.91467464,0.071272634,0.00082285685,0.00028294176,0.012553215,0.00039368807],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3156206,0.00020070393,0.0006222693,0.0009405795,0.0005800597,0.00029025634,0.0016340938,0.00015541937,0.00056915684],"category_scores_gemma":[0.04826975,0.00017375681,0.000298088,0.00065428426,0.0012685894,0.00075164955,0.00018395238,0.0010230868,0.000037140147],"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":[0.00039940252,0.0003695954,0.00016792637,0.000016180522,0.00062124204,0.0000019664906,0.69327575,0.00000432973,0.0016048927,0.28221366,0.0022873902,0.01903765],"study_design_scores_gemma":[0.0008933279,0.00077470514,0.00038219124,0.00002602544,0.000008798708,0.0000012703215,0.52697235,0.000010109872,0.00010050591,0.4327633,0.037955593,0.00011184641],"about_ca_topic_score_codex":0.0004929803,"about_ca_topic_score_gemma":0.00006661677,"teacher_disagreement_score":0.26735085,"about_ca_system_score_codex":0.0013419363,"about_ca_system_score_gemma":0.0015277328,"threshold_uncertainty_score":0.9597471},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","sts"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2971220596","doi":"10.1080/0966369x.2019.1618246","title":"Dilemmas of feminist practice in transnational spaces: Solidarity, personal growth, and potential solutions","year":2019,"lang":"en","type":"article","venue":"Gender Place & Culture","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Solidarity; Sociology; Privilege (computing); Paternalism; Gender studies; Insider; Section (typography); White privilege; Race (biology); Political science; Law","score_opus":0.10752131327380499,"score_gpt":0.43687572094294946,"score_spread":0.3293544076691445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971220596","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":[0.36046535,0.0024826203,0.006776696,0.15448554,0.0008506652,0.0018672601,0.0008202706,0.00009391996,0.4721577],"genre_scores_gemma":[0.99227417,0.00018125707,0.006045205,0.00017373006,0.00008853671,0.000007817422,0.000012052603,0.000005844528,0.0012113996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9972644,0.0012998469,0.00015680777,0.00022134099,0.0007491452,0.0003084826],"domain_scores_gemma":[0.9987623,0.00075604965,0.00007397409,0.00005729872,0.00024299606,0.000107386135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003397531,0.00008729588,0.00014634717,0.000058058456,0.00034660753,0.00006776808,0.00012535034,0.00019218013,0.00017866108],"category_scores_gemma":[0.0011284336,0.00007818277,0.00005604871,0.0002551197,0.0005332309,0.00031706356,0.000040962048,0.0004462426,0.0000053372405],"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":[0.000060900915,0.000110457244,0.00080227543,0.00008697665,0.000036739362,0.0000067729898,0.24352361,0.000015665544,0.0022148348,0.7522951,0.00071878696,0.00012790329],"study_design_scores_gemma":[0.0018583619,0.00020133118,0.0050818417,0.000056094144,0.00006270224,0.00003802486,0.7692502,0.0004510545,0.00020453503,0.081170715,0.1411237,0.00050141185],"about_ca_topic_score_codex":0.00038765266,"about_ca_topic_score_gemma":0.00035085776,"teacher_disagreement_score":0.67112434,"about_ca_system_score_codex":0.000050512823,"about_ca_system_score_gemma":0.00036996923,"threshold_uncertainty_score":0.3188201},"labels":[],"label_agreement":null},{"id":"W2972175655","doi":"10.1177/0959353519866058","title":"Learning critical feminist research: A brief introduction to feminist epistemologies and methodologies","year":2019,"lang":"en","type":"article","venue":"Feminism & Psychology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas University","funders":"","keywords":"Feminist philosophy; Scholarship; Sociology; Feminism; Postmodernism; Empiricism; Field (mathematics); Feminist epistemology; Epistemology; Constructivism (international relations); Feminist theory; Critical theory; Constructionism; Gender studies; Politics","score_opus":0.4814306951616111,"score_gpt":0.6429999603178523,"score_spread":0.16156926515624126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972175655","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":[0.19974333,0.0008028085,0.0066951863,0.2757209,0.0028644246,0.0013225084,0.000018616676,0.00043078032,0.51240146],"genre_scores_gemma":[0.8957383,0.0005447774,0.089163326,0.0027563684,0.0016781716,0.00014120662,0.000005864357,0.000044105254,0.009927896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97983944,0.016370488,0.0004677662,0.0011281745,0.0008795671,0.0013145397],"domain_scores_gemma":[0.97823185,0.020252846,0.00008960449,0.00054441585,0.000461231,0.00042006673],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.042673185,0.00021847116,0.00052457425,0.0004123245,0.0013412947,0.00032458088,0.000607777,0.00055162987,0.00052744744],"category_scores_gemma":[0.05849324,0.00021032813,0.00008608549,0.0008992251,0.0057350155,0.00018325486,0.0003974121,0.0018630828,0.00048978516],"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":[0.00026988372,0.000079784106,0.0041890824,0.00009162432,0.000035373578,0.000031551197,0.095833264,0.0000022312845,0.0038489238,0.82398206,0.018152047,0.05348419],"study_design_scores_gemma":[0.00026193037,0.0014302917,0.003525442,0.00003523634,0.0000075400267,0.000029692786,0.120679356,0.0000039042125,0.00017691561,0.19465461,0.67893493,0.0002601366],"about_ca_topic_score_codex":0.00044792445,"about_ca_topic_score_gemma":0.00006468125,"teacher_disagreement_score":0.695995,"about_ca_system_score_codex":0.00013939966,"about_ca_system_score_gemma":0.00027083795,"threshold_uncertainty_score":0.9999588},"labels":[],"label_agreement":null},{"id":"W2973258789","doi":"10.18432/ari29507","title":"A Review of Louise Gwenneth Phillips and Tracey Bunda's \"Research through, with and as Storying\"","year":2019,"lang":"en","type":"review","venue":"Art/Research International A Transdisciplinary Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Sociology; Art history; Art; Visual arts; History; Biology","score_opus":0.6606379115350111,"score_gpt":0.6852003958092773,"score_spread":0.024562484274266216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973258789","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":[0.00007560147,0.9579016,0.00023049273,0.017734306,0.00023749111,0.0016811648,0.000109715074,0.00001398037,0.022015678],"genre_scores_gemma":[0.000056801444,0.9928951,0.0022997647,0.000089321635,0.0005827255,0.00012497592,0.000029020497,0.00006926778,0.0038530028],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97534794,0.015953183,0.0011162132,0.0008042315,0.0055205645,0.0012578857],"domain_scores_gemma":[0.9854624,0.009465484,0.00043653738,0.0003742052,0.0035088267,0.00075249706],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.060737982,0.00041866745,0.0016090359,0.0010776329,0.0018962952,0.0005080356,0.0014899903,0.00039781551,0.0009695957],"category_scores_gemma":[0.0036724533,0.000297058,0.00039378935,0.0013438383,0.0064495406,0.0008969913,0.0004410857,0.0060401224,0.00010707416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036477216,0.00058279856,0.00002392168,0.10679868,0.0013899995,0.00030222308,0.07747547,0.0000010106504,0.000004384355,0.087295026,0.016846724,0.708915],"study_design_scores_gemma":[0.0004264239,0.00087344955,0.0000057502602,0.10403602,0.00010536333,0.00031953896,0.0077107656,0.000005316507,4.0018378e-7,0.024177255,0.86205965,0.0002800966],"about_ca_topic_score_codex":0.00018575657,"about_ca_topic_score_gemma":0.00026294883,"teacher_disagreement_score":0.8452129,"about_ca_system_score_codex":0.0005020099,"about_ca_system_score_gemma":0.0049194,"threshold_uncertainty_score":0.99994814},"labels":[],"label_agreement":null},{"id":"W2975021844","doi":"10.1163/9789087903268_002","title":"Autobiography: Researching Our Lives and Living Our Research","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":24,"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":"Biography; Sociology; History; Art; Art history","score_opus":0.5741144456918708,"score_gpt":0.6104061500495159,"score_spread":0.03629170435764517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975021844","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":[0.000096570126,0.003814938,0.0002058233,0.016676579,0.00015382207,0.00061075506,0.000024727799,0.00013393462,0.97828287],"genre_scores_gemma":[0.008862704,0.061900526,0.010340672,0.00010262276,0.001066325,0.000022496133,0.0000040831596,0.00007823188,0.9176223],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98803055,0.005911053,0.0004090475,0.00082644756,0.0034675205,0.0013553997],"domain_scores_gemma":[0.99112207,0.00641761,0.000108438864,0.00042888994,0.0011920871,0.00073092623],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04260794,0.00030568434,0.0005034034,0.0014248111,0.0035730882,0.00049329584,0.00073360145,0.0006591679,0.0002417698],"category_scores_gemma":[0.008972437,0.00027381902,0.0002438621,0.00032234238,0.0020607307,0.00030431975,0.0007119455,0.004143014,0.00019501365],"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":[0.00001880266,0.00002734406,0.00012886412,0.00014693175,0.00012974098,0.00010450806,0.068279736,1.5468562e-7,0.000023750186,0.84165436,0.057984427,0.03150141],"study_design_scores_gemma":[0.000093127346,0.00021729758,0.00020212098,0.00096830586,0.0000096641925,0.00000482572,0.09618267,0.000012180247,0.000004131579,0.19061832,0.7111835,0.00050386315],"about_ca_topic_score_codex":0.0077258917,"about_ca_topic_score_gemma":0.0036190534,"teacher_disagreement_score":0.6531991,"about_ca_system_score_codex":0.00018632595,"about_ca_system_score_gemma":0.0014161612,"threshold_uncertainty_score":0.9999714},"labels":[],"label_agreement":null},{"id":"W2979495016","doi":"","title":"Community-Based Participatory Research in cancer control studies among Indigenous people of Australia, New Zealand, Canada and the US","year":2010,"lang":"en","type":"article","venue":"Asia-Pacific Journal of Clinical Oncology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Participatory action research; Community-based participatory research; Citizen journalism; Geography; Socioeconomics; Control (management); Sociology; Environmental planning; Political science; Anthropology; Ecology; Economics; Management; Biology","score_opus":0.6888879500146597,"score_gpt":0.6759645624976514,"score_spread":0.012923387517008389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979495016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95345527,0.00038100057,0.000013347059,0.04470068,0.00073904305,0.00028555523,0.000008344725,0.0000016708841,0.00041507732],"genre_scores_gemma":[0.9974385,0.0011651105,0.0003426726,0.00019704962,0.0003776902,0.000013860203,2.6991052e-7,0.0000065364734,0.00045833935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9578948,0.038949113,0.0014718225,0.00012251576,0.0010010363,0.0005606991],"domain_scores_gemma":[0.93038106,0.06688009,0.0008239338,0.00020894928,0.0012583752,0.0004476068],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12893178,0.00009385575,0.0010447089,0.00013554552,0.0004997018,0.00002469736,0.0005364897,0.0003159851,0.000048429625],"category_scores_gemma":[0.02635944,0.000059257924,0.00012747398,0.00041465936,0.0072457986,0.00009305559,0.00006273806,0.0052714827,7.390996e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00111427,0.0002777963,0.90890676,0.000034741566,0.00021504656,0.000046241814,0.069346964,0.000022771126,0.000023759345,0.0024148,0.0037789284,0.01381792],"study_design_scores_gemma":[0.009172357,0.0019746986,0.7395367,0.00014262395,0.000097740056,0.000004627558,0.1386658,0.000021433925,0.000030237987,0.027152462,0.083048314,0.00015299856],"about_ca_topic_score_codex":0.90588796,"about_ca_topic_score_gemma":0.9957243,"teacher_disagreement_score":0.16937006,"about_ca_system_score_codex":0.00021452496,"about_ca_system_score_gemma":0.015015043,"threshold_uncertainty_score":0.9970234},"labels":[],"label_agreement":null},{"id":"W2980554405","doi":"10.17953/aicrj.42.4.starblanket","title":"Complex Accountabilities: Deconstructing “the Community” and Engaging Indigenous Feminist Research Methods","year":2018,"lang":"en","type":"article","venue":"American Indian Culture and Research Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Calgary","funders":"","keywords":"Accountability; Indigenous; Deference; Sociology; Normative; Environmental ethics; Political science; Public relations; Law","score_opus":0.4765910726935875,"score_gpt":0.6634968023717149,"score_spread":0.1869057296781274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980554405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92396766,0.0022509368,0.00072440336,0.015740192,0.00020942677,0.0007511741,0.00002339536,0.000038174207,0.056294635],"genre_scores_gemma":[0.93259615,0.0068825684,0.056488317,0.0006538518,0.0020660711,0.000031862557,0.0000021183287,0.00003218874,0.0012468881],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9306821,0.06536845,0.00036687023,0.00027905876,0.0017871953,0.0015163163],"domain_scores_gemma":[0.9760863,0.020120254,0.00017940986,0.00035709701,0.0023918194,0.00086513034],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.15747611,0.00015803493,0.0003284908,0.00049356907,0.03395942,0.0019338574,0.00096543395,0.00014781553,0.00015112526],"category_scores_gemma":[0.018077657,0.00010302021,0.000064186606,0.0019439833,0.04980529,0.0003253192,0.0005347595,0.008678437,0.000012458818],"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":[0.000029799412,0.000027772672,0.0049373507,0.000025064732,0.00005933158,0.000014930007,0.71179867,2.6459745e-8,0.00049683976,0.006773979,0.0018949797,0.27394125],"study_design_scores_gemma":[0.00012832481,0.0004791018,0.0018026282,0.000064565094,0.00000426132,0.0001591091,0.72930855,0.0000037635307,0.00007604613,0.025500137,0.24236342,0.00011012059],"about_ca_topic_score_codex":0.01812412,"about_ca_topic_score_gemma":0.0048941844,"teacher_disagreement_score":0.27383113,"about_ca_system_score_codex":0.00028778976,"about_ca_system_score_gemma":0.001383762,"threshold_uncertainty_score":0.99910223},"labels":[],"label_agreement":null},{"id":"W2981335699","doi":"10.1177/1609406918788176","title":"Reflection/Commentary on a Past Article: “The Space Between: On Being an Insider-Outsider in Qualitative Research”","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Memorial University of Newfoundland","funders":"","keywords":"Insider; Reflection (computer programming); Space (punctuation); Qualitative research; Epistemology; Sociology; Psychoanalysis; Psychology; Philosophy; Computer science; Social science; Linguistics","score_opus":0.8759420224659302,"score_gpt":0.7947983321143453,"score_spread":0.08114369035158497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981335699","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":[0.35220784,0.00011992616,0.16382907,0.45634094,0.002392444,0.0006060077,0.00003777387,0.00003303503,0.024432955],"genre_scores_gemma":[0.7771995,0.000099494166,0.21191609,0.005157725,0.005039601,0.00002944619,0.000003847234,0.000037962618,0.0005163415],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8343793,0.16042106,0.0010344327,0.00036094364,0.0031954634,0.0006087625],"domain_scores_gemma":[0.92930764,0.06496458,0.00061003247,0.00026387413,0.004517734,0.0003361483],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.22070271,0.00021788193,0.00044406287,0.0011292553,0.000910114,0.00028992805,0.0010635577,0.00016867294,0.00019269255],"category_scores_gemma":[0.042073604,0.00015969534,0.00019062641,0.001286779,0.0037835853,0.0007983286,0.00013272441,0.0022927485,0.00004342131],"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":[0.0005803355,0.0002499078,0.0002926394,0.0000049913738,0.00020246168,0.000024280364,0.7313098,0.000011753289,0.00074464025,0.22361706,0.0041673738,0.03879479],"study_design_scores_gemma":[0.00061761873,0.0017635984,0.0011477079,0.00023365028,0.000009228701,0.0000023676353,0.4821357,0.000031898802,0.0031279733,0.4785008,0.032273564,0.00015587376],"about_ca_topic_score_codex":0.0018297387,"about_ca_topic_score_gemma":0.0010755442,"teacher_disagreement_score":0.45118323,"about_ca_system_score_codex":0.0011113895,"about_ca_system_score_gemma":0.00046841332,"threshold_uncertainty_score":0.99892753},"labels":[],"label_agreement":null},{"id":"W2981609390","doi":"10.1016/j.ijnurstu.2019.103452","title":"The quality of quality criteria: Replicating the development of the Consolidated Criteria for Reporting Qualitative Research (COREQ)","year":2019,"lang":"en","type":"article","venue":"International Journal of Nursing Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":185,"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":"Quality (philosophy); Process management; Psychology; Business","score_opus":0.847877986607197,"score_gpt":0.781426067592435,"score_spread":0.066451919014762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981609390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9143549,0.0013732486,0.0018804825,0.07746037,0.0018162994,0.0005443476,0.000024472636,0.0000056849144,0.0025401572],"genre_scores_gemma":[0.9868189,0.00017371363,0.01235029,0.000058689213,0.00023599254,0.000017041173,7.415235e-7,0.0000083356745,0.00033630917],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9806982,0.0131956935,0.0029848325,0.00018983988,0.0025888658,0.00034251943],"domain_scores_gemma":[0.9272077,0.048744608,0.0063676364,0.00038474824,0.017231788,0.00006352997],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.16238771,0.00009812674,0.00043173297,0.00008941725,0.0013487678,0.00010567754,0.0010736418,0.000060556722,0.000009644797],"category_scores_gemma":[0.13282025,0.000049326252,0.000267128,0.00032329842,0.00366276,0.000165823,0.00017865366,0.000510369,6.0308804e-7],"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":[0.00047378684,0.00012438344,0.0013305441,0.000086921485,0.00085969607,4.0683295e-7,0.82518965,0.000002388924,0.014998728,0.13561581,0.0013748903,0.019942781],"study_design_scores_gemma":[0.00034726036,0.000088548084,0.014657412,0.0010718228,0.000016877439,0.0000022502388,0.8089353,0.000011696465,0.0059315125,0.16552927,0.0033268912,0.00008114847],"about_ca_topic_score_codex":0.00023855279,"about_ca_topic_score_gemma":0.00021511159,"teacher_disagreement_score":0.07740168,"about_ca_system_score_codex":0.00041636068,"about_ca_system_score_gemma":0.00094789476,"threshold_uncertainty_score":0.99995136},"labels":[],"label_agreement":null},{"id":"W2984110548","doi":"10.3167/ghs.2019.120309","title":"Imagining Alternative Spaces","year":2019,"lang":"en","type":"article","venue":"Girlhood Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Victoria","funders":"","keywords":"Indigenous; Sovereignty; Sociology; Colonialism; Hegemony; The arts; Gender studies; Space (punctuation); Photovoice; Political science; Politics; Law; Ecology; Visual arts","score_opus":0.353345224118411,"score_gpt":0.6076247876598261,"score_spread":0.25427956354141507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984110548","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":[0.30876094,0.009749642,0.0012546997,0.08175919,0.0019008279,0.0006709973,0.000010362381,0.00019163,0.5957017],"genre_scores_gemma":[0.9779504,0.0030537448,0.006598715,0.00031821555,0.00032488361,0.000021439077,5.519878e-7,0.00001026605,0.011721807],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99765295,0.0011262387,0.000118264485,0.0002022075,0.0005391268,0.0003612089],"domain_scores_gemma":[0.997703,0.0017145064,0.000059182923,0.000110022855,0.00034261038,0.00007068121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042614285,0.000084485306,0.00020493614,0.00005929147,0.00046048287,0.000071270566,0.00018763864,0.000036038862,0.00011862764],"category_scores_gemma":[0.0023362003,0.00006835412,0.000049729024,0.00022062818,0.00079435896,0.00021393894,0.00011884061,0.000220249,0.00035127532],"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":[0.000013193661,0.000026594125,0.008925501,0.00004781292,0.00025349113,0.0000059593517,0.587089,0.0000072221173,0.00019618179,0.3836511,0.0023216053,0.01746231],"study_design_scores_gemma":[0.00032029953,0.00012542645,0.00093207794,0.00008128318,0.000010867132,2.251371e-7,0.68413866,0.00002753093,0.0002562962,0.15617523,0.15771678,0.0002153184],"about_ca_topic_score_codex":0.0008107006,"about_ca_topic_score_gemma":0.00030321442,"teacher_disagreement_score":0.66918945,"about_ca_system_score_codex":0.00007792321,"about_ca_system_score_gemma":0.000111135625,"threshold_uncertainty_score":0.45150506},"labels":[],"label_agreement":null},{"id":"W2986061556","doi":"10.1145/3311957.3359463","title":"(In)visible Choices: Articulation Work and the Rise in US Maternal Mortality","year":2019,"lang":"en","type":"article","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Childbirth; Public health; Health care; Work (physics); Maternal death; Statistic; Maternal health; Medicine; Nursing; Public relations; Political science; Environmental health; Population; Pregnancy; Health services","score_opus":0.15033391737252408,"score_gpt":0.5169828029920267,"score_spread":0.3666488856195026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986061556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670928,0.00008680936,0.00016965036,0.0061145592,0.00006229522,0.00024647755,3.492654e-7,0.000006357776,0.026220698],"genre_scores_gemma":[0.9965469,0.0001123729,0.00067202066,0.00014325908,0.000033592154,0.000009558076,1.1784958e-7,0.0000020737048,0.0024800866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99726856,0.001981401,0.00013446211,0.000111038215,0.00031443438,0.0001901227],"domain_scores_gemma":[0.9987406,0.001071159,0.000028193997,0.00008343516,0.000034075325,0.000042520565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011151518,0.000037186073,0.000094413466,0.000036726655,0.00007981003,0.000087470646,0.00008499055,0.000049681723,0.00037982894],"category_scores_gemma":[0.00056770304,0.000022490593,0.000018421402,0.00029609684,0.00040684102,0.00022069227,0.000028342143,0.00016083647,0.00003148471],"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":[0.000025870631,0.000008989162,0.77650255,0.000008432222,0.0000026292546,8.482887e-7,0.008058929,0.000023800618,0.000010653386,0.21478492,0.000013584695,0.0005587784],"study_design_scores_gemma":[0.00049876317,0.0000066583198,0.91094273,0.000019143683,0.0000012457925,3.4979138e-8,0.0023359768,0.00053758465,0.00002431345,0.081987515,0.0036015175,0.000044483742],"about_ca_topic_score_codex":0.02789379,"about_ca_topic_score_gemma":0.0136473365,"teacher_disagreement_score":0.1344402,"about_ca_system_score_codex":0.00003512376,"about_ca_system_score_gemma":0.000048543883,"threshold_uncertainty_score":0.9785795},"labels":[],"label_agreement":null},{"id":"W2986294113","doi":"","title":"From the Editors: The First Issue","year":2010,"lang":"en","type":"article","venue":"Journal of undergraduate research in Alberta","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Geography","score_opus":0.18526324317906956,"score_gpt":0.5355137976272175,"score_spread":0.35025055444814795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986294113","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":[0.007254032,0.00018247134,0.00006878533,0.9793253,0.0029831494,0.00023458211,0.0000026288171,0.0000029074647,0.009946165],"genre_scores_gemma":[0.9502174,0.0021231852,0.0011788018,0.0005555861,0.041975733,0.000015343896,7.893298e-7,0.000023950699,0.0039091697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98860776,0.007153076,0.00047688914,0.00017009352,0.0028521915,0.0007400083],"domain_scores_gemma":[0.9427924,0.055317137,0.0001969251,0.00040242684,0.0010174951,0.0002735814],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05063713,0.0001030805,0.00021528636,0.0001693988,0.001449087,0.0004439418,0.0018480803,0.000175727,0.0001228796],"category_scores_gemma":[0.028949456,0.000051154842,0.00014234782,0.0011212766,0.0031002683,0.00035501877,0.00019223739,0.004606949,0.00011503023],"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":[0.000116044874,0.00017862211,0.0035405685,0.000016293294,0.00009419249,0.000045158286,0.041978426,0.000008774401,0.0003033671,0.350533,0.5947999,0.008385653],"study_design_scores_gemma":[0.00015909852,0.000050056376,0.00030328368,0.000055017663,0.0000026692703,0.0000017933761,0.005838998,0.000025329677,0.000033935245,0.4084497,0.58503747,0.000042636242],"about_ca_topic_score_codex":0.11864618,"about_ca_topic_score_gemma":0.16280285,"teacher_disagreement_score":0.9787697,"about_ca_system_score_codex":0.0001589761,"about_ca_system_score_gemma":0.0013154523,"threshold_uncertainty_score":0.99985087},"labels":[],"label_agreement":null},{"id":"W2988510381","doi":"10.33524/cjar.v20i1.446","title":"Institutional Review Boards in Qualitative Research: Has it Gone Overboard?","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autoethnography; Qualitative research; Action research; Action (physics); Engineering ethics; Research ethics; Human research; Participatory action research; Sociology; Public relations; Political science; Engineering; Social science; Pedagogy","score_opus":0.8934515751757169,"score_gpt":0.7347075313261835,"score_spread":0.15874404384953344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988510381","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":[0.06602837,0.012193965,0.000118571465,0.797335,0.00079705485,0.0013745304,0.000027967493,0.0000063821253,0.12211815],"genre_scores_gemma":[0.97057176,0.016423145,0.0007090469,0.0010738013,0.00063673366,0.000028866889,0.000002752568,0.000019399433,0.010534511],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9546181,0.03954058,0.00054840744,0.00019929519,0.004017267,0.0010763548],"domain_scores_gemma":[0.9846646,0.009281075,0.00015327349,0.0002870861,0.0047298213,0.00088411855],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.22551286,0.000091103524,0.00029678695,0.0012028235,0.0026506602,0.00037709766,0.0009341355,0.00016449206,0.0023606936],"category_scores_gemma":[0.033633407,0.0000669632,0.00012289447,0.0027753825,0.0055519985,0.0005782223,0.000054413034,0.004296257,0.00036867955],"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":[0.00021109299,0.000081469036,0.0006573347,0.0005822397,0.00010093044,0.00015302985,0.27244535,0.000057460973,0.0003166072,0.5076186,0.20258524,0.01519062],"study_design_scores_gemma":[0.0002906358,0.00022040875,0.0010614197,0.0014020256,0.0000031663901,0.000009850161,0.11509302,0.000011569354,0.00003637978,0.052704733,0.82907724,0.0000895436],"about_ca_topic_score_codex":0.2588085,"about_ca_topic_score_gemma":0.6219489,"teacher_disagreement_score":0.9045434,"about_ca_system_score_codex":0.0027853933,"about_ca_system_score_gemma":0.028827028,"threshold_uncertainty_score":0.99864775},"labels":[],"label_agreement":null},{"id":"W2988677880","doi":"10.1093/eurpub/ckz185.764","title":"Structural and ethical challenges in participatory research with migrant and minority groups","year":2019,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Participatory action research; Public relations; Empowerment; Agency (philosophy); Context (archaeology); Citizen journalism; Sociology; Political science; Social science; Law","score_opus":0.7867704401278212,"score_gpt":0.5917003036250648,"score_spread":0.1950701365027564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988677880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83559257,0.004005635,0.000090916925,0.15690373,0.000053646458,0.00012322832,0.0000010686855,0.0000039827482,0.0032252446],"genre_scores_gemma":[0.99299234,0.0048684888,0.0016533337,0.0002581221,0.0001759408,5.135729e-7,1.34824e-7,0.000007980458,0.000043149914],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9094725,0.08756276,0.0004991485,0.0002348412,0.0013940224,0.0008367189],"domain_scores_gemma":[0.99650633,0.0020858734,0.00014924438,0.00009761742,0.0004284514,0.000732454],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2128976,0.000068599205,0.00024219819,0.0002323571,0.0003067099,0.00012233751,0.00019079259,0.0000565696,0.000026422942],"category_scores_gemma":[0.003618758,0.000047875987,0.000019592493,0.00026846098,0.0011501136,0.00020459254,0.000068987036,0.0020601735,0.0000033399717],"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":[0.00005799465,0.00004931294,0.07034706,0.0003374211,0.000026182057,0.00012049792,0.40271124,5.7919146e-7,0.000021528183,0.21871722,0.00020086343,0.3074101],"study_design_scores_gemma":[0.00107201,0.0019411646,0.82066065,0.00020539167,0.0000016323737,0.000031331943,0.11944478,0.0000369227,7.5065793e-7,0.0054680523,0.051011685,0.00012564566],"about_ca_topic_score_codex":0.0005121268,"about_ca_topic_score_gemma":0.0019147772,"teacher_disagreement_score":0.7503136,"about_ca_system_score_codex":0.00010823037,"about_ca_system_score_gemma":0.001058181,"threshold_uncertainty_score":0.89505434},"labels":[],"label_agreement":null},{"id":"W2990189621","doi":"10.1007/s40037-019-00550-7","title":"Beyond the default colon: Effective use of quotes in qualitative research","year":2019,"lang":"en","type":"editorial","venue":"Perspectives on Medical Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":215,"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":"Qualitative research; Medical education; Computer science; Medicine; Psychology; Data science; Sociology","score_opus":0.20485896722376584,"score_gpt":0.6592598544771511,"score_spread":0.45440088725338523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990189621","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":[0.020653367,0.006536605,0.00035048128,0.113848925,0.80154216,0.0076545174,0.00028488613,0.00007208797,0.04905698],"genre_scores_gemma":[0.054711513,0.017286636,0.0024549225,0.00061305467,0.9065666,0.0023456654,0.0002636689,0.00016511048,0.015592785],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94336426,0.047455557,0.0005215763,0.00074825605,0.0072257463,0.00068462867],"domain_scores_gemma":[0.7320147,0.26057342,0.00041436244,0.0006623029,0.005896046,0.00043919156],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.069812655,0.00024877896,0.00060377305,0.0006482633,0.0005680325,0.0001553629,0.00094409066,0.001414076,0.00036485455],"category_scores_gemma":[0.5415315,0.000180957,0.00016943707,0.001649299,0.006554621,0.00026378562,0.00014442168,0.0058294116,0.000081854356],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014989854,0.00047995872,0.000010979064,0.00008890626,0.000038714592,8.475264e-7,0.48474145,9.1823597e-7,0.0000023659754,0.110057764,0.39794198,0.006486229],"study_design_scores_gemma":[0.00023323082,0.00038378985,0.00017503231,0.0005369426,0.000009969766,5.3447085e-8,0.592201,0.00001154807,0.0000058158244,0.04854691,0.35774744,0.00014828486],"about_ca_topic_score_codex":0.03421771,"about_ca_topic_score_gemma":0.0073186657,"teacher_disagreement_score":0.47171882,"about_ca_system_score_codex":0.0019769694,"about_ca_system_score_gemma":0.020267203,"threshold_uncertainty_score":0.9998823},"labels":[],"label_agreement":null},{"id":"W299063899","doi":"","title":"Legal, Ethical and Clinical Implications of Doing Field Work with Youth Gang Members Who Engage in Serious Violence","year":2001,"lang":"en","type":"article","venue":"Journal of gang research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Criminology; Poison control; Suicide prevention; Legislation; Confidentiality; Welfare; Mental health; Intervention (counseling); Neglect; Occupational safety and health; Domestic violence; Psychology; Qualitative research; Psychiatry; Medicine; Sociology; Political science; Medical emergency; Law","score_opus":0.3477361475250753,"score_gpt":0.6152517645840632,"score_spread":0.26751561705898785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W299063899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93360364,0.0004063672,0.00143498,0.05723679,0.00004159464,0.00019548902,0.0000020083728,0.0000046160562,0.0070744874],"genre_scores_gemma":[0.98692614,0.0067182034,0.0057710293,0.00023499897,0.00018919923,0.0000025997215,1.9087557e-7,0.000008661487,0.00014897535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99016535,0.0073171593,0.0005545667,0.00016680163,0.0013341835,0.00046191603],"domain_scores_gemma":[0.9844427,0.013876999,0.00017889889,0.0001550535,0.0010348269,0.00031151646],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05635308,0.000067801186,0.00029953406,0.000290253,0.00040295528,0.00010645436,0.0003781242,0.00027874912,0.000044074877],"category_scores_gemma":[0.014813577,0.00005095711,0.0000734229,0.0011957302,0.001514924,0.00021453781,0.000090706504,0.004263863,0.0000013293944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017330559,0.0005384974,0.52011853,0.00018227086,0.00017370927,0.00039113406,0.12974451,0.000048030164,0.00061603007,0.08697983,0.00263045,0.25684392],"study_design_scores_gemma":[0.0049321465,0.006758591,0.41934717,0.008754136,0.00008782173,0.0001212381,0.41756508,0.00012584898,0.0006818218,0.08069547,0.060109828,0.00082086434],"about_ca_topic_score_codex":0.0020779106,"about_ca_topic_score_gemma":0.0027152488,"teacher_disagreement_score":0.28782055,"about_ca_system_score_codex":0.00009582389,"about_ca_system_score_gemma":0.00089381385,"threshold_uncertainty_score":0.99803334},"labels":[],"label_agreement":null},{"id":"W2991291762","doi":"10.1007/978-3-319-76040-7_68-1","title":"Sociology and Ethics","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Memorial University of Newfoundland","funders":"","keywords":"Sociology; Agency (philosophy); Reflexivity; Hegemony; Research ethics; Power (physics); Confidentiality; Social science; Political science; Public relations; Engineering ethics; Politics; Law","score_opus":0.5116373480819614,"score_gpt":0.5957808083255904,"score_spread":0.08414346024362906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991291762","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":[0.0000048260404,0.0009116913,0.0008817049,0.031687725,0.00018300189,0.00016698384,0.000009736641,0.000031250416,0.9661231],"genre_scores_gemma":[0.000092237315,0.009095065,0.0037408292,0.0015252873,0.00024872317,0.0000013522932,0.00000402957,0.000016871529,0.9852756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775475,0.001125267,0.00013657121,0.00024332535,0.00048970734,0.00025038546],"domain_scores_gemma":[0.9916808,0.007752655,0.00006764275,0.0001266232,0.00024972198,0.00012253254],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011301854,0.00011324247,0.00025175945,0.000059214475,0.0003939176,0.000037395315,0.00015300099,0.0014728372,0.002945025],"category_scores_gemma":[0.0022492036,0.00009591982,0.00006682409,0.0000092784585,0.004154129,0.0000431278,0.0000927878,0.002029346,0.00041407987],"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":[0.0000021854917,0.000001082652,0.0000045145434,0.000036386773,0.000021140117,0.0000014397745,0.030969797,1.2530042e-8,0.0000016349964,0.9613541,0.0029537485,0.0046539637],"study_design_scores_gemma":[0.00002408028,0.000020624306,0.0000035850258,0.000016819073,0.0000036383985,9.158332e-8,0.0014173292,4.828673e-7,2.222379e-7,0.48113084,0.51731074,0.00007154144],"about_ca_topic_score_codex":0.00044193724,"about_ca_topic_score_gemma":0.0010048058,"teacher_disagreement_score":0.514357,"about_ca_system_score_codex":0.000056132907,"about_ca_system_score_gemma":0.0012253706,"threshold_uncertainty_score":0.99982345},"labels":[],"label_agreement":null},{"id":"W2992847336","doi":"10.37119/ojs2016.v22i2.314","title":"Becoming Unsettled Again and Again: Thinking With/in and Against Autobiographical Writing","year":2016,"lang":"en","type":"article","venue":"in education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Regina","funders":"","keywords":"Plural; Subjectivity; Personhood; Identity (music); Epistemology; Context (archaeology); Self; Sociology; Process (computing); Humanism; Psychology; Aesthetics; Linguistics; Philosophy; Computer science; History","score_opus":0.08699289983549963,"score_gpt":0.46719245648897284,"score_spread":0.3801995566534732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992847336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670765,0.000588391,0.00041369523,0.028549455,0.00006485528,0.00016052849,0.000001043,0.0000147139035,0.0031308623],"genre_scores_gemma":[0.9907555,0.0009116231,0.007859174,0.00028705085,0.000088169916,0.000023578625,0.0000011387857,0.0000059806093,0.00006777972],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980774,0.0011285507,0.00015345562,0.00019190932,0.00021310779,0.00023561032],"domain_scores_gemma":[0.9976742,0.0020757115,0.000045996116,0.000061869854,0.00006240606,0.00007977791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006479106,0.00005907569,0.00009709646,0.00021181395,0.00024251032,0.00007823598,0.00006745646,0.00008638998,0.000005519571],"category_scores_gemma":[0.0015877254,0.00004368308,0.000010875311,0.0003606791,0.0004942005,0.00022017141,0.000021832719,0.00017788047,7.992925e-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":[0.00001688077,0.00007571439,0.23325607,0.000035440582,0.0000048101083,0.0000028998643,0.13032097,3.2610293e-7,0.0009847063,0.1008589,0.000045659926,0.5343976],"study_design_scores_gemma":[0.00096856174,0.00007497784,0.35329425,0.0017718234,0.0000041012077,0.000001644623,0.22792524,0.000097154945,0.00011365535,0.41010323,0.00529642,0.0003489391],"about_ca_topic_score_codex":0.00095609564,"about_ca_topic_score_gemma":0.0038508628,"teacher_disagreement_score":0.5340487,"about_ca_system_score_codex":0.00009403364,"about_ca_system_score_gemma":0.0003113276,"threshold_uncertainty_score":0.22455418},"labels":[],"label_agreement":null},{"id":"W2994926365","doi":"10.1111/anhu.12258","title":"Forbidden Fieldwork: The Affair as Research Method","year":2019,"lang":"en","type":"article","venue":"Anthropology & Humanism","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Silence; Credibility; Field (mathematics); Action research; Sociology; Action (physics); Field research; Reflection (computer programming); Grounded theory; Psychoanalysis; Epistemology; Psychology; Media studies; Pedagogy; Qualitative research; Social science; Aesthetics; Art; Philosophy","score_opus":0.3259141282514754,"score_gpt":0.6619466885805833,"score_spread":0.33603256032910783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994926365","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":[0.035109278,0.0009206414,0.0057539167,0.22278969,0.0013556739,0.0009184253,0.000003865577,0.00009816647,0.73305035],"genre_scores_gemma":[0.90780234,0.0016090886,0.009964247,0.0020086062,0.0008891691,0.00006576706,0.0000032631297,0.000030773503,0.077626735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98617357,0.011375447,0.00020832701,0.00037776455,0.000921293,0.0009435867],"domain_scores_gemma":[0.9894071,0.009532116,0.000060312876,0.00048096344,0.00038961114,0.00012985535],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.027065922,0.00011033254,0.00022532929,0.000119808865,0.0030083263,0.00011925634,0.0008590032,0.00033414672,0.01580971],"category_scores_gemma":[0.0025793493,0.00007727865,0.00011037929,0.0003868655,0.0067870147,0.00015810269,0.00027274442,0.0013530222,0.0023700309],"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":[0.000012574111,0.000029429395,0.00021434762,0.000008157768,0.000029515422,0.000008990937,0.053863574,2.7874916e-7,0.00022227089,0.9275086,0.009710566,0.008391717],"study_design_scores_gemma":[0.00011908676,0.0002176398,0.00019079821,0.0000102559725,0.000004582972,0.0000019803201,0.16034523,0.000008322587,0.00034021353,0.4094633,0.42921174,0.00008688183],"about_ca_topic_score_codex":0.016445529,"about_ca_topic_score_gemma":0.007032506,"teacher_disagreement_score":0.87269306,"about_ca_system_score_codex":0.00009362484,"about_ca_system_score_gemma":0.00050786056,"threshold_uncertainty_score":0.99840677},"labels":[],"label_agreement":null},{"id":"W2995695399","doi":"10.1215/15366936-7789739","title":"Listening in Arabic","year":2019,"lang":"en","type":"article","venue":"Meridians","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Sociology; Active listening; Citizenship; Participatory action research; Narrative; Action research; Arabic; Citizen journalism; Pedagogy; Gender studies; Linguistics; Political science; Communication","score_opus":0.09290049862870316,"score_gpt":0.5028525108051259,"score_spread":0.4099520121764228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995695399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58225197,0.0001621355,0.00056912703,0.010601018,0.00023212249,0.00018405242,0.0000018661434,0.000030719504,0.40596697],"genre_scores_gemma":[0.98866886,0.0001517655,0.0026759333,0.00025688365,0.00008475449,0.000008394226,7.1048277e-7,0.0000065764775,0.008146132],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982636,0.0010050369,0.000085763255,0.000113039176,0.00025901257,0.0002735805],"domain_scores_gemma":[0.999189,0.0006005423,0.000018218916,0.00008522294,0.00003730871,0.00006970863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040971544,0.00003631056,0.00008930604,0.000059519254,0.00009826987,0.000033292996,0.00012575653,0.00005321277,0.0005033131],"category_scores_gemma":[0.0008973171,0.00003428296,0.000029711617,0.00028903494,0.00019681045,0.00010746579,0.000015606613,0.00019944347,0.00037391984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019759462,0.00005812446,0.08098066,0.00005473241,0.000011806401,0.000023027986,0.30003473,0.00003654634,0.0041942,0.5569944,0.0006026236,0.05698942],"study_design_scores_gemma":[0.0004264208,0.00010262564,0.025827466,0.000095040654,0.0000025061704,3.9674632e-7,0.086731814,0.00018412438,0.0003497076,0.04964593,0.8363403,0.00029365547],"about_ca_topic_score_codex":0.004807509,"about_ca_topic_score_gemma":0.0030991028,"teacher_disagreement_score":0.8357377,"about_ca_system_score_codex":0.00005867214,"about_ca_system_score_gemma":0.00016456834,"threshold_uncertainty_score":0.7267547},"labels":[],"label_agreement":null},{"id":"W2996007819","doi":"10.1097/acm.0000000000003101","title":"The Spectrum of Inductive and Deductive Research Approaches Using Quantitative and Qualitative Data","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Wilson Centre; McGill University; University Health Network","funders":"","keywords":"Spectrum (functional analysis); Inductive reasoning; Qualitative research; Computer science; Psychology; Artificial intelligence; Sociology; Physics; Social science","score_opus":0.932122821933371,"score_gpt":0.7254015002324353,"score_spread":0.2067213217009357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996007819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9303802,0.010045901,0.002019308,0.049544614,0.00017499413,0.0009309801,0.00002527866,0.000011197538,0.006867473],"genre_scores_gemma":[0.98640937,0.008078212,0.0044125244,0.00004970536,0.00028265867,0.000009956016,0.0000053924355,0.000014481634,0.0007377323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9862893,0.011160535,0.00036061485,0.000468643,0.0012246402,0.0004962656],"domain_scores_gemma":[0.9718042,0.027136087,0.00019334679,0.00033868002,0.00035014126,0.00017754892],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.065568656,0.000114084905,0.00033555174,0.00017444028,0.0007660511,0.000019454787,0.0005855566,0.00020048558,0.000024201032],"category_scores_gemma":[0.025444632,0.00007113185,0.000011846502,0.00074389606,0.011081377,0.0004211,0.0004709494,0.0016477347,0.0000032884786],"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":[0.000057294747,0.0000028837858,0.00046158666,0.000034419274,0.00004515788,3.2336047e-7,0.4677925,2.469423e-7,0.00077078573,0.52906305,0.0001489783,0.0016227469],"study_design_scores_gemma":[0.00022159592,0.00019053242,0.00034387896,0.00013962238,0.000012074279,9.0065123e-7,0.69413155,0.00040921138,0.00009070332,0.3020379,0.0023580429,0.00006399243],"about_ca_topic_score_codex":0.0061291642,"about_ca_topic_score_gemma":0.00035574872,"teacher_disagreement_score":0.22702515,"about_ca_system_score_codex":0.00007989044,"about_ca_system_score_gemma":0.0004362697,"threshold_uncertainty_score":0.9916099},"labels":[],"label_agreement":null},{"id":"W2996617870","doi":"10.1177/1049732319889354","title":"“Everything Is Perfect, and We Have No Problems”: Detecting and Limiting Social Desirability Bias in Qualitative Research","year":2019,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1479,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research; International Development Research Centre","keywords":"Social desirability bias; Debriefing; Psychology; Social desirability; Social psychology; Qualitative research; Response bias; Social research; Empirical research; Applied psychology; Sociology; Epistemology; Social science","score_opus":0.9039530759697815,"score_gpt":0.7451787602005754,"score_spread":0.1587743157692061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996617870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8956492,0.0028863181,0.00032784534,0.084134184,0.00010021754,0.003726189,0.00005711364,0.0000667543,0.013052185],"genre_scores_gemma":[0.9808832,0.0033511142,0.011569223,0.0004353195,0.0003070501,0.00032676756,0.0000056878325,0.00007026496,0.0030514204],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7212313,0.2653166,0.002047404,0.001788845,0.0056881993,0.003927653],"domain_scores_gemma":[0.8442885,0.14793836,0.0007252962,0.0004679738,0.0054725595,0.0011072636],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.52995276,0.00033746506,0.0010260163,0.0013860763,0.0056390837,0.00062261487,0.00051540276,0.0004828314,0.00017005156],"category_scores_gemma":[0.14291172,0.00032674405,0.00011428814,0.0028048088,0.0069278986,0.00088934356,0.0006800594,0.0063127084,0.000134619],"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":[0.00018651914,0.000109380046,0.0045321747,0.0022555753,0.00002705102,0.0000040362506,0.9033715,4.1927115e-7,0.00020288098,0.069039226,0.0006231384,0.019648086],"study_design_scores_gemma":[0.0007378023,0.0009848464,0.0027954609,0.00078367436,0.0000014277223,8.539127e-7,0.852245,0.00036643638,0.000053280575,0.1347958,0.0069369036,0.00029855053],"about_ca_topic_score_codex":0.04276766,"about_ca_topic_score_gemma":0.01049537,"teacher_disagreement_score":0.38704106,"about_ca_system_score_codex":0.0017751089,"about_ca_system_score_gemma":0.0034545704,"threshold_uncertainty_score":0.99991846},"labels":[],"label_agreement":null},{"id":"W2997457599","doi":"10.19181/inter.2019.20.1","title":"Tales from the field: reflections on four decades of ethnography","year":2019,"lang":"en","type":"article","venue":"Inter","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"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":"York University","keywords":"Objectivity (philosophy); Ethnography; Legitimation; Sociology; Mainstream; Discipline; Field (mathematics); Qualitative research; Epistemology; Hegemony; Politics; Engineering ethics; Social science; Political science; Anthropology; Law","score_opus":0.3975453996986899,"score_gpt":0.6145662932444511,"score_spread":0.2170208935457612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997457599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6825803,0.00013728479,0.0042335507,0.07644529,0.00055814843,0.00021028708,0.000019156148,0.000026235515,0.23578976],"genre_scores_gemma":[0.99478215,0.00006746884,0.0019987847,0.0015930359,0.000113835515,0.0000053023937,4.813323e-7,0.0000029749092,0.0014359914],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986448,0.000882788,0.00007746534,0.00007823818,0.0002119689,0.00010472953],"domain_scores_gemma":[0.99369013,0.006063513,0.000028711316,0.000115568306,0.000076486904,0.000025559164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015107789,0.000031325926,0.000059333728,0.000034632823,0.00012579652,0.00002431877,0.00017988485,0.00006402931,0.0005681971],"category_scores_gemma":[0.0015216217,0.000019117657,0.000072076895,0.00016075325,0.0002958746,0.000044999924,0.00002391553,0.00023860477,0.000072376555],"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":[0.00011801378,0.00009044341,0.03238037,0.000017382688,0.00016309839,0.000001481722,0.3005622,0.0000027793312,0.005507385,0.5619785,0.04201839,0.05715993],"study_design_scores_gemma":[0.00013799143,0.00025586467,0.007001793,0.00013190036,0.0000068596532,4.723873e-8,0.062028155,0.000008102922,0.0037723333,0.2106534,0.7159097,0.00009384507],"about_ca_topic_score_codex":0.0043483768,"about_ca_topic_score_gemma":0.0035345142,"teacher_disagreement_score":0.6738913,"about_ca_system_score_codex":0.000009486431,"about_ca_system_score_gemma":0.000035175974,"threshold_uncertainty_score":0.65734744},"labels":[],"label_agreement":null},{"id":"W2997912072","doi":"10.21446/scg_ufrj.v14i4.31345","title":"STAYING TRUE TO CONTEXT","year":2020,"lang":"pt","type":"article","venue":"Sociedade Contabilidade e Gestão","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":17,"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":"","keywords":"Humanities; Context (archaeology); Praxeology; Philosophy; Epistemology","score_opus":0.35653530643886794,"score_gpt":0.49649843995455956,"score_spread":0.13996313351569162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997912072","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":[0.16654888,0.0043889964,0.015346603,0.7897813,0.0016791314,0.003299962,0.00033907613,0.00046342812,0.018152652],"genre_scores_gemma":[0.96179706,0.0004483076,0.0018402523,0.02636068,0.001762292,0.00011392433,0.000011125292,0.0001124715,0.0075539127],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98718214,0.006381767,0.0010129386,0.0013700597,0.002075481,0.0019775876],"domain_scores_gemma":[0.9905968,0.0050900616,0.00029746324,0.00053925114,0.0007339854,0.0027424763],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008952606,0.00060320867,0.0011012844,0.00011508641,0.001544477,0.00065669045,0.0013385365,0.00077139155,0.0025853252],"category_scores_gemma":[0.016103806,0.0006285054,0.00062412623,0.0019452915,0.0015627629,0.0005004188,0.00053201086,0.0022041856,0.0021717823],"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":[0.00019354136,0.00013640795,0.002236987,0.0003525405,0.0002030087,0.000034981993,0.8504981,0.0000218414,0.0048866705,0.07653456,0.030686129,0.034215283],"study_design_scores_gemma":[0.0010121175,0.00077681005,0.001303605,0.0001610496,0.00007150105,8.042276e-7,0.6074393,0.00021823084,0.0007901978,0.0032724924,0.3840652,0.0008886929],"about_ca_topic_score_codex":0.0013934047,"about_ca_topic_score_gemma":0.0011072695,"teacher_disagreement_score":0.79524815,"about_ca_system_score_codex":0.0006153839,"about_ca_system_score_gemma":0.0016452883,"threshold_uncertainty_score":0.9997554},"labels":[],"label_agreement":null},{"id":"W2998472877","doi":"10.1007/978-3-030-34803-8_7","title":"Making Fiction Count","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Memorial University of Newfoundland","funders":"","keywords":"Dream; Fantasy; Narrative; Morality; Literature; Covenant; Rhetoric; Appeal; Art; Aesthetics; Philosophy; Psychology; Law; Epistemology; Theology; Political science","score_opus":0.5575795123604645,"score_gpt":0.5764812172407063,"score_spread":0.018901704880241788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998472877","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":[1.3506413e-7,0.00019792884,0.009722939,0.013163264,0.00021477524,0.00015115818,0.000010785218,0.00008304658,0.976456],"genre_scores_gemma":[0.00037204282,0.0011244065,0.0068244725,0.0009251101,0.00082452456,0.0000035493583,0.000006132856,0.00002156465,0.9898982],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983492,0.0003132126,0.00015044115,0.00021408478,0.0007915175,0.00018153108],"domain_scores_gemma":[0.9987971,0.0007337595,0.00007580867,0.000092004346,0.00019205092,0.00010926965],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030405251,0.00010218859,0.00017019048,0.000048667338,0.00038324003,0.00009265834,0.00016189618,0.00032061536,0.0049534696],"category_scores_gemma":[0.00074246665,0.00009334226,0.00009694739,0.000030760988,0.0004984756,0.000066525856,0.000047941907,0.00060268363,0.00046584196],"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":[0.0000037512464,0.0000012383525,7.273702e-7,0.000020158175,0.000016688744,0.00000511616,0.0048286775,1.2934093e-7,0.0000022559905,0.96277744,0.020680616,0.011663221],"study_design_scores_gemma":[0.00001726203,0.000016683032,0.0000010028128,0.000042506334,0.0000050535314,6.631766e-8,0.00109413,0.0000078326475,7.726125e-7,0.2884327,0.7102965,0.00008547102],"about_ca_topic_score_codex":0.0002685045,"about_ca_topic_score_gemma":0.00046530637,"teacher_disagreement_score":0.6896159,"about_ca_system_score_codex":0.0001645552,"about_ca_system_score_gemma":0.000379105,"threshold_uncertainty_score":0.9959561},"labels":[],"label_agreement":null},{"id":"W2998763831","doi":"10.1177/1077800419898498","title":"Working With Indigenous Elders in Narrative Inquiry: Reflections and Key Considerations","year":2020,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University of Edmonton; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Alberta Centre for Child, Family and Community Research","keywords":"Indigenous; Sociology; Rhetoric; Narrative; Reciprocity (cultural anthropology); Context (archaeology); Commission; Qualitative research; Ethnography; Narrative inquiry; Pedagogy; Gender studies; Social science; Political science; Anthropology; Law; Linguistics; History","score_opus":0.63723779475283,"score_gpt":0.5902432864421518,"score_spread":0.046994508310678196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998763831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.818156,0.0010713838,0.05961596,0.099454716,0.000454804,0.0015674025,0.000014821937,0.00022307823,0.01944181],"genre_scores_gemma":[0.9651737,0.00013114105,0.032002144,0.0021117537,0.00032499712,0.00009700363,0.0000059895556,0.00002184832,0.00013139202],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98838276,0.009709592,0.00036355434,0.00045046522,0.0005785646,0.00051505986],"domain_scores_gemma":[0.9903364,0.008754409,0.00014366483,0.00011271816,0.00032569148,0.00032708872],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0061702966,0.00018046207,0.000325399,0.00019141071,0.0013615023,0.00018220539,0.00012087261,0.00015989637,0.00012367612],"category_scores_gemma":[0.0094764205,0.00016445453,0.000040593797,0.0011099763,0.004093481,0.00043408625,0.000041642317,0.0007354016,0.000013851427],"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":[0.000060971928,0.00003458546,0.000624864,0.000017396374,0.000036351557,0.000017542212,0.8628928,0.000022096603,0.00018439225,0.13524851,0.0004211454,0.00043934307],"study_design_scores_gemma":[0.00044508895,0.00037112975,0.0003466369,0.00006730791,0.000007698702,0.0000011529144,0.93995184,0.00000938669,0.00007306806,0.05324398,0.005258053,0.00022466033],"about_ca_topic_score_codex":0.0016132653,"about_ca_topic_score_gemma":0.01172607,"teacher_disagreement_score":0.1470177,"about_ca_system_score_codex":0.00016829338,"about_ca_system_score_gemma":0.00080218684,"threshold_uncertainty_score":0.9999386},"labels":[],"label_agreement":null},{"id":"W2998915702","doi":"10.7748/nr.2020.e1665","title":"Ethical challenges in accessing participants at a research site","year":2020,"lang":"en","type":"article","venue":"Nurse Researcher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"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":"Snowball sampling; Confidentiality; Anonymity; Qualitative research; Public relations; Psychology; Teamwork; Informed consent; Health care; Medical education; Medicine; Sociology; Political science","score_opus":0.9165812105440636,"score_gpt":0.7134200849396086,"score_spread":0.20316112560445498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998915702","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":[0.25120124,0.0030269932,0.0000491247,0.6090606,0.000050566006,0.00057338126,0.000008069609,0.00007449217,0.13595556],"genre_scores_gemma":[0.9894345,0.0052816765,0.0012862731,0.00070022995,0.0005440775,0.00011710233,0.0000029207656,0.000038646278,0.0025945897],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9619019,0.031134967,0.00033638225,0.0006653343,0.003817816,0.0021436217],"domain_scores_gemma":[0.9894719,0.008326316,0.000037463204,0.00029049366,0.0006712401,0.001202562],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.067781284,0.00012631626,0.00028750233,0.00026067375,0.0009630599,0.00023360713,0.00069939555,0.00060907187,0.0014001351],"category_scores_gemma":[0.051251814,0.000114730974,0.00007704487,0.0016376823,0.0033008165,0.00027435023,0.0003714587,0.0045884843,0.00082789187],"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":[0.00062320824,0.00023926502,0.0082430085,0.00027979712,0.000033634544,0.00029680223,0.6526407,0.0000070821584,0.004113082,0.17314097,0.009183463,0.15119898],"study_design_scores_gemma":[0.0015058072,0.00050428894,0.03340325,0.00040554343,0.000006311919,8.596961e-7,0.20859383,0.0017204802,0.0010627569,0.06205244,0.6901823,0.0005621176],"about_ca_topic_score_codex":0.002217254,"about_ca_topic_score_gemma":0.008922055,"teacher_disagreement_score":0.7382332,"about_ca_system_score_codex":0.00056663284,"about_ca_system_score_gemma":0.0011390538,"threshold_uncertainty_score":0.99995005},"labels":[],"label_agreement":null},{"id":"W3000294146","doi":"10.1111/medu.14033","title":"Ethnography in health professions education: Slowing down and thinking deeply","year":2020,"lang":"en","type":"article","venue":"Medical Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":13,"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; McMaster University","funders":"","keywords":"Ethnography; Reflexivity; Sociology; Scholarship; Rigour; Epistemology; Field (mathematics); Engineering ethics; Social science; Political science; Law; Anthropology","score_opus":0.17033492040518497,"score_gpt":0.5796781481930413,"score_spread":0.40934322778785637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000294146","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":[0.03536732,0.0022266048,0.0033380692,0.9508349,0.0006241051,0.00036307162,5.6371414e-7,0.000041197036,0.0072041815],"genre_scores_gemma":[0.8472227,0.003093871,0.039074928,0.108258955,0.0015839059,0.00018657665,0.000023115397,0.00001859953,0.0005373598],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99603593,0.0025036354,0.00024179328,0.00019610891,0.0007723111,0.00025019993],"domain_scores_gemma":[0.99853957,0.00073350716,0.000063845575,0.00006764548,0.00010728413,0.00048814245],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008353453,0.00005664418,0.000119738455,0.00009958205,0.000567075,0.00005318476,0.00016655782,0.000118730844,0.0002365356],"category_scores_gemma":[0.015424184,0.000050748222,0.000024749765,0.000758136,0.0004049261,0.00016869689,0.00003991263,0.00058407895,0.000007001454],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005082169,0.00018755916,0.008176144,0.00015222796,0.0000034959216,3.0025586e-7,0.4590799,1.6338346e-7,0.0000043756327,0.13373093,0.011250744,0.3874091],"study_design_scores_gemma":[0.0002456415,0.00008178922,0.015605549,0.00092832244,0.000003421026,5.47142e-7,0.40795463,0.00017548708,0.0000043561195,0.100617394,0.4742101,0.00017275567],"about_ca_topic_score_codex":0.0040965597,"about_ca_topic_score_gemma":0.0010406596,"teacher_disagreement_score":0.8425759,"about_ca_system_score_codex":0.00008245181,"about_ca_system_score_gemma":0.01042578,"threshold_uncertainty_score":0.9951842},"labels":[],"label_agreement":null},{"id":"W3001770299","doi":"10.1080/02757206.2020.1711751","title":"Unfinished conversations: A tribute to Sonja Luehrmann (1975–2019)","year":2020,"lang":"en","type":"article","venue":"History and Anthropology","topic":"Qualitative Research Methods and Ethics","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":"Tribute; History; Art history; Art","score_opus":0.24817374940294942,"score_gpt":0.47937248320704634,"score_spread":0.23119873380409692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001770299","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":[0.012587929,0.005072202,0.03400145,0.91324943,0.0016422122,0.0005090029,0.000054893033,0.00017930647,0.03270359],"genre_scores_gemma":[0.8407517,0.0098950025,0.026161943,0.06177392,0.002476063,0.00010589293,0.000049111506,0.00006746751,0.05871887],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773,0.0013871753,0.00014314405,0.00023645216,0.00017975258,0.00032343625],"domain_scores_gemma":[0.9988809,0.0005768667,0.000043518125,0.00007494692,0.00010275856,0.00032101406],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016442623,0.00007317868,0.00018086686,0.000052791194,0.00053795543,0.000013025006,0.00013071997,0.00011932181,0.0017621891],"category_scores_gemma":[0.0019402009,0.000073293326,0.000036969643,0.00015050177,0.0032743567,0.00010365632,0.000048997674,0.00023866931,0.00017905567],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007931748,0.000038191265,0.00040419158,0.00003163459,0.000024818635,0.000016722097,0.20154576,7.7050106e-7,0.0005105069,0.50092036,0.29010695,0.0063207718],"study_design_scores_gemma":[0.00019522903,0.00019228004,0.00013051847,0.000004486112,0.000006225279,4.792412e-7,0.025931206,0.000017277081,0.00002436839,0.0033752401,0.97002745,0.00009525566],"about_ca_topic_score_codex":0.0021700803,"about_ca_topic_score_gemma":0.00070432835,"teacher_disagreement_score":0.8514755,"about_ca_system_score_codex":0.00013005776,"about_ca_system_score_gemma":0.00042520932,"threshold_uncertainty_score":0.99943817},"labels":[],"label_agreement":null},{"id":"W3002506915","doi":"10.1177/1609406919898921","title":"Applying Intersectionality With Constructive Grounded Theory as an Innovative Research Approach for Studying Complex Populations: Demonstrating Congruency","year":2020,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University; University of Victoria","funders":"","keywords":"Operationalization; Intersectionality; Reflexivity; Conceptualization; Oppression; Sociology; Qualitative research; Grounded theory; Epistemology; Social psychology; Psychology; Computer science; Social science; Political science; Gender studies","score_opus":0.9342455793208054,"score_gpt":0.7539907045564994,"score_spread":0.18025487476430602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002506915","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029358523,0.000085641615,0.9538679,0.0051593096,0.00028966906,0.0011577699,0.000059673403,0.000027598046,0.0099938745],"genre_scores_gemma":[0.37006631,0.000009904789,0.6287794,0.00043961807,0.0005047157,0.0001355364,0.000019590736,0.00001906966,0.000025856601],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9356336,0.05994056,0.0011200703,0.00044208614,0.0023933584,0.000470312],"domain_scores_gemma":[0.95757955,0.024637815,0.0010374197,0.00012241254,0.016250579,0.000372223],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.109045245,0.00021932699,0.0005361042,0.0004995864,0.0009811014,0.00037490364,0.00090491836,0.00013714867,0.00010614212],"category_scores_gemma":[0.044717863,0.00018295796,0.0001606062,0.001352876,0.0033062906,0.0013150898,0.000114869035,0.0013354615,0.000001524145],"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":[0.0011795792,0.00012981525,0.0003751429,0.000026715028,0.0004531046,0.00000602972,0.3574074,0.000053476182,0.0012470969,0.59965116,0.000037871614,0.03943264],"study_design_scores_gemma":[0.00085583795,0.00079663534,0.0003623743,0.00006428041,0.000016093561,0.0000134199345,0.57629085,0.00047268774,0.00022760245,0.4192792,0.001459603,0.00016143253],"about_ca_topic_score_codex":0.00060387765,"about_ca_topic_score_gemma":0.00007133533,"teacher_disagreement_score":0.34070778,"about_ca_system_score_codex":0.0005496825,"about_ca_system_score_gemma":0.0015138767,"threshold_uncertainty_score":0.99940616},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3003143870","doi":"10.3917/jibes.304.0091","title":"Chapitre 4. How Artistic Transgressive Posture May Challenge Research Ethics Norms","year":2020,"lang":"fr","type":"article","venue":"Journal international de bioéthique et d'éthique des sciences","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Université de Montréal","funders":"","keywords":"Transgressive; Psychology; Social psychology; Geology","score_opus":0.6744226696649751,"score_gpt":0.6094760140430235,"score_spread":0.06494665562195157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003143870","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":[0.015247476,0.012177636,0.02590747,0.90504384,0.0024007678,0.0003976903,0.00015952592,0.000057301586,0.038608298],"genre_scores_gemma":[0.81443465,0.098072596,0.04272144,0.02316219,0.006353508,0.000049244387,0.0000124686085,0.00007324327,0.01512068],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9662274,0.025219899,0.0007735625,0.000915771,0.00510323,0.0017601028],"domain_scores_gemma":[0.98056465,0.011935375,0.00056642725,0.00020399019,0.005108887,0.0016206611],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.07496038,0.00045307152,0.00053047074,0.0005242949,0.004707325,0.0027815206,0.0028411997,0.0014955561,0.0013423663],"category_scores_gemma":[0.04733258,0.00038576272,0.00042655686,0.0020394567,0.022917813,0.0023674832,0.0003489454,0.013478967,0.00017921659],"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":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010602817,0.00019782454,0.0005319847,0.00022556633,0.00013991403,0.00047426167,0.22344105,0.00013045933,0.0013245441,0.75997967,0.00678843,0.006660265],"study_design_scores_gemma":[0.00051688537,0.0019236095,0.0011956157,0.0016084409,0.00003332429,0.00029394738,0.08750444,0.0037093475,0.0006518863,0.5973777,0.30453855,0.0006462559],"about_ca_topic_score_codex":0.0015883556,"about_ca_topic_score_gemma":0.002746406,"teacher_disagreement_score":0.88188165,"about_ca_system_score_codex":0.0013440659,"about_ca_system_score_gemma":0.006361987,"threshold_uncertainty_score":0.99985945},"labels":[],"label_agreement":null},{"id":"W3006658640","doi":"10.1177/0190272519883910","title":"The Affective Self: Perseverance of Self-Sentiments in Late-Life Dementia","year":2020,"lang":"en","type":"article","venue":"Social Psychology Quarterly","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"AGE-WELL; Cleveland State University; Alzheimer's Association","keywords":"Psychology; Construct (python library); Cognition; Dementia; Self; Agency (philosophy); Psychology of self; Social psychology; Affect (linguistics); Personal construct theory; Sense of agency; Cognitive psychology; Developmental psychology; Sociology","score_opus":0.11267493105335091,"score_gpt":0.5024810315998672,"score_spread":0.3898061005465163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006658640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8732004,0.0005175191,0.0010753538,0.094841644,0.0006070238,0.00072761544,0.000014981522,0.00011094615,0.028904503],"genre_scores_gemma":[0.9971199,0.000150396,0.0010827956,0.001299444,0.00024585557,0.0000287421,0.0000010982001,0.000010919415,0.00006087202],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9936513,0.0048485147,0.0002984272,0.00028321095,0.00044661944,0.00047198372],"domain_scores_gemma":[0.9986211,0.00083730894,0.00014913874,0.00010067823,0.00015221963,0.00013952127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040881457,0.000105282874,0.00023448761,0.000039859046,0.000699692,0.000037927424,0.00037635665,0.00020181063,0.00007012575],"category_scores_gemma":[0.00037160824,0.00009107924,0.000112744434,0.00051472255,0.00091476156,0.00012812307,0.000017188975,0.00045830524,0.00005935792],"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":[0.00014187783,0.00021378332,0.0061969385,0.0000270802,0.00028297256,0.0000056864565,0.92376184,4.933406e-7,0.00042887157,0.05188323,0.0032872388,0.013769987],"study_design_scores_gemma":[0.005927837,0.0027763967,0.28526747,0.000042803644,0.00013775204,3.381819e-7,0.3960326,0.00023941729,0.000056935096,0.197296,0.11137276,0.0008497047],"about_ca_topic_score_codex":0.00033728906,"about_ca_topic_score_gemma":0.00068885455,"teacher_disagreement_score":0.5277292,"about_ca_system_score_codex":0.00005192646,"about_ca_system_score_gemma":0.00021933674,"threshold_uncertainty_score":0.5381536},"labels":[],"label_agreement":null},{"id":"W3006688485","doi":"10.1177/1468794120906012","title":"Working the aporia: ethnography, embodiment and the ethnographic self","year":2020,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":15,"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","keywords":"Ethnography; Embodied cognition; Sociology; Epistemology; Scholarship; Aesthetics; Anthropology; Philosophy; Political science; Law","score_opus":0.6843093927139514,"score_gpt":0.6624807157343372,"score_spread":0.021828676979614214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006688485","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":[0.036883324,0.010104881,0.0029445896,0.8698791,0.0002568352,0.0027354206,0.000011551426,0.00018719761,0.0769971],"genre_scores_gemma":[0.9852966,0.006418206,0.0043616774,0.002213036,0.0007076721,0.00039646297,0.0000025282875,0.000033031574,0.0005708062],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.89600235,0.09841564,0.00043385496,0.00054382713,0.0034430767,0.0011612566],"domain_scores_gemma":[0.93742144,0.060694646,0.000112070265,0.00034507414,0.0009623135,0.00046448005],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.15518507,0.00017756918,0.00033299258,0.0002009666,0.0049193497,0.0004957164,0.0009996195,0.00018023611,0.000098800476],"category_scores_gemma":[0.018836062,0.000095216936,0.00019371934,0.003690696,0.01641044,0.00018317302,0.000423849,0.0027352453,0.000056559686],"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":[0.000097351396,0.000017554863,0.000104715735,0.00002099244,0.00008163952,0.0000019153351,0.52544254,3.3930516e-7,0.000018729042,0.4687948,0.0019811315,0.0034383328],"study_design_scores_gemma":[0.000606771,0.00012549025,0.00011556931,0.00003466962,0.000011072124,1.6682817e-7,0.6363654,0.00009582042,0.00001961578,0.22135167,0.14115758,0.00011612897],"about_ca_topic_score_codex":0.0029036843,"about_ca_topic_score_gemma":0.00061608164,"teacher_disagreement_score":0.94841325,"about_ca_system_score_codex":0.000072994095,"about_ca_system_score_gemma":0.0004648553,"threshold_uncertainty_score":0.9995655},"labels":[],"label_agreement":null},{"id":"W3006836493","doi":"10.1080/2159676x.2020.1731576","title":"Personal pasts become academic presents: engaging reflexivity and considering dual insider/outsider roles in physical cultural fieldwork","year":2020,"lang":"en","type":"article","venue":"Qualitative Research in Sport Exercise and Health","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Toronto","funders":"","keywords":"Insider; Reflexivity; Field (mathematics); Dual (grammatical number); Sociology; Epistemology; Qualitative research; Process (computing); Space (punctuation); Public relations; Social science; Political science; Computer science","score_opus":0.6819073717492365,"score_gpt":0.6851894259282455,"score_spread":0.003282054179008953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006836493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84614795,0.0057449453,0.0000479735,0.14622115,0.000029054323,0.0008275687,0.000017553155,0.000031329066,0.00093246566],"genre_scores_gemma":[0.9809465,0.016341068,0.0014254675,0.00082374545,0.00027152544,0.000086897904,0.0000065427316,0.000018207522,0.00008009261],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9877452,0.008003877,0.0005941393,0.0007087275,0.0015527853,0.0013952608],"domain_scores_gemma":[0.99340063,0.004905338,0.00012376723,0.000112183945,0.00028600282,0.0011720569],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.040334,0.00021130287,0.000741323,0.0003080369,0.0009000283,0.00013264155,0.00017491156,0.00020933448,0.000034127934],"category_scores_gemma":[0.0043799793,0.00019178598,0.000056543886,0.0010205981,0.0022332622,0.00067095424,0.00028735786,0.00339825,0.0000072071516],"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":[0.00018331439,0.00007052382,0.03163155,0.0004281638,0.000010248519,0.000059445927,0.9087204,0.0000018940439,0.00003884863,0.027789123,0.0006186126,0.030447928],"study_design_scores_gemma":[0.000870823,0.00026680515,0.027878541,0.0010719479,0.0000028523348,0.0000014362129,0.9021529,0.00051047123,0.000030771065,0.06418953,0.0027270676,0.0002968605],"about_ca_topic_score_codex":0.012362941,"about_ca_topic_score_gemma":0.004023416,"teacher_disagreement_score":0.14539741,"about_ca_system_score_codex":0.00023596703,"about_ca_system_score_gemma":0.0013761371,"threshold_uncertainty_score":0.99890095},"labels":[],"label_agreement":null},{"id":"W3007774595","doi":"10.1017/s1049096519002233","title":"Toward Active Reflexivity: Positionality and Practice in the Production of Knowledge","year":2020,"lang":"en","type":"article","venue":"PS Political Science & Politics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":194,"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":"Reflexivity; Context (archaeology); Sociology; Process (computing); Dynamism; Reflection (computer programming); Knowledge production; Perception; Epistemology; Social science; Knowledge management; Geography; Computer science","score_opus":0.4559091136950114,"score_gpt":0.6161229090106193,"score_spread":0.16021379531560787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007774595","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":[0.1955066,0.000117386466,0.00058474997,0.61722934,0.00015167084,0.00047725215,0.00003418021,0.000028355103,0.18587048],"genre_scores_gemma":[0.9935879,0.00004665738,0.0029466255,0.0030088073,0.0003496465,0.000009502406,7.4918006e-7,0.0000037587436,0.000046312693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9937649,0.0035915992,0.00024992862,0.00033224767,0.0011324667,0.00092885416],"domain_scores_gemma":[0.99068135,0.00774834,0.00007150496,0.00015181402,0.00073498755,0.00061198196],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.015233559,0.00008563795,0.00016122879,0.00007436148,0.0005470429,0.00009535122,0.00040635924,0.00007283432,0.000013886393],"category_scores_gemma":[0.11196947,0.00006407485,0.000035996916,0.0009208692,0.009656115,0.00065060717,0.00012442106,0.00042241107,0.000007905172],"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":[0.000014893504,0.00009753437,0.00015743266,0.000031598334,0.0000025617444,0.0000018181255,0.0926801,2.011402e-7,0.0005618891,0.9054221,0.000035285124,0.0009946162],"study_design_scores_gemma":[0.00015710272,0.00027320613,0.031628598,0.000054768814,0.000025353616,0.000011325325,0.20069134,0.000077854434,0.0025601764,0.7446303,0.019682024,0.00020798879],"about_ca_topic_score_codex":0.0034269805,"about_ca_topic_score_gemma":0.00012131546,"teacher_disagreement_score":0.79808134,"about_ca_system_score_codex":0.00028276455,"about_ca_system_score_gemma":0.0016922414,"threshold_uncertainty_score":0.993039},"labels":[],"label_agreement":null},{"id":"W3008466720","doi":"10.26522/ssj.v13i2.1932","title":"Remembering George W. Smith’s “Life Work”: From Politico-Administrative Regimes to Living Otherwise","year":2020,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Sociology; Context (archaeology); Politics; Lesbian; Community organizing; Gender studies; Law; Political science; Social psychology; Psychology","score_opus":0.5849057498099067,"score_gpt":0.6010275178215205,"score_spread":0.016121768011613802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008466720","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":[0.2271879,0.0067554275,0.004697484,0.26412222,0.0026699207,0.0015170927,0.00014817758,0.00040125134,0.4925005],"genre_scores_gemma":[0.96992016,0.0011649353,0.012482103,0.0071755843,0.006602046,0.000081525584,0.0000011877506,0.00004299164,0.0025294842],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99500215,0.0027782584,0.00035716256,0.00042627158,0.00070901844,0.00072715245],"domain_scores_gemma":[0.9910114,0.008040343,0.0001117394,0.000108416956,0.0003316572,0.00039643617],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0035217344,0.0001817469,0.00044578942,0.000053661053,0.0013562964,0.00009039231,0.0003602293,0.00014160456,0.00012552037],"category_scores_gemma":[0.049074937,0.00018663563,0.00008919924,0.0009258666,0.0013253447,0.00016977268,0.00032524354,0.0005378614,0.00007297258],"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":[0.00006448935,0.000034640165,0.000935617,0.00014492752,0.000119871234,0.000023167038,0.872203,0.0000048418915,0.00003494334,0.10858259,0.015946697,0.0019052225],"study_design_scores_gemma":[0.00016439785,0.00006621041,0.0021500043,0.00024553828,0.000069596485,3.1404053e-8,0.9210264,0.000008616001,0.000019829886,0.00922473,0.06673915,0.00028548567],"about_ca_topic_score_codex":0.0015127065,"about_ca_topic_score_gemma":0.0010173823,"teacher_disagreement_score":0.7427322,"about_ca_system_score_codex":0.00031917982,"about_ca_system_score_gemma":0.00049596,"threshold_uncertainty_score":0.9999438},"labels":[],"label_agreement":null},{"id":"W3013136503","doi":"","title":"Review of: Christensen, Julia, Christopher Cox & Lisa Szabo-Jones (eds.). 2018. Activating the heart: Storytelling, knowledge sharing and relationship (Indigenous Studies Series). Waterloo, Ontario, Canada: Wilfrid Laurier University Press.","year":2020,"lang":"en","type":"article","venue":"Language documentation and conservation","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Storytelling; Indigenous; Series (stratigraphy); Media studies; History; Sociology; Genealogy; Art; Narrative; Biology; Literature","score_opus":0.1181001742387824,"score_gpt":0.3946322030326185,"score_spread":0.2765320287938361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013136503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8396418,0.11884956,0.00023691678,0.038269766,0.00017031148,0.001056995,0.000027732975,0.000047750662,0.0016991609],"genre_scores_gemma":[0.7352917,0.1834019,0.00811947,0.016200226,0.00062363624,0.00008718106,0.0002325718,0.000073179,0.05597014],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982237,0.0009133501,0.00023312062,0.00020248725,0.00026442646,0.00016290839],"domain_scores_gemma":[0.99869597,0.0006822814,0.00018494092,0.000093520975,0.00025189883,0.00009139512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001616273,0.0000992291,0.00019393966,0.000022084745,0.00078363076,0.000058468806,0.00009596753,0.00004896686,0.00008769593],"category_scores_gemma":[0.00082749425,0.00008421696,0.000026808848,0.00019834684,0.00035013963,0.00043266194,0.000055553483,0.00021005582,0.0000010248856],"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":[0.00010039617,0.000023606255,0.02461236,0.002598767,0.00012678096,0.000007878189,0.9364823,0.000002994721,0.00029423495,0.007792517,0.019599127,0.008359023],"study_design_scores_gemma":[0.0005747716,0.00010911556,0.018191958,0.0012582078,0.00010247408,0.000002612007,0.31925476,0.000086424145,0.00041722564,0.00034382526,0.6593602,0.0002984788],"about_ca_topic_score_codex":0.7702347,"about_ca_topic_score_gemma":0.75093466,"teacher_disagreement_score":0.63976103,"about_ca_system_score_codex":0.00018219171,"about_ca_system_score_gemma":0.0004985659,"threshold_uncertainty_score":0.60271335},"labels":[],"label_agreement":null},{"id":"W3014446711","doi":"10.1177/1049732320910411","title":"“I Look at You and See You Looking at Me”: Role Boundaries in a Dynamic Research Relationship in Qualitative Health Research With Refugees","year":2020,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":14,"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":"Bijzonder Onderzoeksfonds UGent","keywords":"General partnership; Refugee; Qualitative research; Agency (philosophy); Harm; Boundary (topology); Space (punctuation); Sociology; Psychology; Social psychology; Political science; Social science; Computer science","score_opus":0.7058856009450059,"score_gpt":0.7041730913345559,"score_spread":0.001712509610449997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014446711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5705281,0.013875495,0.00046654273,0.40187648,0.0000662157,0.0052308496,0.00022858255,0.000104738545,0.007623025],"genre_scores_gemma":[0.9712741,0.0041920836,0.011244992,0.0010786803,0.00022088797,0.0012203238,0.00011104043,0.0001637778,0.010494153],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.6175719,0.3587987,0.0022431766,0.002563422,0.012225843,0.006596952],"domain_scores_gemma":[0.8716496,0.11860795,0.00049091637,0.0009118096,0.0052428083,0.003096887],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.45066035,0.0005005045,0.0014168869,0.0032825845,0.012987883,0.0009183776,0.001215905,0.0005714115,0.0002292125],"category_scores_gemma":[0.101567715,0.00046540733,0.00010931867,0.012244022,0.024136001,0.0010456918,0.0015335695,0.010530347,0.00031703824],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0017124147,0.00019090534,0.0053979177,0.0011355382,0.000033343887,0.000039764112,0.7727652,0.000009298952,0.00006742289,0.21297123,0.002794029,0.0028829342],"study_design_scores_gemma":[0.0015212502,0.0028794343,0.005921859,0.0009501106,0.0000014398214,0.0000020717441,0.7958348,0.0003855271,0.000019263824,0.14411743,0.047988582,0.00037822913],"about_ca_topic_score_codex":0.07180325,"about_ca_topic_score_gemma":0.26412097,"teacher_disagreement_score":0.40079778,"about_ca_system_score_codex":0.012595526,"about_ca_system_score_gemma":0.018069034,"threshold_uncertainty_score":0.99977976},"labels":[],"label_agreement":null},{"id":"W3018367767","doi":"10.1177/1609406920920962","title":"Methods in the Time of COVID-19: The Vital Role of Qualitative Inquiries","year":2020,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":349,"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":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Infectious disease (medical specialty); Internal medicine; Outbreak","score_opus":0.8010651719509602,"score_gpt":0.7617695824539379,"score_spread":0.039295589497022276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018367767","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008860598,0.0017301374,0.84471256,0.14051178,0.0002808088,0.000328439,0.00009508393,0.000007754588,0.0034728558],"genre_scores_gemma":[0.108316325,0.00032472267,0.8871205,0.0036013778,0.00046164027,0.00002058732,0.000004307559,0.000021334317,0.00012919307],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7683649,0.22610709,0.0020265013,0.00027407156,0.002839926,0.00038751742],"domain_scores_gemma":[0.8727936,0.122053176,0.0019173376,0.00018782086,0.0027676483,0.0002803913],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.20611726,0.00019368532,0.0006996101,0.00032294932,0.00021583526,0.00008199304,0.0020402716,0.0001353725,0.00031826744],"category_scores_gemma":[0.16034201,0.000115972616,0.00043526414,0.00106679,0.006375032,0.00047246704,0.00017510366,0.0009739677,0.0000046114997],"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":[0.00032135687,0.00008605918,0.000034667435,0.000028193926,0.0002625122,0.000006654813,0.6991404,0.000035357018,0.009079896,0.27818567,0.00038750953,0.012431676],"study_design_scores_gemma":[0.000389023,0.00030073427,0.00006067368,0.000042812237,0.00002355115,0.0000034476298,0.64158076,0.00009071599,0.0037524817,0.3335168,0.020149123,0.00008988367],"about_ca_topic_score_codex":0.00080432213,"about_ca_topic_score_gemma":0.000047807713,"teacher_disagreement_score":0.13691041,"about_ca_system_score_codex":0.00020219159,"about_ca_system_score_gemma":0.0014735268,"threshold_uncertainty_score":0.99632907},"labels":[],"label_agreement":null},{"id":"W3026131753","doi":"10.18778/1733-8077.16.2.03","title":"The Virtue of Patience","year":2020,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Brandon University","funders":"","keywords":"Patience; Virtue; Sociology; Ethnography; Pace; Field (mathematics); Epistemology; Social psychology; Psychology; Philosophy; Anthropology; Mathematics","score_opus":0.4824838687934197,"score_gpt":0.6464448925480889,"score_spread":0.1639610237546692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026131753","genre_codex":"commentary","genre_gemma":"review","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":[0.0030377763,0.34227723,0.010407492,0.611725,0.00018591799,0.0011865958,0.00003943081,0.000056373377,0.031084184],"genre_scores_gemma":[0.24219286,0.71076226,0.010758158,0.03475282,0.00035283805,0.00024301713,0.000010853194,0.000028335231,0.00089886243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96746415,0.031153696,0.00046390665,0.00020127185,0.00041376313,0.00030323115],"domain_scores_gemma":[0.9805814,0.018334309,0.00028467865,0.00013776364,0.0005085335,0.00015330885],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.023698153,0.00008899871,0.00038782269,0.000009677169,0.00067749846,0.000008444053,0.00045077378,0.00009428372,0.00013690474],"category_scores_gemma":[0.042976055,0.000056207624,0.00015625425,0.00032670933,0.008247757,0.000084565894,0.00006320967,0.00039971276,0.00008886734],"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":[0.0000061123274,0.000006341807,0.000028062044,0.00030903914,0.000023073339,3.117187e-7,0.31234232,3.8488267e-8,0.00002576536,0.6717295,0.003201704,0.012327709],"study_design_scores_gemma":[0.00010645805,0.0002815878,0.00007249025,0.00038395214,0.000020275445,7.497471e-8,0.27056465,0.0000032202565,0.000017452796,0.22828873,0.50013393,0.00012717386],"about_ca_topic_score_codex":0.00011795694,"about_ca_topic_score_gemma":0.000024673847,"teacher_disagreement_score":0.5769722,"about_ca_system_score_codex":0.00003192243,"about_ca_system_score_gemma":0.0003781102,"threshold_uncertainty_score":0.9944512},"labels":[],"label_agreement":null},{"id":"W3027064100","doi":"10.1111/cars.12283","title":"Working the Project: Research Proposals and Everyday Practices for Emerging Feminist Researchers","year":2020,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Sociology; Solidarity; Everyday life; Compassion; Public relations; Engineering ethics; Political science; Politics; Engineering; Law","score_opus":0.7769894432433657,"score_gpt":0.6069570925642994,"score_spread":0.1700323506790663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027064100","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":[0.0736599,0.115590714,0.00010391845,0.7905504,0.00032984154,0.005362484,0.00017757346,0.00005812945,0.014167016],"genre_scores_gemma":[0.809457,0.15678672,0.008663121,0.020705786,0.0016579033,0.0014276289,0.000053255255,0.00008485969,0.0011636894],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98483896,0.01163322,0.000507052,0.0005804943,0.00025367734,0.0021865894],"domain_scores_gemma":[0.97956747,0.01725591,0.00044429835,0.0003358804,0.0010978376,0.0012985914],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.0681434,0.00018851653,0.0005899023,0.00016353693,0.0024201951,0.00006616784,0.0010801036,0.0004579897,0.00006211154],"category_scores_gemma":[0.1667458,0.00015120006,0.00017853279,0.0007757649,0.009345385,0.000117591204,0.00013013693,0.0017376501,0.0000058717233],"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":[0.000043950462,0.000014553253,0.014917216,0.0068317326,0.00021122357,0.00004393863,0.52878094,7.635007e-7,0.00013586986,0.34628883,0.06455753,0.03817345],"study_design_scores_gemma":[0.00013464275,0.00023109867,0.00062333595,0.0012038891,0.000036157082,0.0000025348006,0.3267688,0.00003692908,0.0000037514496,0.029357659,0.64140505,0.00019618258],"about_ca_topic_score_codex":0.12303585,"about_ca_topic_score_gemma":0.3677351,"teacher_disagreement_score":0.76984465,"about_ca_system_score_codex":0.0013021753,"about_ca_system_score_gemma":0.010876376,"threshold_uncertainty_score":0.99887854},"labels":[],"label_agreement":null},{"id":"W3027084718","doi":"10.18778/1733-8077.16.2.09","title":"Active Interview Tactics Revisited: A Multigenerational Perspective","year":2020,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sheridan College; Ontario Tech University; University of Guelph","funders":"","keywords":"Insider; Sociology; Toolbox; Perspective (graphical); Tribute; Ethnography; Interview; Naturalism; Psychoanalysis; Epistemology; Psychology; Law; Computer science; Philosophy; Anthropology; Political science","score_opus":0.5870583610815725,"score_gpt":0.6514672007727099,"score_spread":0.06440883969113742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027084718","genre_codex":"commentary","genre_gemma":"review","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":[0.00042061383,0.24491936,0.042943288,0.6684081,0.00017418952,0.0018378784,0.00021053516,0.00015893804,0.040927127],"genre_scores_gemma":[0.04261156,0.70517915,0.061608892,0.1847996,0.0022019804,0.0006667988,0.0002090344,0.00010184501,0.0026211515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9514314,0.0463338,0.00057199394,0.0005636269,0.0005874914,0.00051167817],"domain_scores_gemma":[0.98923856,0.008062602,0.00036814826,0.00018112415,0.001739372,0.00041021162],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.016419277,0.00023862034,0.00081955164,0.00004766354,0.0007458641,0.00003233407,0.00041337282,0.0002378521,0.0021905343],"category_scores_gemma":[0.044832334,0.00020930069,0.000349938,0.00056258537,0.003524814,0.0003193148,0.00010468051,0.001016503,0.0005033182],"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":[0.000012159495,0.000026871772,0.000005880481,0.0004928704,0.00011752298,0.0000030619196,0.44476432,1.18503316e-7,0.00002993326,0.5386853,0.007944415,0.007917548],"study_design_scores_gemma":[0.00028997342,0.00027927317,0.000049622908,0.00096159417,0.000086639215,7.503545e-7,0.489813,0.000019394765,0.000018491233,0.105504654,0.40261412,0.00036249586],"about_ca_topic_score_codex":0.00020000078,"about_ca_topic_score_gemma":0.00004293163,"teacher_disagreement_score":0.48360848,"about_ca_system_score_codex":0.00037474104,"about_ca_system_score_gemma":0.00078802614,"threshold_uncertainty_score":0.999187},"labels":[],"label_agreement":null},{"id":"W3027236228","doi":"10.4324/9780429199776-9","title":"Living in the hyphens","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Geography; Computer science","score_opus":0.4456135421812658,"score_gpt":0.5410905625616323,"score_spread":0.09547702038036654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027236228","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":[0.0000017240877,0.00021367367,0.0004853676,0.03263364,0.000058203983,0.00017712175,0.0000030178196,0.000020891239,0.96640635],"genre_scores_gemma":[0.0012530155,0.001310195,0.0025694498,0.0027343724,0.00053296663,0.0000068217537,0.0000012647769,0.00001587425,0.991576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974177,0.0013208422,0.00014503453,0.0001727058,0.000738885,0.0002048313],"domain_scores_gemma":[0.9935762,0.0061214105,0.000042618794,0.00011986971,0.000065922555,0.000073967865],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009455067,0.00008870031,0.0001522333,0.00004468566,0.00023827054,0.000090086076,0.00040144366,0.00021118259,0.0021152864],"category_scores_gemma":[0.0022570188,0.000057431025,0.00008270899,0.00005408727,0.00063846115,0.00004535889,0.00006826617,0.00086650363,0.0002778591],"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":[6.672998e-7,0.0000022301333,0.0000062776694,0.000009290646,0.00000513268,0.000008159821,0.05766798,4.160828e-8,4.303997e-7,0.93358207,0.003370184,0.0053475434],"study_design_scores_gemma":[0.000009355009,0.000011715118,0.000018438775,0.00004548712,0.0000020344448,6.056479e-8,0.01003522,0.0000018566495,5.7441177e-8,0.36681047,0.6230043,0.000060967763],"about_ca_topic_score_codex":0.0010997704,"about_ca_topic_score_gemma":0.005579517,"teacher_disagreement_score":0.61963415,"about_ca_system_score_codex":0.000053825916,"about_ca_system_score_gemma":0.00030817496,"threshold_uncertainty_score":0.99879694},"labels":[],"label_agreement":null},{"id":"W3027949978","doi":"10.18778/1733-8077.16.2.07","title":"Agnostic Interactionism and Sensitizing Concepts in the 21st Century: Developing Shaffirian Theory-Work in Ethnographic Research","year":2020,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Nipissing University","funders":"","keywords":"Sociology; Symbolic interactionism; Interactionism; Epistemology; Ethnography; Reification (Marxism); Skepticism; Field (mathematics); Qualitative research; Social science; Law; Philosophy","score_opus":0.5772000737003976,"score_gpt":0.6573688006722499,"score_spread":0.08016872697185229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027949978","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":[0.06243716,0.26818368,0.00087288365,0.6569499,0.00023007003,0.0024204375,0.000013737695,0.000049772952,0.008842375],"genre_scores_gemma":[0.66138846,0.31803676,0.002755378,0.017419027,0.00016403514,0.00018042106,0.0000120221475,0.000017047785,0.000026814903],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8278593,0.16984893,0.0005709178,0.00045896322,0.00055451464,0.0007074017],"domain_scores_gemma":[0.92809844,0.07110332,0.00015153966,0.00014415219,0.0003640083,0.00013855756],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.112723745,0.00015580104,0.00053228496,0.0001435209,0.000782621,0.00005721362,0.00036545674,0.00021891166,0.000058072073],"category_scores_gemma":[0.07078121,0.000117026866,0.000087665765,0.0018030056,0.006131645,0.00018065612,0.00011961882,0.0021457102,0.000041951836],"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":[0.000019940726,0.000009187846,0.00019104882,0.00031823062,0.000013657098,0.000010315566,0.5682891,8.674217e-8,0.0000063345524,0.42211056,0.00022618112,0.008805333],"study_design_scores_gemma":[0.000190049,0.000082341125,0.0013321417,0.0022089388,0.000008184488,9.0557666e-7,0.8000065,0.0000014575878,9.1204737e-7,0.13580602,0.06021218,0.00015035048],"about_ca_topic_score_codex":0.0004512792,"about_ca_topic_score_gemma":0.00053222466,"teacher_disagreement_score":0.63953084,"about_ca_system_score_codex":0.00014566463,"about_ca_system_score_gemma":0.00037728102,"threshold_uncertainty_score":0.9965731},"labels":[],"label_agreement":null},{"id":"W3028299926","doi":"10.18778/1733-8077.16.2.08","title":"Piecing Together the Meaning of “Dirty Work”","year":2020,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sociology; Ethnography; Meaning (existential); Craft; Epistemology; Perspective (graphical); Field (mathematics); Strict constructionism; Qualitative research; Focus (optics); Social constructionism; Work (physics); Social science; Anthropology; Philosophy; Visual arts","score_opus":0.5373031040949339,"score_gpt":0.6147322585531781,"score_spread":0.07742915445824428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028299926","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":[0.00899791,0.2877879,0.016419,0.57789826,0.00021624901,0.0015961003,0.000023305642,0.000103256,0.106958],"genre_scores_gemma":[0.49784383,0.3375007,0.057176612,0.103165664,0.0012848428,0.00036594443,0.000023094377,0.00010091487,0.0025383942],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9662095,0.03217624,0.00051206705,0.00026041697,0.00045881158,0.0003829823],"domain_scores_gemma":[0.98446316,0.014472297,0.00032335534,0.0001668629,0.00043123515,0.00014306884],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.031560075,0.00012652097,0.0005681943,0.000017301696,0.00049386383,0.000010373097,0.000455555,0.00013762651,0.0005656169],"category_scores_gemma":[0.027324373,0.00007974351,0.00023267469,0.0005285876,0.004790115,0.00009362534,0.00008690932,0.00065868336,0.00009909249],"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":[0.00000673272,0.0000068550676,0.00008948481,0.0003700639,0.000052922045,5.1226243e-7,0.59269166,2.005518e-7,0.000049605103,0.3935985,0.002290851,0.010842631],"study_design_scores_gemma":[0.00016921651,0.0001514022,0.00009853736,0.0012103554,0.00006326104,1.6003592e-7,0.5614103,0.0000017051461,0.00003847897,0.15552093,0.28112411,0.0002115325],"about_ca_topic_score_codex":0.00013568181,"about_ca_topic_score_gemma":0.00002036501,"teacher_disagreement_score":0.4888459,"about_ca_system_score_codex":0.00004677907,"about_ca_system_score_gemma":0.0002726076,"threshold_uncertainty_score":0.99791825},"labels":[],"label_agreement":null},{"id":"W3028510155","doi":"10.18778/1733-8077.16.2.05","title":"Journeying into Academia via Immersion into Qualitative Research: Professor Shaffir as a Master Guide","year":2020,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 of Edmonton","funders":"","keywords":"Sociology; Immersion (mathematics); Qualitative research; Engineering ethics; Management; Social science; Engineering; Mathematics; Economics","score_opus":0.7415794194747101,"score_gpt":0.7262366122965016,"score_spread":0.015342807178208462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028510155","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":[0.009982639,0.1358634,0.015099313,0.8143603,0.0002869992,0.0030986308,0.000023753273,0.00017044648,0.021114502],"genre_scores_gemma":[0.1529227,0.49028453,0.16077234,0.17070368,0.0036577904,0.002885864,0.00025975602,0.0004050755,0.018108247],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8012132,0.19212124,0.0016601031,0.0011895068,0.002191114,0.0016248306],"domain_scores_gemma":[0.9567687,0.03814492,0.000756898,0.00043269023,0.0027460156,0.0011508092],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.1453756,0.00047182967,0.0014989644,0.00022654705,0.0028598295,0.00007716582,0.0013278476,0.0011868245,0.001779453],"category_scores_gemma":[0.08818429,0.00039975718,0.0005000396,0.0017299774,0.011164271,0.0007134619,0.00060213206,0.0061820787,0.00296004],"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":[0.00007395204,0.00004143662,0.000018321942,0.0022410913,0.00015500557,0.000012028738,0.7635589,8.495628e-8,0.0006875563,0.17857198,0.040352516,0.014287099],"study_design_scores_gemma":[0.00026604123,0.000407456,0.0000067771894,0.0013377905,0.000032775286,6.737907e-7,0.5232177,0.0000055783794,0.00003729227,0.24784051,0.22654614,0.00030129476],"about_ca_topic_score_codex":0.0019073584,"about_ca_topic_score_gemma":0.00011795546,"teacher_disagreement_score":0.6436567,"about_ca_system_score_codex":0.0007892331,"about_ca_system_score_gemma":0.0018143114,"threshold_uncertainty_score":0.99984545},"labels":[],"label_agreement":null},{"id":"W3028796825","doi":"10.5622/illinois/9780252043185.003.0006","title":"Disciplinary Peripheries","year":2020,"lang":"en","type":"book-chapter","venue":"University of Illinois Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Gender studies; Conversation; Kinship; Sociology; Race (biology); Discipline; Women of color; White (mutation); Anthropology; Social science","score_opus":0.21508534024214976,"score_gpt":0.38874966647329856,"score_spread":0.1736643262311488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028796825","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":[0.000018248194,0.0003713957,0.0012935227,0.0010694119,0.00009082199,0.0002487608,0.00013935982,0.000059964404,0.9967085],"genre_scores_gemma":[0.0005848374,0.0010364,0.0046372074,0.000033053668,0.00016877914,1.7332492e-7,0.000010964397,0.000022479291,0.99350613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982266,0.0004051045,0.00015302817,0.00031513712,0.0006708554,0.00022926703],"domain_scores_gemma":[0.99854875,0.00047147248,0.00020687892,0.00021980357,0.00031321117,0.00023990055],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008546083,0.00017554562,0.0003885637,0.000060124563,0.0006239583,0.000027417482,0.000575753,0.00040985172,0.00041664598],"category_scores_gemma":[0.00013767593,0.00020268206,0.00024126572,0.000009533059,0.0036200883,0.00007585272,0.00035426536,0.0006000884,0.00002076664],"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":[0.00006998248,0.0000057484694,0.0000019413667,0.00010190603,0.00008593858,0.000048336453,0.06467392,9.396189e-7,0.00001541167,0.92500603,0.0026662597,0.007323587],"study_design_scores_gemma":[0.00012373076,0.00007726818,0.0000044036838,0.00014465884,0.000046303343,1.5201883e-7,0.0057023163,0.00000527034,0.000017017232,0.057149585,0.9365187,0.00021057652],"about_ca_topic_score_codex":0.0021347518,"about_ca_topic_score_gemma":0.000803324,"teacher_disagreement_score":0.93385243,"about_ca_system_score_codex":0.00009000006,"about_ca_system_score_gemma":0.00043404126,"threshold_uncertainty_score":0.9990915},"labels":[],"label_agreement":null},{"id":"W3033000976","doi":"10.1177/1609406920926904","title":"Organizational Ethnographic Case Studies: Toward a New Generative In-Depth Qualitative Methodology for Health Care Research?","year":2020,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Charles-Le Moyne; Fonds de Recherche du Québec - Santé; Sante Montreal; Université de Montréal; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé","keywords":"Contextualization; Empirical research; Qualitative research; Reflexivity; Credibility; Health care; Ethnography; Sociology; Operationalization; Participant observation; Thematic analysis; Knowledge management; Psychology; Public relations; Social science; Epistemology; Computer science; Political science","score_opus":0.9631086656516434,"score_gpt":0.8176570305086334,"score_spread":0.14545163514301007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033000976","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033012675,0.007511083,0.7736251,0.21332636,0.0008984569,0.00069787056,0.00011688005,0.000021141741,0.0005018371],"genre_scores_gemma":[0.033093575,0.0015708184,0.95929617,0.0041216277,0.0016675042,0.000049334794,0.000015543052,0.00004503616,0.00014037336],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8048425,0.1892914,0.00197431,0.0005888297,0.002474172,0.0008288129],"domain_scores_gemma":[0.8747161,0.10657414,0.0013518614,0.00015423355,0.016315293,0.000888364],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17026502,0.00029110265,0.0011086185,0.0011915803,0.00063684327,0.00014598803,0.0009989549,0.00023492411,0.00010227842],"category_scores_gemma":[0.20113555,0.00025817778,0.00038217238,0.0021557389,0.0024897754,0.0005669031,0.00021118973,0.0016390744,0.0000054119114],"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":[0.00051299995,0.000056447214,0.000017282504,0.000086706634,0.00060204434,0.00016052801,0.723439,0.000028623519,0.0002662987,0.25451472,0.002691158,0.017624198],"study_design_scores_gemma":[0.0011848719,0.0009181103,0.0000061715145,0.00010186765,0.000014809014,0.00003622456,0.6811006,0.000028070497,0.000425757,0.30286148,0.0131509695,0.00017105001],"about_ca_topic_score_codex":0.001434666,"about_ca_topic_score_gemma":0.0016458343,"teacher_disagreement_score":0.20920473,"about_ca_system_score_codex":0.0012562984,"about_ca_system_score_gemma":0.0053743343,"threshold_uncertainty_score":0.99998707},"labels":[],"label_agreement":null},{"id":"W3035036188","doi":"10.1080/19428200.2019.1747876","title":"Making Academic Research Accessible: An Infographic Describing Older Women’s Experiences of Housing Insecurity","year":2019,"lang":"en","type":"article","venue":"Anthropology Now","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Infographic; Psychology; Food insecurity; Gerontology; Computer science; Medicine; Biology; Ecology","score_opus":0.519730140392614,"score_gpt":0.6263717886234972,"score_spread":0.10664164823088318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035036188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99171513,0.0006943418,0.0005121938,0.0019364699,0.0004231964,0.0003094791,0.000002530605,0.000049842216,0.0043568225],"genre_scores_gemma":[0.99626344,0.0018014887,0.0013954891,0.00014999944,0.00016122674,0.000087901055,0.0000011971272,0.000015840194,0.00012342713],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9899353,0.007039101,0.0003896084,0.0004360178,0.0010523448,0.0011476649],"domain_scores_gemma":[0.996393,0.00236137,0.0001654836,0.00031710014,0.0005650867,0.00019794793],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.020637361,0.000129224,0.00033839187,0.00055593485,0.001348186,0.00008438546,0.0008152964,0.00046750988,0.0025176664],"category_scores_gemma":[0.0024729157,0.000119399054,0.000060112365,0.0016005734,0.012194075,0.00091813307,0.00024917893,0.0014286628,0.000028776276],"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":[0.000044235894,0.00007799927,0.086913735,0.0000685204,0.000021551072,0.000005278335,0.851123,0.0000012581602,0.0013443967,0.051733408,0.0001896062,0.008477065],"study_design_scores_gemma":[0.00021312055,0.00029416193,0.0037699072,0.0001520712,0.0000026358623,8.3284897e-7,0.97073835,0.000048937673,0.001175478,0.020177318,0.0032550786,0.00017213445],"about_ca_topic_score_codex":0.0026041155,"about_ca_topic_score_gemma":0.001598314,"teacher_disagreement_score":0.119615376,"about_ca_system_score_codex":0.00016874827,"about_ca_system_score_gemma":0.00076210976,"threshold_uncertainty_score":0.9999519},"labels":[],"label_agreement":null},{"id":"W3035848489","doi":"10.1177/1077800420932610","title":"Feltness: On How to Practice Intimacy","year":2020,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reciprocity (cultural anthropology); Sociology; Value (mathematics); Qualitative research; Meaning (existential); Institution; Stewardship (theology); Discipline; Research ethics; Engineering ethics; Epistemology; Social science; Political science; Law","score_opus":0.5825674024109548,"score_gpt":0.6525414078753036,"score_spread":0.06997400546434873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035848489","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":[0.00958838,0.000109932414,0.13613544,0.8029538,0.0005653576,0.0006191827,0.000027381504,0.0001598066,0.049840763],"genre_scores_gemma":[0.61217564,0.00029632103,0.26215306,0.11425548,0.0043526622,0.00025277172,0.000018385663,0.000097651646,0.006398053],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9788712,0.01848828,0.00025377082,0.00049188145,0.0013343145,0.00056050776],"domain_scores_gemma":[0.9793183,0.018751435,0.0001442233,0.00019955913,0.0008627696,0.00072371506],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01636454,0.00017408296,0.00028984196,0.000108053035,0.00060425786,0.00024232031,0.00044873732,0.00013057388,0.00018606323],"category_scores_gemma":[0.12700601,0.00016079411,0.00009930556,0.0010958809,0.0014135293,0.00066206354,0.000113752074,0.0006321923,0.000956401],"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":[0.00013499247,0.000042971253,0.0000054665256,0.00002073109,0.000026919144,0.0000096816775,0.6144964,0.0000040324226,0.00014412924,0.3450825,0.03208171,0.007950444],"study_design_scores_gemma":[0.0001411658,0.00039048522,0.0000235531,0.000026482616,0.0000051758598,9.346757e-8,0.5329574,0.000007560558,0.00010234071,0.014174501,0.45201913,0.00015215704],"about_ca_topic_score_codex":0.00036812815,"about_ca_topic_score_gemma":0.000035528454,"teacher_disagreement_score":0.6886983,"about_ca_system_score_codex":0.00015898005,"about_ca_system_score_gemma":0.00039843938,"threshold_uncertainty_score":0.9998215},"labels":[],"label_agreement":null},{"id":"W3036653616","doi":"10.25071/2291-5796.43","title":"Msit No'kmaq: An Exploration of Positionality and Identity in Indigenous Research","year":2020,"lang":"en","type":"article","venue":"Witness The Canadian Journal of Critical Nursing Discourse","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":33,"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; Memorial University of Newfoundland","funders":"","keywords":"Indigenous; Reflexivity; Identity (music); Sociology; Honor; Context (archaeology); Situated; Gender studies; Social science; Geography; Aesthetics","score_opus":0.4260900316457688,"score_gpt":0.6255745146098458,"score_spread":0.199484482964077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036653616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6489648,0.00058249076,0.0065819793,0.3417637,0.0002215654,0.00019906866,0.000028248634,0.000002740255,0.00165538],"genre_scores_gemma":[0.9985921,0.000028375069,0.00088235136,0.00016481809,0.00031451244,0.0000016422166,0.00000116478,0.000006264898,0.000008815697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9936325,0.0046159113,0.00030103518,0.00011220819,0.00093951897,0.00039885787],"domain_scores_gemma":[0.9964762,0.0012037222,0.000061871746,0.00008505482,0.0012998091,0.0008733935],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.012774697,0.000058430407,0.00017712718,0.00016300393,0.00093622465,0.0001920965,0.00033355135,0.00008678113,0.00004750304],"category_scores_gemma":[0.0088489745,0.00004683867,0.000039421604,0.0005223432,0.012705151,0.0017691408,0.000010277832,0.0007526121,0.0000020709538],"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":[0.00006257585,0.00008173949,0.00087190716,0.000045236655,0.0000062835247,0.000046755795,0.2087789,0.000012723192,0.00011876286,0.78723985,0.000051042203,0.0026841913],"study_design_scores_gemma":[0.000189677,0.00034198893,0.011022639,0.00032051207,0.000016023268,0.0000051894644,0.10802472,0.00006295749,0.000048882837,0.87973875,0.00014168493,0.00008695531],"about_ca_topic_score_codex":0.024248565,"about_ca_topic_score_gemma":0.09369715,"teacher_disagreement_score":0.34962726,"about_ca_system_score_codex":0.0002441585,"about_ca_system_score_gemma":0.0028483546,"threshold_uncertainty_score":0.9994999},"labels":[],"label_agreement":null},{"id":"W3040286426","doi":"10.1080/0966369x.2020.1786015","title":"Reaching for El Mundo Zurdo: Imagining-creating-living Latinx decolonial feminist geographies in Toronto","year":2020,"lang":"en","type":"article","venue":"Gender Place & Culture","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Gender studies; Indigenous; Conversation; Futures contract","score_opus":0.14263902086906266,"score_gpt":0.4878137711042954,"score_spread":0.34517475023523275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040286426","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":[0.25348443,0.011858492,0.020258829,0.058292776,0.0018069017,0.004705788,0.00031704965,0.000958313,0.6483174],"genre_scores_gemma":[0.9331993,0.00046483357,0.062174175,0.0015104841,0.001288984,0.000089629175,0.000022407965,0.00003597541,0.0012142416],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99653053,0.0015022412,0.00030010391,0.00044151393,0.00055433006,0.0006712639],"domain_scores_gemma":[0.9972202,0.002024879,0.00012237889,0.00014942476,0.00020874174,0.00027437168],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0050558494,0.00019179864,0.00029626148,0.000038142487,0.001075573,0.0002654821,0.00044514047,0.00023320134,0.00013263473],"category_scores_gemma":[0.0126324445,0.00017349028,0.00012916738,0.00041390044,0.0004011037,0.00036072478,0.00015216078,0.00056886015,0.0000063001426],"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":[0.00010132367,0.000045952518,0.01822537,0.00011911816,0.00004641064,0.0000063213224,0.9338289,0.000022833081,0.00074231316,0.03792645,0.006750489,0.0021845473],"study_design_scores_gemma":[0.00072630745,0.00023546812,0.005234462,0.00012730909,0.000028990225,0.0000013703968,0.7917443,0.0007683862,0.000042958527,0.008990007,0.19160505,0.0004953902],"about_ca_topic_score_codex":0.009526219,"about_ca_topic_score_gemma":0.03072782,"teacher_disagreement_score":0.67971486,"about_ca_system_score_codex":0.00028014503,"about_ca_system_score_gemma":0.00030300103,"threshold_uncertainty_score":0.9970694},"labels":[],"label_agreement":null},{"id":"W3041305573","doi":"10.1002/9781119429128.iegmc062","title":"Feminist Data Studies","year":2020,"lang":"en","type":"other","venue":"The International Encyclopedia of Gender, Media, and Communication","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Privilege (computing); Raw data; Big data; Sociology; Data science; Qualitative property; Power (physics); Digital humanities; Computer science; World Wide Web; Computer security","score_opus":0.4014057835539978,"score_gpt":0.5249730930313605,"score_spread":0.12356730947736272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041305573","genre_codex":"other","genre_gemma":"review","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":[0.000009633838,0.024632009,0.00021373178,0.032958858,0.00046726142,0.00020802784,0.00022510307,0.000039989314,0.9412454],"genre_scores_gemma":[0.005007012,0.82755965,0.013742955,0.0008211913,0.0015640475,0.00004638363,0.0005011458,0.000114847346,0.15064278],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99726415,0.0013261576,0.00026394267,0.00021315977,0.00080133363,0.00013127779],"domain_scores_gemma":[0.9953133,0.003384949,0.00031062315,0.0007790552,0.0001352546,0.00007683739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038148891,0.000117322685,0.00022984591,0.000077814315,0.0002293486,0.000038930528,0.002536819,0.00013612394,0.00033461014],"category_scores_gemma":[0.0053919647,0.000088257126,0.000035471676,0.000119340635,0.0018060881,0.00006595637,0.0009959065,0.00040645717,0.000017366548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015912676,0.000036581398,0.00009685259,0.00008250494,0.00034910423,8.6290413e-7,0.13680889,1.0638865e-7,0.0000028549828,0.24183731,0.59191346,0.028855555],"study_design_scores_gemma":[0.000095514166,0.000008057791,0.000039932638,0.00008921115,0.000031395026,3.35812e-7,0.04965768,0.000024104385,0.0000011804677,0.03140912,0.91855794,0.00008551485],"about_ca_topic_score_codex":0.0022839499,"about_ca_topic_score_gemma":0.0031223139,"teacher_disagreement_score":0.8029276,"about_ca_system_score_codex":0.000035119476,"about_ca_system_score_gemma":0.0002800072,"threshold_uncertainty_score":0.6654607},"labels":[],"label_agreement":null},{"id":"W3041471620","doi":"10.7202/1070013ar","title":"Faire du terrain au Moyen-Orient et en Afrique : stratégies d’approche et défis de positionnement du chercheur","year":2020,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Geography; Art","score_opus":0.3401803449729407,"score_gpt":0.5281733155779647,"score_spread":0.18799297060502396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041471620","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031184167,0.0027484042,0.23722814,0.69703937,0.00027251928,0.0006734554,0.000159133,0.0001348994,0.030559897],"genre_scores_gemma":[0.35000125,0.012707169,0.6019875,0.018594606,0.0026109787,0.000388557,0.00009037579,0.00018720712,0.013432402],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.837627,0.15748404,0.0010871021,0.000962057,0.0014745344,0.0013652594],"domain_scores_gemma":[0.944984,0.052213565,0.0004887399,0.00032681468,0.00093229674,0.0010545386],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1056166,0.0006431633,0.000861051,0.00014530413,0.0005763714,0.0003894421,0.00089925877,0.0010484029,0.00032285388],"category_scores_gemma":[0.08234354,0.0006230902,0.00047899107,0.0012975535,0.002917781,0.0012378854,0.00032849054,0.002801158,0.00012612007],"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":[0.00009882485,0.00027831647,0.000088150104,0.0004252196,0.00020838228,0.000029198574,0.5356918,0.000039736133,0.0013215884,0.45324555,0.0021932262,0.0063800295],"study_design_scores_gemma":[0.000587526,0.0009623377,0.0012877457,0.00040570222,0.00006308157,0.0000045267016,0.57703817,0.00042684082,0.00079159567,0.32638818,0.091427796,0.000616485],"about_ca_topic_score_codex":0.0079760095,"about_ca_topic_score_gemma":0.0020317677,"teacher_disagreement_score":0.6784448,"about_ca_system_score_codex":0.0033417393,"about_ca_system_score_gemma":0.005291828,"threshold_uncertainty_score":0.99979573},"labels":[],"label_agreement":null},{"id":"W3045594295","doi":"10.2478/jped-2020-0008","title":"Canadian colonialism, ignorance and education. A study of graduating students at Queen’s University","year":2020,"lang":"en","type":"article","venue":"Journal of Pedagogy / Pedagogický casopis","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Indigenous; Colonialism; Multiculturalism; Ignorance; Identity (music); Constitution; Political science; Gender studies; Sociology; Ethnology; Social science; Environmental ethics; Law; Ecology","score_opus":0.1808546298239995,"score_gpt":0.5194985185121459,"score_spread":0.33864388868814643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045594295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96582,0.00038522074,0.00006533853,0.03196597,0.00019702378,0.00029682618,0.000015801723,0.0000065542504,0.0012472549],"genre_scores_gemma":[0.9954529,0.00076506834,0.001194764,0.000385585,0.00031312686,0.0000011572232,7.012022e-7,0.000010025428,0.0018766783],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99546534,0.0025862805,0.00042385454,0.0001973357,0.0010045236,0.00032266523],"domain_scores_gemma":[0.9968768,0.0007493934,0.00050573185,0.000105774794,0.0009807535,0.00078156206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003558212,0.000120869925,0.00038504906,0.00021366871,0.00068653666,0.00006610893,0.0004933684,0.000109067725,0.000125963],"category_scores_gemma":[0.0023930613,0.00011786572,0.00008443361,0.00041884446,0.00038037804,0.0002800873,0.00012046118,0.00045233368,0.0000038346793],"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":[0.00020116985,0.00039520863,0.40697244,0.000098195815,0.00015030203,0.00017684657,0.5786818,0.000015062032,0.00009477055,0.0054286113,0.0022355425,0.005549994],"study_design_scores_gemma":[0.0015850402,0.0017695918,0.06299611,0.000083031904,0.00012003706,0.000013826747,0.8101824,0.000012313862,0.000030164523,0.0014105564,0.12154192,0.00025498754],"about_ca_topic_score_codex":0.30605048,"about_ca_topic_score_gemma":0.31189778,"teacher_disagreement_score":0.34397632,"about_ca_system_score_codex":0.0005640082,"about_ca_system_score_gemma":0.00444135,"threshold_uncertainty_score":0.7878764},"labels":[],"label_agreement":null},{"id":"W3048077488","doi":"10.18778/1733-8077.16.3.01","title":"An Introduction to the Special Issue from 2018’s Qualitative Analysis Conference: \"Creating, Negotiating, and Transcending Social Boundaries in Everyday Life\"","year":2020,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"St. Thomas University","funders":"","keywords":"Negotiation; Sociology; Everyday life; Social life; Qualitative research; Epistemology; Gender studies; Social science; Philosophy","score_opus":0.28596035225327876,"score_gpt":0.5876582082779145,"score_spread":0.3016978560246357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048077488","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":[0.042302705,0.025915598,0.02787473,0.89826185,0.0005934272,0.0019347651,0.0004958741,0.00009435157,0.0025267082],"genre_scores_gemma":[0.80576026,0.059637774,0.031011356,0.050227944,0.050112154,0.0010119386,0.00093122275,0.00013390926,0.0011734394],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93689257,0.06020798,0.00085973105,0.00079328386,0.0006404893,0.0006059356],"domain_scores_gemma":[0.99115527,0.007275457,0.00043187995,0.00020457697,0.00052474777,0.00040808177],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.02661729,0.00029511555,0.0012309108,0.00013538626,0.0020717524,0.00026877574,0.00046465138,0.00027949014,0.0017943305],"category_scores_gemma":[0.022162601,0.00023454911,0.00022860711,0.0014444028,0.005623116,0.00043254363,0.00006736478,0.0010098045,0.00006568026],"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":[0.000048839735,0.000026641219,0.0001883658,0.00013621162,0.0003130219,8.817537e-7,0.7879946,0.0000039052434,0.00002309877,0.190884,0.016928341,0.0034520535],"study_design_scores_gemma":[0.00019346477,0.00019430982,0.0008337985,0.00007853375,0.00024222322,5.033503e-8,0.71302116,0.000046972444,0.0000016739609,0.019624522,0.26550692,0.00025637084],"about_ca_topic_score_codex":0.0050791465,"about_ca_topic_score_gemma":0.0030989975,"teacher_disagreement_score":0.8480339,"about_ca_system_score_codex":0.00017580653,"about_ca_system_score_gemma":0.00069910515,"threshold_uncertainty_score":0.9992274},"labels":[],"label_agreement":null},{"id":"W3049210941","doi":"10.1111/cag.12641","title":"Remixed methodologies in community‐based film research","year":2020,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Context (archaeology); Traditional knowledge; Sociology; Narrative; Colonialism; Media studies; Political science; Geography; Archaeology; Ecology; Law","score_opus":0.37626985110098743,"score_gpt":0.4781767173003885,"score_spread":0.10190686619940109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049210941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7150969,0.004074818,0.00022272614,0.20305495,0.00072350894,0.001931532,0.0004377869,0.00042475903,0.07403302],"genre_scores_gemma":[0.9822401,0.003152788,0.008823648,0.0049717175,0.00024934768,0.00020403595,0.00006862895,0.00006523815,0.00022451217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9746025,0.020598907,0.0005301646,0.0005888918,0.0009847705,0.0026947642],"domain_scores_gemma":[0.9851658,0.010430659,0.00009851755,0.0006234301,0.00089020823,0.0027914082],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0243964,0.00033211702,0.00057876436,0.005719924,0.003915092,0.00032477442,0.0016769415,0.00047000326,0.00021447978],"category_scores_gemma":[0.020958269,0.00035756262,0.00028107374,0.01828014,0.012287399,0.00036531722,0.0001329099,0.0028155711,0.000020559119],"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":[0.00022493422,0.00009166589,0.13410775,0.0005872621,0.00021727722,0.0005308806,0.3118261,0.00017894569,0.0002073088,0.454217,0.061125483,0.036685403],"study_design_scores_gemma":[0.00045349312,0.0003376697,0.021011144,0.00012440408,0.000012946955,0.0000011067164,0.439766,0.000051006406,0.000047167032,0.053411186,0.4841814,0.0006024901],"about_ca_topic_score_codex":0.9653323,"about_ca_topic_score_gemma":0.9987068,"teacher_disagreement_score":0.42305592,"about_ca_system_score_codex":0.00034451552,"about_ca_system_score_gemma":0.0022194723,"threshold_uncertainty_score":0.99988765},"labels":[],"label_agreement":null},{"id":"W3080980893","doi":"10.1177/1049732320949167","title":"Unsettling Knowledge Synthesis Methods Using Institutional Ethnography: Reflections on the Scoping Review as a Critical Knowledge Synthesis Tool","year":2020,"lang":"en","type":"review","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Medical Library Association","keywords":"Reflexivity; Ethnography; Sociology; Positivism; Knowledge management; Process (computing); Epistemology; Engineering ethics; Computer science; Social science; Engineering","score_opus":0.9542093301975284,"score_gpt":0.8341471194460173,"score_spread":0.12006221075151113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080980893","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","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":[3.7848199e-7,0.91290385,0.011392393,0.044654425,0.00044135304,0.0061691785,0.00023849281,0.00013736161,0.024062593],"genre_scores_gemma":[0.000002558411,0.93778455,0.05528826,0.0009050732,0.00095407927,0.004673439,0.00001434555,0.0001325805,0.00024512064],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.62602067,0.36473313,0.0022720878,0.0015143782,0.0030713559,0.0023883602],"domain_scores_gemma":[0.3845395,0.60700095,0.0008412307,0.0012618009,0.0045684185,0.0017880946],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.31962016,0.0008581946,0.0041180416,0.0016767428,0.013262731,0.0005383326,0.0019487771,0.00088014407,0.00080799434],"category_scores_gemma":[0.53440946,0.0006265211,0.0014838318,0.010727047,0.010504257,0.00038118233,0.00061843457,0.00842027,0.0009290989],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017546039,0.00015709834,2.2285423e-8,0.11938145,0.00016979998,0.0000078430585,0.060245186,1.2293562e-7,2.2723239e-7,0.35048494,0.0012657777,0.46827],"study_design_scores_gemma":[0.000032478903,0.00016458108,6.221399e-8,0.3571162,0.00013723712,0.0000044466465,0.030234894,0.0000161878,0.0000017677175,0.012279297,0.59960824,0.00040459595],"about_ca_topic_score_codex":0.0033353546,"about_ca_topic_score_gemma":0.0009836284,"teacher_disagreement_score":0.5983425,"about_ca_system_score_codex":0.0036902865,"about_ca_system_score_gemma":0.05116053,"threshold_uncertainty_score":0.9998488},"labels":[],"label_agreement":null},{"id":"W3081446408","doi":"10.1111/cdoe.12573","title":"What is intersectionality and why is it important in oral health research?","year":2020,"lang":"en","type":"review","venue":"Community Dentistry And Oral Epidemiology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":83,"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":"Intersectionality; Mainstream; Social determinants of health; Sociology; Medicine; Social exclusion; Health care; Health equity; Ideology; Gender studies; Public relations; Public health; Politics; Nursing; Political science","score_opus":0.8390927253174284,"score_gpt":0.703933950264693,"score_spread":0.13515877505273544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081446408","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":[0.00012690676,0.9289856,0.00021253986,0.06943414,0.0003672916,0.00051575317,0.000098946504,0.000016853737,0.00024199135],"genre_scores_gemma":[0.00004963508,0.9884576,0.001615976,0.009280592,0.00011391285,0.000044667995,0.00007497726,0.000016655169,0.00034595196],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.83354944,0.16347069,0.00126335,0.0004846,0.0003589094,0.0008730113],"domain_scores_gemma":[0.95227516,0.045907434,0.00048742222,0.000473094,0.00021385751,0.0006430083],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.13133557,0.0002967191,0.0024661303,0.00023033116,0.0019035409,0.00018296132,0.0007314951,0.0008059235,0.0002455198],"category_scores_gemma":[0.034344964,0.0002613294,0.0002326949,0.0007423927,0.0050479593,0.00037797546,0.001039457,0.00685863,0.000020967569],"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":[0.000022042668,0.00008534016,0.0012676461,0.0078053796,0.000113016606,0.000043361717,0.028461881,1.25659945e-8,2.5923185e-8,0.020259429,0.071164444,0.8707774],"study_design_scores_gemma":[0.00009935695,0.0001409268,0.00020098858,0.003135691,0.000018561295,0.000029960473,0.02721155,0.0000054426505,2.3686946e-8,0.10385385,0.8651311,0.00017258702],"about_ca_topic_score_codex":0.055543385,"about_ca_topic_score_gemma":0.05064716,"teacher_disagreement_score":0.8706048,"about_ca_system_score_codex":0.0003098021,"about_ca_system_score_gemma":0.001165075,"threshold_uncertainty_score":0.9999839},"labels":[],"label_agreement":null},{"id":"W3081787022","doi":"10.1177/1609406920949333","title":"“Value-adding” Analysis: Doing More With Qualitative Data","year":2020,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Value (mathematics); Conceptualization; Contextualization; Computer science; Qualitative research; Epistemology; Reflexivity; Heuristics; Generative grammar; Data science; Cognitive reframing; Sociology; Knowledge management; Interpretation (philosophy); Psychology; Artificial intelligence; Social science","score_opus":0.8646383045219155,"score_gpt":0.7673385720382173,"score_spread":0.09729973248369816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081787022","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032448117,0.00062796706,0.9122392,0.07733216,0.00031507216,0.00015703213,0.00018203513,0.000027648062,0.005874055],"genre_scores_gemma":[0.056535833,0.00025595038,0.9402027,0.0018927408,0.00083890674,0.0000054627544,0.000035265588,0.000025999612,0.00020710967],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9382141,0.056497116,0.0011778976,0.00048790517,0.0031784265,0.0004445113],"domain_scores_gemma":[0.9678408,0.025594464,0.001438494,0.00032486336,0.0042055235,0.000595841],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.092490524,0.0002442033,0.00079219806,0.0005934234,0.0003338707,0.00029113318,0.002487671,0.00012680884,0.00027169424],"category_scores_gemma":[0.034656994,0.0001871125,0.0003295051,0.0018713895,0.0018649182,0.0013770154,0.0003227429,0.0010328001,0.00001091146],"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":[0.00048759743,0.000072130286,0.00008317974,0.000017792008,0.0042710537,0.00006327188,0.81681293,0.00024264018,0.00041482557,0.15817212,0.00068672426,0.018675728],"study_design_scores_gemma":[0.0008242606,0.00038537048,0.00012109304,0.000113881186,0.0004495649,0.000005336573,0.8710745,0.0011590756,0.00027198019,0.023652386,0.101635896,0.00030666884],"about_ca_topic_score_codex":0.0006529952,"about_ca_topic_score_gemma":0.00010393422,"teacher_disagreement_score":0.13451973,"about_ca_system_score_codex":0.00024746297,"about_ca_system_score_gemma":0.0010557384,"threshold_uncertainty_score":0.9734745},"labels":[],"label_agreement":null},{"id":"W3082641876","doi":"10.16995/dscn.328","title":"Tagging My Tears and Fears: Text-Mining the Autoethnography","year":2020,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Autoethnography; Reflexive pronoun; Computer science; Context (archaeology); Narrative; Psychology; World Wide Web; Literature; Art; Sociology; History","score_opus":0.21240016149277005,"score_gpt":0.45276345494161874,"score_spread":0.24036329344884869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082641876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60150594,0.0068208463,0.0029617543,0.3012592,0.00018398548,0.0006253423,0.000039598424,0.00028112525,0.086322226],"genre_scores_gemma":[0.9947146,0.0022171827,0.00023808128,0.0020696975,0.0002979478,0.000039014667,0.0000015146843,0.000018918447,0.0004030361],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976779,0.00081760605,0.00021175978,0.00032346032,0.00048873987,0.000480502],"domain_scores_gemma":[0.996845,0.0025600244,0.00008235976,0.000114560906,0.0001879062,0.00021013833],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002921285,0.00015578484,0.00026418932,0.000044969438,0.0014116482,0.00039616728,0.00026613515,0.00008408813,0.000007408919],"category_scores_gemma":[0.005954661,0.00011235202,0.00010487664,0.0005836631,0.0026109507,0.00045002368,0.00030545742,0.00040207658,0.00001114239],"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":[0.0000108152635,0.000014524124,0.0012642392,0.000039377122,0.00010129604,0.000007605291,0.96753615,0.0000029479322,0.000027925737,0.0049810144,0.002498403,0.023515694],"study_design_scores_gemma":[0.00011541246,0.000058041183,0.00038550718,0.000038307327,1.4746097e-7,4.7573835e-7,0.8087273,0.000034521992,0.000013657029,0.011842737,0.17865348,0.00013037637],"about_ca_topic_score_codex":0.00022213283,"about_ca_topic_score_gemma":0.00022182219,"teacher_disagreement_score":0.39320868,"about_ca_system_score_codex":0.000037097165,"about_ca_system_score_gemma":0.00013900612,"threshold_uncertainty_score":0.99988836},"labels":[],"label_agreement":null},{"id":"W3084283457","doi":"10.1093/oxfordhb/9780190847388.013.2","title":"Complex Teams and Qualitative Research","year":2020,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Queen's University","funders":"","keywords":"Qualitative research; Set (abstract data type); Engineering ethics; Field (mathematics); Discipline; Knowledge management; Management science; Sociology; Computer science; Engineering; Social science","score_opus":0.5277093250244127,"score_gpt":0.5363419988152813,"score_spread":0.008632673790868628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084283457","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":[0.000020345535,0.00011536547,0.0005506778,0.002335634,0.00005128143,0.00056265976,0.00018438978,0.00007911208,0.99610054],"genre_scores_gemma":[0.0005578103,0.0016854237,0.0035534233,0.00009330504,0.00019298996,0.0000012749857,0.000018665574,0.000034130197,0.993863],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99270654,0.004622998,0.00018502057,0.000576272,0.0013725746,0.0005366144],"domain_scores_gemma":[0.9944278,0.0039389734,0.00013140288,0.00025630175,0.000714226,0.00053129613],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007254649,0.0002313303,0.00042783856,0.0002304232,0.0015940204,0.0001411254,0.0006347568,0.0005181133,0.00012890671],"category_scores_gemma":[0.0007529263,0.00025960035,0.0001297204,0.000035000263,0.005745469,0.00012462965,0.000663809,0.0017994422,0.00000498477],"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":[0.000084640895,0.0000051177344,6.444023e-7,0.00008498418,0.00008441623,0.00005377936,0.10376063,6.123822e-8,0.0000100768175,0.88303083,0.005848906,0.0070359167],"study_design_scores_gemma":[0.00021028837,0.00011038344,0.00000228874,0.00008788357,0.000022891762,2.364243e-7,0.0466745,0.000006367382,0.000002883015,0.111053295,0.8415911,0.00023783183],"about_ca_topic_score_codex":0.0020094253,"about_ca_topic_score_gemma":0.0005843001,"teacher_disagreement_score":0.83574224,"about_ca_system_score_codex":0.00033252573,"about_ca_system_score_gemma":0.0006618429,"threshold_uncertainty_score":0.99998564},"labels":[],"label_agreement":null},{"id":"W3087311118","doi":"10.1177/1609406920958600","title":"Collecting Sensorial Litter: Ethnographic Reflexive Grappling With Corporeal Complexity","year":2020,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reflexivity; Ethnography; Embodied cognition; Narrative; Aesthetics; Sociology; Power (physics); Visual arts; Epistemology; Art; Anthropology; Philosophy; Literature","score_opus":0.9135859580299028,"score_gpt":0.7378958069973547,"score_spread":0.17569015103254815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087311118","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035073813,0.00016456492,0.89988875,0.05353074,0.0010450111,0.00025944706,0.0000409225,0.00004162277,0.009955109],"genre_scores_gemma":[0.13959219,0.00016334055,0.85669464,0.0012718178,0.0021549084,0.0000067497144,0.000004476116,0.000024746649,0.00008714412],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9670022,0.029299775,0.00090889767,0.0002809119,0.0021163689,0.00039185424],"domain_scores_gemma":[0.9807536,0.0135910455,0.0011470389,0.00008887499,0.003965729,0.00045373442],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04588389,0.00019685386,0.0005325553,0.00033352154,0.0004941785,0.00020379106,0.0007604841,0.00013394597,0.00013955419],"category_scores_gemma":[0.01575866,0.00015787595,0.0002792858,0.00095889176,0.002376478,0.00043941542,0.00008992083,0.0011935331,0.0000046220293],"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":[0.0019831206,0.00008797952,0.00039227333,0.000028110411,0.0007818702,0.000099128665,0.67860425,0.00005281194,0.0024152522,0.29110113,0.0005869211,0.023867179],"study_design_scores_gemma":[0.0025850916,0.0014532667,0.00034301414,0.00024983598,0.00008026962,0.000028890403,0.45021644,0.00035332804,0.0022346487,0.49279112,0.049197264,0.00046682724],"about_ca_topic_score_codex":0.00051082415,"about_ca_topic_score_gemma":0.00013712367,"teacher_disagreement_score":0.22838777,"about_ca_system_score_codex":0.0002061223,"about_ca_system_score_gemma":0.0007166556,"threshold_uncertainty_score":0.992532},"labels":[],"label_agreement":null},{"id":"W3088726120","doi":"10.1177/1609406920951295","title":"Learning Ethnography Through Doing Ethnography: Two Student—Researchers’ Insights","year":2020,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Simon Fraser University","funders":"","keywords":"Ethnography; Reflexivity; Sociology; Field (mathematics); Ontology; Value (mathematics); Pedagogy; Epistemology; Social science; Anthropology; Computer science; Philosophy","score_opus":0.8385035399211652,"score_gpt":0.7456772702121802,"score_spread":0.092826269708985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088726120","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04575115,0.0029449011,0.87165594,0.050724927,0.0011345715,0.0002800846,0.000010126562,0.00006273786,0.027435565],"genre_scores_gemma":[0.21114768,0.0018419359,0.783607,0.0018220634,0.0013602778,0.000011150353,0.0000036180293,0.000035109962,0.00017115679],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92154104,0.0726316,0.0011436922,0.00036511925,0.0037441638,0.00057435926],"domain_scores_gemma":[0.97433364,0.019944377,0.00092667463,0.00011566598,0.004120572,0.0005590733],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.058420084,0.00023892938,0.00056555716,0.0005734745,0.00063517457,0.0003605901,0.0015494255,0.00016528642,0.00028550622],"category_scores_gemma":[0.025466455,0.00020565173,0.00060666644,0.0014975916,0.0021904956,0.0012388875,0.00024133554,0.0025219752,0.000018728171],"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":[0.00020962514,0.00009325807,0.0005243419,0.000017660246,0.00074736535,0.00006160647,0.82684636,0.00011993401,0.0028029985,0.11417705,0.00029302354,0.054106805],"study_design_scores_gemma":[0.0011049797,0.0005736568,0.0002442804,0.00013083963,0.000031256,0.000002851411,0.64979905,0.000070863985,0.0011596506,0.11410316,0.23253225,0.00024717578],"about_ca_topic_score_codex":0.0005976894,"about_ca_topic_score_gemma":0.0000617896,"teacher_disagreement_score":0.23223923,"about_ca_system_score_codex":0.00020130072,"about_ca_system_score_gemma":0.0006034252,"threshold_uncertainty_score":0.9997792},"labels":[],"label_agreement":null},{"id":"W3093673742","doi":"10.4324/9780429270260","title":"Ethics, Ethnocentrism and Social Science Research","year":2020,"lang":"en","type":"book","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Ethnocentrism; Sociology; Social science; Epistemology; Anthropology; Philosophy","score_opus":0.7427385200809666,"score_gpt":0.6890871890501846,"score_spread":0.05365133103078201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093673742","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":[0.0000028989546,0.00048655953,0.00034218418,0.14614093,0.00017230272,0.00037211663,0.000016986074,0.000069490285,0.85239655],"genre_scores_gemma":[0.0002705263,0.0033606559,0.0047571985,0.0017015849,0.0016641208,0.000012584867,0.0000071702316,0.000033457527,0.9881927],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9830708,0.008019247,0.00030207584,0.00084444426,0.0065255165,0.0012379455],"domain_scores_gemma":[0.9859018,0.010746354,0.000088594,0.000180314,0.0025302,0.0005527799],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.1046062,0.00017976368,0.00036534425,0.00043077927,0.006848997,0.00067543855,0.0010548264,0.0012311366,0.0004991875],"category_scores_gemma":[0.026242968,0.0001666285,0.00008449729,0.00085376855,0.03736148,0.0002553801,0.0007781084,0.008529555,0.00021989155],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062079366,0.00000573946,0.0000014016044,0.00010107108,0.000008972216,0.000007674564,0.13704878,2.6773015e-9,0.000017192888,0.7769489,0.07591444,0.009939558],"study_design_scores_gemma":[0.000057202862,0.00003408436,0.000005876675,0.0000351344,0.0000035671533,1.0760533e-7,0.015305793,0.0000027638223,0.000009306506,0.34765318,0.6367577,0.00013529506],"about_ca_topic_score_codex":0.0011524954,"about_ca_topic_score_gemma":0.0004271758,"teacher_disagreement_score":0.5608432,"about_ca_system_score_codex":0.0007561092,"about_ca_system_score_gemma":0.021418357,"threshold_uncertainty_score":0.99444395},"labels":[],"label_agreement":null},{"id":"W3093969560","doi":"10.25071/2563-3694.9","title":"Reflexive Poetry","year":2020,"lang":"en","type":"article","venue":"New Sociology Journal of Critical Praxis","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"York University","funders":"","keywords":"Queer; Poetry; Sociology; Honour; Autoethnography; Reflexivity; Storytelling; Narrative; Queer theory; Sensibility; Aesthetics; Faith; Framing (construction); Literature; Gender studies; Art; Philosophy; History; Epistemology; Anthropology","score_opus":0.36034039829020714,"score_gpt":0.6066533426129493,"score_spread":0.2463129443227422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093969560","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":[0.012323243,0.0023538265,0.061564773,0.89260894,0.0004665016,0.00007289212,0.0000042693327,0.00002278595,0.030582763],"genre_scores_gemma":[0.9514239,0.00035187072,0.035936724,0.009272671,0.0027353405,5.8074704e-7,2.8774397e-7,0.000009718124,0.0002689376],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99438107,0.0042307167,0.0003721664,0.00012186986,0.0005138227,0.00038037225],"domain_scores_gemma":[0.99114364,0.0072888746,0.00010535443,0.000056460565,0.00061212655,0.00079352537],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0057164333,0.00007464567,0.00029492078,0.00004022128,0.0003146149,0.000027822985,0.00033348624,0.00028690547,0.0009360905],"category_scores_gemma":[0.05929725,0.0000621563,0.00016625805,0.0001355823,0.004399047,0.00023518431,0.0000455052,0.0012597279,0.00007052608],"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":[0.0001097783,0.000040226452,0.00026585956,0.000023794033,0.00003911841,0.00006935514,0.10896276,7.644797e-7,0.0005872344,0.8578528,0.024262773,0.007785514],"study_design_scores_gemma":[0.000359163,0.000886359,0.00029304344,0.000017732971,0.000023786444,0.000005766327,0.0311978,0.0000057746674,0.00009749142,0.75608647,0.21092482,0.0001018192],"about_ca_topic_score_codex":0.000060265018,"about_ca_topic_score_gemma":0.000006328673,"teacher_disagreement_score":0.9391006,"about_ca_system_score_codex":0.0000697728,"about_ca_system_score_gemma":0.0011258594,"threshold_uncertainty_score":0.9999772},"labels":[],"label_agreement":null},{"id":"W3094500237","doi":"10.38159/ehass.2020102","title":"Manoeuvring the Complexities of Field Research in Africa: Experiences from Voter Turnout Research in Ghana","year":2020,"lang":"en","type":"article","venue":"E-Journal of Humanities Arts and Social Sciences","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Field (mathematics); Realm; Voter turnout; Turnout; Relevance (law); Public relations; Field research; Politics; Political science; Empirical research; Identification (biology); Sociology; Social science; Voting; Epistemology","score_opus":0.829576835856678,"score_gpt":0.5979919035832536,"score_spread":0.23158493227342436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094500237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8874433,0.001740192,0.000017831166,0.061682463,0.00013119746,0.00014542163,0.0000035418102,0.0000030877056,0.048832957],"genre_scores_gemma":[0.9983507,0.00029534017,0.00041103223,0.00020456845,0.0006258373,0.0000073875144,1.1162538e-7,0.000003508881,0.00010153986],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.992594,0.0040550753,0.00046620812,0.0001842178,0.0021142089,0.00058630167],"domain_scores_gemma":[0.9931927,0.0061140247,0.00014392957,0.00005233965,0.0004239211,0.000073083196],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.027734522,0.00007693235,0.00028191603,0.00032883318,0.0021467833,0.00041954397,0.0007851007,0.000078358426,0.00024936613],"category_scores_gemma":[0.0013323649,0.000051260507,0.00006140653,0.00082766014,0.009560808,0.0004952766,0.00020421378,0.00096508546,0.0000014626244],"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":[0.000042343327,0.000022082548,0.0008544386,0.000018827612,0.0000053974495,0.000013256356,0.8354048,8.4602476e-7,0.00004086626,0.16136172,0.00062774954,0.0016076444],"study_design_scores_gemma":[0.00011611892,0.00036132344,0.0010420256,0.000102335485,0.0000011201329,2.6258712e-7,0.8736084,0.000016637205,0.00006554134,0.113192044,0.011436064,0.00005809575],"about_ca_topic_score_codex":0.008326431,"about_ca_topic_score_gemma":0.00860402,"teacher_disagreement_score":0.11090737,"about_ca_system_score_codex":0.00006610999,"about_ca_system_score_gemma":0.0004555819,"threshold_uncertainty_score":0.9991523},"labels":[],"label_agreement":null},{"id":"W3094742618","doi":"10.5206/elip.v3i1.8617","title":"Towards Epistemic Justice in the Archives","year":2020,"lang":"en","type":"article","venue":"Emerging Library & Information Perspectives","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Western University","funders":"","keywords":"Injustice; Sociology; Economic Justice; Epistemology; Power (physics); Social justice; Social injustice; Political science; Law; Social science; Philosophy; Politics","score_opus":0.10336634424276073,"score_gpt":0.42952663086129345,"score_spread":0.3261602866185327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094742618","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":[0.008056855,0.00044485077,0.0061329985,0.49615982,0.00008984885,0.00028920232,0.000011932908,0.00012815025,0.48868635],"genre_scores_gemma":[0.97793406,0.001823709,0.01181302,0.0072928984,0.00061493815,0.000040796873,0.00002199661,0.000011109589,0.0004474894],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974282,0.0014356521,0.00025062478,0.00011009886,0.0005085097,0.0002669512],"domain_scores_gemma":[0.9987333,0.0009326993,0.000083995874,0.000098860444,0.00004760714,0.000103564926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015331433,0.0000856034,0.00010832186,0.00010227771,0.0008703856,0.00052583695,0.0004492176,0.00004648794,0.00018606287],"category_scores_gemma":[0.0027353754,0.000065005406,0.000058522506,0.0009126961,0.000526304,0.00401618,0.00006573489,0.000425998,0.000062861815],"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":[0.000020723834,0.000007234454,0.00011618742,0.000032140302,0.0000045353363,7.5289495e-7,0.5257449,0.000022581069,0.0000053119275,0.4673458,0.0014142871,0.005285544],"study_design_scores_gemma":[0.00013237301,0.000033256503,0.0015322312,0.000019842306,0.000004401891,3.192745e-7,0.77373475,0.00060203916,0.00002417815,0.034351114,0.18947127,0.00009421947],"about_ca_topic_score_codex":0.0001700035,"about_ca_topic_score_gemma":0.000007938146,"teacher_disagreement_score":0.9698772,"about_ca_system_score_codex":0.000021835594,"about_ca_system_score_gemma":0.00033655658,"threshold_uncertainty_score":0.6694391},"labels":[],"label_agreement":null},{"id":"W3095215786","doi":"10.1080/2159676x.2020.1840423","title":"Developing the craft: reflexive accounts of doing reflexive thematic analysis","year":2020,"lang":"en","type":"article","venue":"Qualitative Research in Sport Exercise and Health","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":271,"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":"Reflexivity; Craft; Transparency (behavior); Thematic analysis; Qualitative research; Flexibility (engineering); Constructive; Sociology; Qualitative analysis; Epistemology; Creativity; Qualitative property; Process (computing); Engineering ethics; Computer science; Psychology; Social science; Management; Social psychology; Engineering; Visual arts","score_opus":0.7511741826300686,"score_gpt":0.7174272226715965,"score_spread":0.0337469599584721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095215786","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":[0.308153,0.009667872,0.02619751,0.62624335,0.00009350117,0.0049946113,0.00010072146,0.000093577,0.024455873],"genre_scores_gemma":[0.96222657,0.017085668,0.019247683,0.00093082635,0.00010783501,0.00012556656,0.000012859534,0.000020836282,0.0002421677],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9857414,0.009376044,0.0009646189,0.00054493704,0.0022863743,0.001086638],"domain_scores_gemma":[0.9917983,0.0060768547,0.00035357988,0.0002549373,0.0010010686,0.00051526056],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.09929268,0.00017269976,0.0009423937,0.00060028065,0.00124653,0.00010239586,0.0005214832,0.00013666868,0.000075123935],"category_scores_gemma":[0.0020244836,0.00012469385,0.00013561737,0.0055623036,0.0027621582,0.00030367493,0.00022070632,0.0011730014,0.000015128015],"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":[0.00012885185,0.000038035025,0.0022573757,0.0005720614,0.0000928148,0.000007557364,0.70426404,0.000007007812,0.000004336198,0.27957273,0.00028717364,0.012768019],"study_design_scores_gemma":[0.00029566616,0.00022339114,0.0055623595,0.0007319929,0.000025148931,1.2696938e-7,0.8810025,0.00017034895,0.00003430362,0.106409624,0.0053634043,0.00018116353],"about_ca_topic_score_codex":0.02226954,"about_ca_topic_score_gemma":0.0072569195,"teacher_disagreement_score":0.65407354,"about_ca_system_score_codex":0.0004600204,"about_ca_system_score_gemma":0.002816107,"threshold_uncertainty_score":0.9999518},"labels":[],"label_agreement":null},{"id":"W3096943834","doi":"10.1075/ml.00010.int","title":"Introduction to the special issue","year":2020,"lang":"en","type":"article","venue":"The Mental Lexicon","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Computer science","score_opus":0.1732598917320122,"score_gpt":0.49611493319864775,"score_spread":0.3228550414666356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096943834","genre_codex":"commentary","genre_gemma":"editorial","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":[0.0073122745,0.000033104294,0.00038904214,0.94068146,0.0007417362,0.00032474342,0.000005582908,0.00002199359,0.050490048],"genre_scores_gemma":[0.43351105,0.0004933944,0.004371772,0.057926685,0.45319185,0.000104932005,0.000015881746,0.000046280747,0.05033816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976382,0.0015355335,0.00008123556,0.00012550612,0.000430324,0.0001891494],"domain_scores_gemma":[0.9994947,0.0002451095,0.000021953136,0.000100427525,0.000034035882,0.00010379007],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036616214,0.000045596327,0.00005904089,0.0000092010605,0.0007910329,0.00008313291,0.0002950134,0.00002615444,0.0023939267],"category_scores_gemma":[0.0010043267,0.000024721081,0.000033928598,0.00025929222,0.00042328186,0.00007039712,0.000076474644,0.00021524512,0.0013442027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057488887,0.000011509587,0.000012177459,0.0000032483113,0.000009593134,4.2521214e-7,0.26897705,0.000005647474,0.001485774,0.15460424,0.5198982,0.05493465],"study_design_scores_gemma":[0.000044760138,0.000065542095,0.00006227787,0.0000016250123,0.0000022793,1.2087587e-7,0.039692342,0.000013474857,0.0011948056,0.005309114,0.95357686,0.00003679108],"about_ca_topic_score_codex":0.00046646947,"about_ca_topic_score_gemma":0.00038533565,"teacher_disagreement_score":0.8827548,"about_ca_system_score_codex":0.000062745705,"about_ca_system_score_gemma":0.000060263617,"threshold_uncertainty_score":0.99943334},"labels":[],"label_agreement":null},{"id":"W3097475970","doi":"10.46743/2160-3715/2020.4239","title":"Innovating the Study of Context: Using a Qualitative Study on Subjugation and Resistance to Explore the Utility of Foucauldian Governmentality as a Framework for Enriching Situational Analyses","year":2020,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Governmentality; Situational ethics; Complementarity (molecular biology); Sociology; Resistance (ecology); Context (archaeology); Qualitative research; Social psychology; Salient; Grounded theory; Epistemology; Psychology; Social science; Political science; Politics; Law","score_opus":0.7784346552553967,"score_gpt":0.6997885297249848,"score_spread":0.07864612553041184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097475970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.925015,0.00007400666,0.050939865,0.020342631,0.00004119216,0.003050114,0.0000484588,0.000011729892,0.00047702354],"genre_scores_gemma":[0.9912922,0.0000027589824,0.007854599,0.00052592554,0.000079745245,0.00019736138,0.0000030770768,0.000013359605,0.000030996307],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9703803,0.025519943,0.0011734486,0.00047529893,0.0021580094,0.0002930041],"domain_scores_gemma":[0.9539999,0.04289661,0.0012983076,0.00042672144,0.0012738915,0.00010458693],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04826581,0.00017930957,0.00046637494,0.000050151248,0.0014147916,0.00007216164,0.0003913561,0.000059619066,0.0000137160905],"category_scores_gemma":[0.06858529,0.00010003607,0.000102435944,0.001303209,0.0012906946,0.00016675802,0.00013961403,0.00045496313,5.2281837e-7],"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":[0.00053213467,0.00028156443,0.0011630898,0.000041123494,0.00027244393,0.0000022314118,0.9014529,0.000009681382,0.0003301162,0.09516124,0.000035050976,0.0007184309],"study_design_scores_gemma":[0.0002640727,0.0007766737,0.0065777195,0.00006274533,0.000059612994,2.4797285e-7,0.85709757,0.000109359884,0.00014910339,0.13474955,0.000055892968,0.000097456475],"about_ca_topic_score_codex":0.0048587215,"about_ca_topic_score_gemma":0.0017859712,"teacher_disagreement_score":0.0662772,"about_ca_system_score_codex":0.00012218037,"about_ca_system_score_gemma":0.000392557,"threshold_uncertainty_score":0.9998852},"labels":[],"label_agreement":null},{"id":"W3097617538","doi":"10.1080/00085006.2020.1833569","title":"Janet Hyer (1958–2020)","year":2020,"lang":"en","type":"article","venue":"Canadian Slavonic Papers","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McMaster University","funders":"","keywords":"Psychoanalysis; Psychology","score_opus":0.15640521581292427,"score_gpt":0.4414914716900054,"score_spread":0.28508625587708114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097617538","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":[0.00856499,0.00060464046,0.000041630676,0.24949044,0.00023293607,0.00024356782,0.00005835165,0.000063844025,0.7406996],"genre_scores_gemma":[0.9763374,0.0005370267,0.0013543421,0.01642482,0.00057024363,0.000014387262,0.0000106382195,0.000022095668,0.0047290446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974684,0.0009898348,0.00013417573,0.00026178424,0.00040744626,0.0007383367],"domain_scores_gemma":[0.997357,0.00044401622,0.00002845898,0.00013159185,0.000080710226,0.0019582056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018118978,0.000091651236,0.00014583264,0.000051113577,0.0006100993,0.00008880794,0.00034995042,0.00014473806,0.0028449562],"category_scores_gemma":[0.0027906985,0.00009862603,0.00007649852,0.0004941535,0.00065813266,0.00010102639,0.000019360965,0.00039327468,0.00059177313],"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":[0.000021266176,0.000012926527,0.0016359484,0.000055866134,0.00011542358,0.00036508072,0.18287963,0.000017434335,0.0011500568,0.5452778,0.1035207,0.1649479],"study_design_scores_gemma":[0.00011041154,0.000034011486,0.00065927516,0.000006933053,0.0000053349713,4.025833e-7,0.016451448,0.000026955928,0.000011843436,0.002010947,0.9805376,0.00014484773],"about_ca_topic_score_codex":0.23674864,"about_ca_topic_score_gemma":0.62894326,"teacher_disagreement_score":0.9677724,"about_ca_system_score_codex":0.00035096923,"about_ca_system_score_gemma":0.0037538377,"threshold_uncertainty_score":0.9980666},"labels":[],"label_agreement":null},{"id":"W3099938767","doi":"10.4018/978-1-7998-5826-3.ch008","title":"When Participants' Trauma Becomes Mine","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in higher education and professional development book series","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Countertransference; Qualitative research; Narrative; Mental health; Context (archaeology); Psychology; Narrative inquiry; Immigration; Sociology; Psychoanalysis; Psychotherapist; Social science; Political science; History; Art","score_opus":0.2140866733566931,"score_gpt":0.4991784879521383,"score_spread":0.2850918145954452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099938767","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":[0.00019783061,0.050318066,0.0000083320965,0.08283954,0.0036385076,0.00059958064,0.000014758,0.0000564209,0.862327],"genre_scores_gemma":[0.00067886146,0.016083539,0.010687724,0.002096315,0.0003615214,0.00015722858,0.00006568732,0.00002607613,0.96984303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978151,0.00038428797,0.0004537072,0.00039281292,0.00061876804,0.00033537764],"domain_scores_gemma":[0.9986474,0.0006263863,0.00018767024,0.00010104384,0.00017679717,0.00026069343],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011998403,0.0002425089,0.00034212292,0.00013062466,0.00043404772,0.000051392304,0.00019580332,0.00025916175,0.0045553828],"category_scores_gemma":[0.00017255997,0.00021499512,0.00003819363,0.000057884423,0.00078257784,0.00092777377,0.00009397942,0.0005198685,0.00005975668],"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":[0.000056174762,0.000049332768,0.0004977034,0.00020571271,0.000022038843,0.0000024519434,0.036345996,1.3908159e-7,0.0000016128964,0.8992416,0.0053579872,0.058219213],"study_design_scores_gemma":[0.00008731975,0.000020963222,0.0017621776,0.0004587409,0.0000052100518,2.3181809e-7,0.0023603581,5.327438e-8,0.000011849753,0.22573967,0.769326,0.00022744716],"about_ca_topic_score_codex":0.000025745921,"about_ca_topic_score_gemma":0.0005547898,"teacher_disagreement_score":0.763968,"about_ca_system_score_codex":0.00016930026,"about_ca_system_score_gemma":0.0024152887,"threshold_uncertainty_score":0.9963546},"labels":[],"label_agreement":null},{"id":"W3104288520","doi":"10.1177/2333393620970508","title":"Autoethnography as a Strategy for Engaging in Reflexivity","year":2020,"lang":"en","type":"article","venue":"Global Qualitative Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":77,"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; Western University","funders":"Myasthenia Gravis Foundation of America","keywords":"Reflexivity; Autoethnography; Autonomy; Affordance; Qualitative research; Narrative; Psychology; Journaling file system; Sociology; Gender studies; Political science; Cognitive psychology; Social science; Computer science; Art","score_opus":0.7870689262233723,"score_gpt":0.7510016328900572,"score_spread":0.036067293333315154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104288520","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":[0.20003183,0.002593584,0.048549853,0.3173763,0.00036276365,0.0040194085,0.00035918035,0.00034352898,0.42636356],"genre_scores_gemma":[0.97884524,0.00012864069,0.019877283,0.0004592475,0.0002949904,0.00015412795,0.0000126751465,0.00002122019,0.00020656371],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9615261,0.03357752,0.00044007873,0.00070144626,0.00215179,0.0016030448],"domain_scores_gemma":[0.98463666,0.013091778,0.00008304789,0.00019249885,0.0012890412,0.00070694205],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05949292,0.00017872316,0.00037055262,0.00025203376,0.0014959906,0.00028961015,0.00061730965,0.00024230003,0.00006667414],"category_scores_gemma":[0.03947684,0.00018404063,0.0001660425,0.003896402,0.0047940966,0.00040941793,0.00007053823,0.001388602,0.00006400992],"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":[0.00030592582,0.00009929687,0.00012345541,0.000062508676,0.000013864788,0.000006810327,0.4220682,0.000009884314,0.0001434512,0.52805066,0.0025760601,0.04653988],"study_design_scores_gemma":[0.00040060858,0.000435465,0.0002831823,0.00016225968,0.0000023217476,1.4979096e-7,0.4706884,0.0001600289,0.000041656054,0.52156895,0.00611971,0.00013727986],"about_ca_topic_score_codex":0.0047667236,"about_ca_topic_score_gemma":0.00077181327,"teacher_disagreement_score":0.7788134,"about_ca_system_score_codex":0.0010155842,"about_ca_system_score_gemma":0.0017367351,"threshold_uncertainty_score":0.9998039},"labels":[],"label_agreement":null},{"id":"W3109297106","doi":"10.1007/978-3-030-56806-1_7","title":"Disciplined Physical Activity as an Ethic of Anishinaabeg Self-Discipline","year":2020,"lang":"en","type":"book-chapter","venue":"New femininities in digital, physical and sporting cultures","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Indigenous; Vitality; Colonialism; Environmental ethics; Sociology; Political science; Ecology; Law; Philosophy","score_opus":0.13284874808286268,"score_gpt":0.47726060496615874,"score_spread":0.34441185688329606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109297106","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":[0.30439347,0.00011441726,0.000012981253,0.002570907,0.00009068953,0.00038061335,0.00016555093,0.00015342192,0.6921179],"genre_scores_gemma":[0.9347503,0.00025202386,0.00047557664,0.00009890089,0.0021491,0.000010772374,0.00008158392,0.000060943144,0.062120773],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969239,0.00018085731,0.00046917654,0.0007058816,0.0012280061,0.000492127],"domain_scores_gemma":[0.9968993,0.0015270098,0.00055257283,0.00026692316,0.0002218433,0.0005323267],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009737975,0.00046112214,0.0010837904,0.000070590424,0.00036904129,0.00035849353,0.00047320043,0.00044734046,0.000033243385],"category_scores_gemma":[0.0016850734,0.0003747316,0.00028508934,0.00014872623,0.0023121352,0.00079230877,0.0003757661,0.0016402007,0.00001132002],"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":[0.000114701405,0.00033412268,0.00006411103,0.00022466006,0.00007454916,0.000031574476,0.1906476,0.0000022872327,0.00005870553,0.7926794,0.0007698867,0.014998341],"study_design_scores_gemma":[0.00036341112,0.0005920075,0.0004287182,0.0004182098,0.000063359956,0.0000010655901,0.023369351,0.00010706298,0.0001388777,0.9542518,0.019636087,0.0006300247],"about_ca_topic_score_codex":0.0003343125,"about_ca_topic_score_gemma":0.00015940914,"teacher_disagreement_score":0.63035685,"about_ca_system_score_codex":0.00007621222,"about_ca_system_score_gemma":0.0007554161,"threshold_uncertainty_score":0.9998705},"labels":[],"label_agreement":null},{"id":"W3111095066","doi":"10.7202/1073855ar","title":"Archibald, Jo-Ann, Jenny Lee-Morgan, and Jason De Santolo, eds. 2019. Decolonizing Research: Indigenous Storywork as Methodology. London: Zed Scholar","year":2020,"lang":"en","type":"article","venue":"Material Culture Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Sociology; Art history; Art; Biology","score_opus":0.46885144544486534,"score_gpt":0.5758309481358908,"score_spread":0.10697950269102541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111095066","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":[0.13061257,0.7842055,0.0011793633,0.0678683,0.0013071164,0.0050226715,0.00013817269,0.00034831275,0.009318023],"genre_scores_gemma":[0.0051281666,0.88994557,0.09498709,0.006768958,0.002111187,0.000158658,0.000043081,0.000062433486,0.0007948778],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.95980656,0.036772422,0.0005360973,0.0006505982,0.001054512,0.0011798013],"domain_scores_gemma":[0.9961835,0.0019220979,0.00021152334,0.00031337718,0.0005561893,0.00081330334],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.047157135,0.00027402182,0.0009164299,0.000082002916,0.0019484207,0.0004627925,0.0007641276,0.0004270618,0.0007786915],"category_scores_gemma":[0.034918845,0.00022483004,0.00015006539,0.0009416896,0.0012880556,0.0003952167,0.00034230592,0.0017472516,0.00024080125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007752848,0.00019119571,0.00080090587,0.013415421,0.00041024026,0.0004207222,0.3594061,8.040999e-7,0.054526404,0.06685224,0.06667099,0.43652967],"study_design_scores_gemma":[0.00025684136,0.00030610792,0.00031918834,0.0013032387,0.00006119536,0.000015344613,0.0028554976,4.8700673e-7,0.0008889239,0.0075097373,0.98619056,0.0002928949],"about_ca_topic_score_codex":0.0020420195,"about_ca_topic_score_gemma":0.0003419457,"teacher_disagreement_score":0.91951954,"about_ca_system_score_codex":0.00024231485,"about_ca_system_score_gemma":0.00109117,"threshold_uncertainty_score":0.9993509},"labels":[],"label_agreement":null},{"id":"W3111570355","doi":"10.1007/978-3-030-54222-1_11","title":"Teaching Institutional Ethnography to Undergraduate Students","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Capstone; Ethnography; Discipline; Sociology; Field (mathematics); Pedagogy; Resource (disambiguation); Relation (database); Process (computing); Engineering ethics; Mathematics education; Psychology; Social science; Engineering; Computer science","score_opus":0.31489741749765204,"score_gpt":0.5544172415401256,"score_spread":0.23951982404247357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111570355","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":[0.000014055206,0.00007986839,0.013909293,0.069481075,0.00023072997,0.00035828154,0.000025312655,0.000102063204,0.9157993],"genre_scores_gemma":[0.0027399373,0.00039918046,0.026700113,0.0050314926,0.00079534954,0.000016572532,0.000019199837,0.00003655214,0.9642616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960477,0.00080557406,0.0002589835,0.00040803588,0.0021527044,0.0003269991],"domain_scores_gemma":[0.9982451,0.0008083636,0.0000726627,0.00015198506,0.00018973534,0.0005321548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055623534,0.00019969167,0.00028135185,0.00022701577,0.0011828396,0.0001847777,0.0006556055,0.00031360885,0.00042447692],"category_scores_gemma":[0.001199995,0.00018322334,0.00020521309,0.000092953866,0.0009116641,0.000116891766,0.0002722387,0.0014168699,0.00065728324],"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":[0.000007850766,0.000011285255,0.000024319428,0.00002211062,0.000083182094,0.000012340092,0.010197302,0.0000010502688,0.000003597131,0.9682407,0.0059941416,0.015402128],"study_design_scores_gemma":[0.000049653634,0.000038048736,0.00001453345,0.00006688464,0.000008143458,8.166556e-8,0.0010830497,8.3860755e-7,5.3935446e-7,0.4050219,0.5935636,0.00015273078],"about_ca_topic_score_codex":0.0029707213,"about_ca_topic_score_gemma":0.0026707773,"teacher_disagreement_score":0.5875695,"about_ca_system_score_codex":0.00016626288,"about_ca_system_score_gemma":0.0005782439,"threshold_uncertainty_score":0.90975654},"labels":[],"label_agreement":null},{"id":"W3111613246","doi":"10.1177/1609406920977325","title":"Capturing the Shadow and Light of Researcher Positionality: A Picture-Prompted Poly-Ethnography","year":2020,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":17,"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; University of British Columbia","funders":"","keywords":"Reflexivity; Ethnography; Privilege (computing); Thematic analysis; Conversation; Sociology; Qualitative research; Shadow (psychology); Photovoice; Power (physics); Visual research; Psychology; Social science; Visual arts; Anthropology; Computer science; Communication","score_opus":0.7739597248794695,"score_gpt":0.6994466828146959,"score_spread":0.0745130420647736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111613246","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043307856,0.0055767195,0.46318772,0.47809646,0.0005013112,0.00034415902,0.000091571565,0.000019260371,0.008874927],"genre_scores_gemma":[0.51138496,0.00055962236,0.48480082,0.0021907035,0.00086326996,0.00000882011,0.0000032210562,0.000020061223,0.00016852429],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9655502,0.031345356,0.0007315114,0.00018332753,0.0019338516,0.0002557559],"domain_scores_gemma":[0.98344535,0.01277438,0.000599527,0.00009010072,0.0028136526,0.00027699774],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.050345905,0.000123913,0.00033830182,0.00024687196,0.00026055012,0.00012102904,0.0007646611,0.00010165257,0.0001607697],"category_scores_gemma":[0.021377418,0.000083397295,0.00024104094,0.00053254777,0.0018104601,0.00033997773,0.00014507688,0.0008551119,0.0000014117094],"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":[0.0003689504,0.000060799266,0.00027171907,0.000037227055,0.00061328616,0.000015268595,0.6661412,0.000003174301,0.008815052,0.29506743,0.00051671115,0.028089203],"study_design_scores_gemma":[0.00097167125,0.0004860845,0.0032989208,0.00022809932,0.000056359106,0.000012188875,0.42577443,0.000110963105,0.007833903,0.51149195,0.049507994,0.00022741687],"about_ca_topic_score_codex":0.0005763854,"about_ca_topic_score_gemma":0.000043607015,"teacher_disagreement_score":0.47590578,"about_ca_system_score_codex":0.00007652717,"about_ca_system_score_gemma":0.00038030307,"threshold_uncertainty_score":0.98686594},"labels":[],"label_agreement":null},{"id":"W3112275503","doi":"10.46743/2160-3715/2020.4754","title":"Supporting Indigenous and Non-Indigenous Research Partnerships","year":2020,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"York University","funders":"ESRC National Centre for Research Methods, University of Southampton; Economic and Social Research Council; UK Research and Innovation","keywords":"Indigenous; Mainstream; General partnership; Framing (construction); Sociology; Media studies; Public relations; Environmental ethics; Political science; Geography; Ecology; Law","score_opus":0.7271126065746509,"score_gpt":0.6958794727527442,"score_spread":0.031233133821906733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112275503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8758781,0.00081682776,0.0062176813,0.08030181,0.000108953456,0.0015874947,0.000017400296,0.000122273,0.03494945],"genre_scores_gemma":[0.99205077,0.00028299552,0.0028780317,0.0006524593,0.00047919952,0.000086189764,0.000008581519,0.000030348649,0.0035314101],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97322375,0.021855304,0.00072364404,0.00058085204,0.0022555257,0.0013609246],"domain_scores_gemma":[0.9841561,0.013383582,0.0003586928,0.00036027835,0.0010900056,0.00065138657],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.1149846,0.00017107063,0.00036174865,0.00010157268,0.003313754,0.00023961575,0.0005069662,0.00016641198,0.0000991226],"category_scores_gemma":[0.032805625,0.00012424827,0.000097585646,0.0010990795,0.004051012,0.00024410315,0.0002161066,0.001334411,0.00010235439],"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":[0.00005299765,0.00002879738,0.0009938662,0.00006421798,0.00005622214,0.00026864183,0.9752087,6.6531084e-7,0.00032504773,0.018464927,0.0007246702,0.0038112632],"study_design_scores_gemma":[0.00015067442,0.00033728045,0.0006542676,0.000028033155,0.000011904555,0.000016134254,0.8523416,0.000012536242,0.00027599663,0.07763722,0.06832326,0.00021111412],"about_ca_topic_score_codex":0.003941714,"about_ca_topic_score_gemma":0.00048227166,"teacher_disagreement_score":0.1228671,"about_ca_system_score_codex":0.00014786032,"about_ca_system_score_gemma":0.0016487528,"threshold_uncertainty_score":0.9986594},"labels":[],"label_agreement":null},{"id":"W3112634051","doi":"10.1007/978-3-030-54222-1_3","title":"Materialist Matters: A Case for Revisiting the Social Ontology of Institutional Ethnography","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Ethnography; Ontology; Materialism; Argument (complex analysis); Social ontology; Foundation (evidence); Epistemology; Sociology; Political science; Anthropology; Philosophy; Law; Medicine","score_opus":0.4010201528701947,"score_gpt":0.5420069293840866,"score_spread":0.14098677651389185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112634051","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":[0.000050630668,0.00025036794,0.012442796,0.23743929,0.0004074451,0.00089039607,0.0006184874,0.000046933746,0.74785364],"genre_scores_gemma":[0.050440874,0.0023689244,0.23120847,0.055454344,0.04686779,0.00079643656,0.000729319,0.00043171068,0.61170214],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798316,0.000745289,0.00036954944,0.00022839673,0.00043344285,0.0002401468],"domain_scores_gemma":[0.9973584,0.0018576799,0.00025167182,0.00009287198,0.0003643979,0.00007499991],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0050599575,0.00014053131,0.0003637314,0.000074315816,0.0013580514,0.00007631704,0.00026514425,0.0003572285,0.0006741177],"category_scores_gemma":[0.00077912747,0.00010239013,0.00029961523,0.00005768736,0.003558064,0.00006352019,0.000080344675,0.0003783186,0.0000094971165],"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":[0.000033620425,0.0000021780645,7.5585234e-7,0.0002174479,0.00007882189,0.000040773615,0.01578547,5.580231e-8,0.0000243903,0.97215724,0.003623334,0.008035906],"study_design_scores_gemma":[0.0001277059,0.000033691387,0.0000020948908,0.000075812924,0.0000404949,0.000010466569,0.007089105,0.000003032757,0.0000063287634,0.23125833,0.76121914,0.00013381592],"about_ca_topic_score_codex":0.002229726,"about_ca_topic_score_gemma":0.0013453419,"teacher_disagreement_score":0.7575958,"about_ca_system_score_codex":0.000056432535,"about_ca_system_score_gemma":0.00046218417,"threshold_uncertainty_score":0.99994206},"labels":[],"label_agreement":null},{"id":"W3113012707","doi":"10.26686/ce.v3i1.6654","title":"I Said No","year":2020,"lang":"en","type":"article","venue":"Commoning Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Work (physics); Field (mathematics); Reflection (computer programming); Point (geometry); Process (computing); Sociology; Public relations; Epistemology; Political science; Computer science; Engineering; Mechanical engineering; Philosophy; Mathematics","score_opus":0.38274002340920216,"score_gpt":0.5251124997303392,"score_spread":0.1423724763211371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113012707","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":[0.044977527,0.0020368,0.022423906,0.14629497,0.0005525728,0.0004292234,0.000015841464,0.00068690913,0.7825822],"genre_scores_gemma":[0.9454489,0.0005595794,0.046287578,0.0062501575,0.00088288024,0.000026189637,0.000005628138,0.000029536304,0.00050958124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971733,0.0016816079,0.0001343803,0.00017787718,0.00047782063,0.00035499176],"domain_scores_gemma":[0.99814284,0.0011668879,0.000043961023,0.00012518377,0.00019320057,0.00032794452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032787106,0.0000760821,0.00013687718,0.00007097393,0.00070864067,0.000094071875,0.0003505183,0.000101152014,0.0002272262],"category_scores_gemma":[0.0032028244,0.000073527335,0.00012786561,0.00089231937,0.0010157689,0.00013588439,0.00007191387,0.0005143942,0.00020052749],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007568656,0.00006942087,0.029635128,0.00010731591,0.000096542404,0.000019266838,0.40734732,0.000007397368,0.0012906876,0.43293545,0.060190484,0.0682253],"study_design_scores_gemma":[0.0001531862,0.000102902304,0.0011350893,0.000030691037,0.0000054721895,5.1288254e-8,0.013621784,0.00009444218,0.000110884925,0.010121632,0.97445714,0.00016669623],"about_ca_topic_score_codex":0.00052098033,"about_ca_topic_score_gemma":0.00010067034,"teacher_disagreement_score":0.9142667,"about_ca_system_score_codex":0.000013196334,"about_ca_system_score_gemma":0.00009429865,"threshold_uncertainty_score":0.54503626},"labels":[],"label_agreement":null},{"id":"W3118005070","doi":"10.3138/anth-2019-0068","title":"Opening Up Fieldwork with Ethnographic Poetry","year":2020,"lang":"en","type":"article","venue":"Anthropologica","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ethnography; Poetry; Context (archaeology); Sociology; Anthropology; Literature; Art; History; Archaeology","score_opus":0.39535127537015263,"score_gpt":0.537266229053781,"score_spread":0.14191495368362833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118005070","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":[0.09481723,0.0015530697,0.051675826,0.56486136,0.00045254597,0.00053465716,0.0000073161314,0.00039119163,0.28570682],"genre_scores_gemma":[0.9807446,0.0012868566,0.013959546,0.0032624751,0.00022261967,0.000008788015,0.0000013812783,0.0000070189853,0.0005067189],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99764335,0.001290026,0.000109925546,0.00022848614,0.00036209327,0.00036610555],"domain_scores_gemma":[0.99862987,0.0009425902,0.000047378508,0.000097675234,0.00006906742,0.00021341094],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0013821243,0.000080667814,0.00015447171,0.000028162482,0.0018070858,0.00007296352,0.00028706205,0.00014056603,0.0020083822],"category_scores_gemma":[0.0013823023,0.000055612247,0.000049345803,0.0006326599,0.003248262,0.00012188904,0.00006844218,0.00046055994,0.000043276406],"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":[0.0001849639,0.0000550025,0.017531453,0.000040302995,0.00007459664,0.00009017216,0.22878262,0.000004990155,0.0003598432,0.7050582,0.011308598,0.036509268],"study_design_scores_gemma":[0.0004721362,0.0012974084,0.0017477544,0.000060329927,0.000018198883,0.0000013128403,0.6561819,0.000044100976,0.00069027866,0.031174572,0.30788442,0.0004276009],"about_ca_topic_score_codex":0.0010750456,"about_ca_topic_score_gemma":0.00021106096,"teacher_disagreement_score":0.8859274,"about_ca_system_score_codex":0.000007909842,"about_ca_system_score_gemma":0.00011041609,"threshold_uncertainty_score":0.9994924},"labels":[],"label_agreement":null},{"id":"W3121364126","doi":"10.2308/ajpt-51170","title":"“Doing Good Field Research”: Assessing the Quality of Audit Field Research","year":2015,"lang":"en","type":"article","venue":"Auditing A Journal of Practice & Theory","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":283,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Audit; Field (mathematics); Scope (computer science); Quality (philosophy); Set (abstract data type); Engineering ethics; Trustworthiness; Management science; Computer science; Psychology; Data science; Accounting; Business; Engineering","score_opus":0.6326416499878178,"score_gpt":0.7062969212189713,"score_spread":0.07365527123115345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121364126","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":[0.112819985,0.003392606,0.05468718,0.28388697,0.0009779999,0.00045795625,0.0000037821173,0.000027475533,0.54374605],"genre_scores_gemma":[0.96692663,0.0006465019,0.028936585,0.000769722,0.0016802242,0.000006183706,2.26575e-7,0.000019902665,0.0010140389],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.8698934,0.12245953,0.0010754111,0.00023976972,0.005414845,0.0009170915],"domain_scores_gemma":[0.5570301,0.42914337,0.0018324897,0.0005026246,0.0110186925,0.00047275395],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.54009944,0.000109991146,0.00035773718,0.00034595185,0.001823584,0.00046145238,0.0010950128,0.00021931862,0.00018003352],"category_scores_gemma":[0.6172745,0.00007798043,0.00017332881,0.001217212,0.0018861534,0.0017009762,0.00031203518,0.0049629086,0.000022738148],"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":[0.00053311605,0.00022708045,0.0004745687,0.00008465653,0.00016729959,0.000076594915,0.159947,0.000019253202,0.0018856742,0.7294259,0.014990653,0.09216821],"study_design_scores_gemma":[0.0003130763,0.0005946209,0.00016911258,0.0004094451,0.000023868215,0.000019049621,0.47298113,0.000006554443,0.0014691653,0.30845916,0.21545584,0.000098965495],"about_ca_topic_score_codex":0.002433419,"about_ca_topic_score_gemma":0.00021307838,"teacher_disagreement_score":0.8541066,"about_ca_system_score_codex":0.00029078766,"about_ca_system_score_gemma":0.0039344802,"threshold_uncertainty_score":0.9994759},"labels":[],"label_agreement":null},{"id":"W3126054610","doi":"10.1108/11766091111162070.html?utm_source=repec&utm_medium=feed&utm_campaign=repec","title":"The Qualitative Research Interview","year":2011,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Interview; Qualitative research; Reflexivity; Semi-structured interview; Originality; Perspective (graphical); Sociology; Epistemology; Psychology; Engineering ethics; Social science; Computer science","score_opus":0.6169785690906795,"score_gpt":0.6360105971858085,"score_spread":0.01903202809512905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126054610","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":[0.03153041,0.0006231214,0.000031450265,0.010206319,0.00025238926,0.00088711455,0.000009727277,0.000037723974,0.95642173],"genre_scores_gemma":[0.85236794,0.09534965,0.0057661976,0.00023684299,0.00054507627,0.0007805009,0.0000045149086,0.00008929989,0.044859987],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9447487,0.050537102,0.0006333465,0.00062655733,0.0013557627,0.0020985275],"domain_scores_gemma":[0.9707632,0.027050609,0.000086014894,0.00069573364,0.0009826005,0.0004218643],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2015002,0.00014366681,0.00027955338,0.00043382775,0.0028422675,0.00027252163,0.0015252182,0.00023980637,0.00040426198],"category_scores_gemma":[0.025822582,0.00011192491,0.00013112083,0.00090856047,0.008757725,0.00029661923,0.0005129306,0.0025821417,0.00013653185],"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":[0.00009434803,0.00008647461,0.00020196331,0.000022777269,0.000030952517,0.000010618597,0.2517762,5.922557e-7,0.000016336675,0.36172584,0.0002978257,0.3857361],"study_design_scores_gemma":[0.00018464024,0.00021002658,0.00066400797,0.00007134822,9.560757e-7,5.2863277e-7,0.4100751,0.00005149707,0.00006439261,0.19638635,0.39214778,0.00014337857],"about_ca_topic_score_codex":0.0031730328,"about_ca_topic_score_gemma":0.014117772,"teacher_disagreement_score":0.9115618,"about_ca_system_score_codex":0.0009586375,"about_ca_system_score_gemma":0.0014084025,"threshold_uncertainty_score":0.99971896},"labels":[],"label_agreement":null},{"id":"W3127087128","doi":"10.1108/joe-12-2019-0048","title":"Taking sides with patients using institutional ethnography","year":2021,"lang":"en","type":"article","venue":"Journal of Organizational Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":19,"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":"Department of Health and Social Care; Foundation for the Sociology of Health and Illness; National Institute for Health and Care Research","keywords":"Originality; Expansive; Sociology; Ethnography; Relevance (law); Value (mathematics); Epistemology; Health care; Conceptual framework; Knowledge management; Computer science; Qualitative research; Social science; Political science; Law; Philosophy","score_opus":0.1681714921238563,"score_gpt":0.46232611519190286,"score_spread":0.2941546230680466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127087128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9039253,0.0011081703,0.08358075,0.0043618307,0.0005915241,0.0001432144,0.00002722907,0.000028110142,0.0062338817],"genre_scores_gemma":[0.8780091,0.00029590572,0.12080156,0.00043440526,0.00039945554,7.1182524e-7,0.000012557136,0.000019933676,0.000026418105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961648,0.0011581711,0.00043838914,0.00015358752,0.0018013159,0.0002837481],"domain_scores_gemma":[0.99251765,0.00073523144,0.0005451082,0.00009086412,0.0058847936,0.00022632642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028368284,0.000119422286,0.00022441318,0.00051261025,0.0010655585,0.00014650328,0.00023308926,0.00013550685,0.00040548158],"category_scores_gemma":[0.00413787,0.00009989137,0.00016013814,0.0036423544,0.0012286109,0.0006238565,0.00004382159,0.0005223358,0.000002042684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009689247,0.0005674224,0.77176154,0.00006683321,0.0004898665,0.000108061606,0.03007363,0.0011241769,0.0015880808,0.19030367,0.00035434266,0.0034654692],"study_design_scores_gemma":[0.0060421675,0.000991388,0.67502815,0.0016496797,0.00041414893,0.00017432113,0.0765636,0.0001871473,0.006275919,0.1637349,0.067300096,0.0016384741],"about_ca_topic_score_codex":0.00008048172,"about_ca_topic_score_gemma":0.00011500145,"teacher_disagreement_score":0.096733384,"about_ca_system_score_codex":0.00009243327,"about_ca_system_score_gemma":0.0022008875,"threshold_uncertainty_score":0.8195522},"labels":[],"label_agreement":null},{"id":"W3127212551","doi":"10.1177/1476127020985094","title":"Navigating the tensions of quality in qualitative research","year":2021,"lang":"en","type":"article","venue":"Strategic Organization","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Craft; Quality (philosophy); Creativity; Qualitative research; Accountability; Process (computing); Public relations; Sociology; Engineering ethics; Knowledge management; Process management; Political science; Business; Computer science; Psychology; Epistemology; Engineering; Social science; Social psychology","score_opus":0.6352274301645447,"score_gpt":0.6895973906320689,"score_spread":0.05436996046752418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127212551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93438643,0.00020789629,0.0012480953,0.04248236,0.000085241205,0.00023842222,0.000010738862,0.000020662785,0.021320153],"genre_scores_gemma":[0.9972998,0.00021198491,0.0021020605,0.00006106682,0.000062557876,0.0000040916357,0.000014123471,0.000008074731,0.00023627683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9749237,0.023384197,0.00032331457,0.00017862867,0.0009111354,0.00027902832],"domain_scores_gemma":[0.98964524,0.006971697,0.00009341683,0.00017808417,0.0030514018,0.000060164137],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033645812,0.000050615796,0.00013392701,0.000031805543,0.0006772978,0.0000722532,0.00017708847,0.000100840516,0.0002594656],"category_scores_gemma":[0.027633056,0.000039164133,0.000022018963,0.0036561864,0.0011222435,0.00012611964,0.00006359161,0.0008120845,0.0000128519],"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":[0.0000020220973,0.000035174617,0.00095988216,0.000019067114,0.00000428634,0.00000207648,0.2746527,0.0000072826438,0.0051659117,0.71866894,0.000020211577,0.00046246906],"study_design_scores_gemma":[0.000080657046,0.0000142755025,0.0025605937,0.000056571454,0.0000012005765,1.8453281e-7,0.67241013,0.000012659726,0.0024726952,0.3222487,0.000099132165,0.000043209926],"about_ca_topic_score_codex":0.006016308,"about_ca_topic_score_gemma":0.00567015,"teacher_disagreement_score":0.39775744,"about_ca_system_score_codex":0.00010195709,"about_ca_system_score_gemma":0.0014907075,"threshold_uncertainty_score":0.995065},"labels":[],"label_agreement":null},{"id":"W3130902512","doi":"10.1016/j.sapharm.2021.02.015","title":"Lessons in reflexivity of a pharmacist conducting ethnographic research","year":2021,"lang":"en","type":"letter","venue":"Research in Social and Administrative Pharmacy","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"AGE-WELL","keywords":"Reflexivity; CLARITY; Feeling; Ethnography; Pharmacist; Qualitative research; Psychology; Medicine; Nursing; Social psychology; Sociology; Pharmacy; Social science","score_opus":0.9652017013689581,"score_gpt":0.7789790052719634,"score_spread":0.1862226960969947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130902512","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":[0.048549887,0.002412237,0.000006986354,0.90278447,0.00018771763,0.0012367765,0.00033702952,0.000022774888,0.04446211],"genre_scores_gemma":[0.95679635,0.019649612,0.0008127721,0.011960665,0.006431847,0.00069107866,0.00014640171,0.000093256465,0.003418007],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9229765,0.06811251,0.0009069188,0.0011167799,0.004491743,0.0023955568],"domain_scores_gemma":[0.9796344,0.017150797,0.00022973635,0.00025038072,0.0023950455,0.0003396115],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.07877604,0.000339558,0.0009797796,0.0013121091,0.002088188,0.0003407642,0.0008961983,0.00084217184,0.0002608109],"category_scores_gemma":[0.008112769,0.00035682917,0.0002120789,0.0068993387,0.0146659585,0.00039542554,0.00056738895,0.016950984,0.000008197558],"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":false,"study_design_scores_codex":[0.0010144823,0.002099817,0.013772215,0.00660315,0.00045286378,0.008940725,0.41817382,3.7910752e-7,0.0050724796,0.14588986,0.30880818,0.08917203],"study_design_scores_gemma":[0.00179677,0.00020854942,0.00030264765,0.0009615204,0.0000122042375,0.0000041286908,0.13627681,0.000014960702,0.0010459352,0.12062573,0.73820215,0.00054857193],"about_ca_topic_score_codex":0.017379599,"about_ca_topic_score_gemma":0.008061684,"teacher_disagreement_score":0.90824646,"about_ca_system_score_codex":0.00075543195,"about_ca_system_score_gemma":0.007824354,"threshold_uncertainty_score":0.99988836},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3131684076","doi":"","title":"Reflections on researching remorse: unearthing an epistemological unconscious","year":2021,"lang":"en","type":"article","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"York University","funders":"","keywords":"Remorse; Unconscious mind; Epistemology; Psychoanalysis; Psychology; Philosophy; Social psychology","score_opus":0.6472757555830378,"score_gpt":0.6885130424374364,"score_spread":0.041237286854398536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131684076","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":[0.060746998,0.000069123955,0.010843919,0.06296301,0.00026127227,0.00015399016,0.0000042929632,0.00018813292,0.8647693],"genre_scores_gemma":[0.80348974,0.00036060618,0.13390721,0.002553752,0.0006747619,0.000018377816,0.000009294312,0.000021071244,0.05896517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9871954,0.010896304,0.00017471373,0.00034307918,0.00088164676,0.00050886336],"domain_scores_gemma":[0.99512714,0.0038320066,0.000028609935,0.0002572201,0.0004088388,0.0003462112],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015060107,0.00007456549,0.00013898514,0.00008867938,0.0020564625,0.00027641235,0.000209332,0.00014675428,0.0010009448],"category_scores_gemma":[0.016905883,0.00006209676,0.000069761445,0.0006948698,0.0008476782,0.00021882124,0.000075229786,0.0008545435,0.00012034128],"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":[0.000016753194,0.000093504364,0.000121500954,0.0000071206878,0.000009558239,0.000109784574,0.019468708,0.000017867254,0.0018994919,0.96120244,0.00064915227,0.016404089],"study_design_scores_gemma":[0.0002723897,0.00041675835,0.0010551362,0.00006775669,0.0000051396178,0.000012744866,0.13709876,0.0002031115,0.001816021,0.6032143,0.2555384,0.00029947658],"about_ca_topic_score_codex":0.0025597536,"about_ca_topic_score_gemma":0.016728964,"teacher_disagreement_score":0.8058041,"about_ca_system_score_codex":0.0001398923,"about_ca_system_score_gemma":0.0008174489,"threshold_uncertainty_score":0.99991226},"labels":[],"label_agreement":null},{"id":"W3131961684","doi":"10.1108/joe-01-2021-0003","title":"The impostor syndrome: language barriers in organizational ethnography","year":2021,"lang":"en","type":"article","venue":"Journal of Organizational Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Ethnography; Insider; Sociology; Originality; Negotiation; Social science; Qualitative research; Political science; Anthropology; Law","score_opus":0.044647510666791054,"score_gpt":0.4271643190994786,"score_spread":0.38251680843268754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131961684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8651643,0.014647768,0.0084596975,0.10203447,0.002192127,0.00043280658,0.000083230276,0.0000752449,0.0069103674],"genre_scores_gemma":[0.98302126,0.0034662741,0.011385913,0.0011028843,0.00046542494,0.0000038153903,0.000022089656,0.000049562943,0.00048276933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99457306,0.0024950905,0.0006564068,0.00017938843,0.0016889039,0.00040713386],"domain_scores_gemma":[0.9935603,0.002709802,0.00035438596,0.00016505929,0.0028626944,0.00034776246],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007831009,0.00013844892,0.00025507927,0.0005261623,0.0011501217,0.00022071737,0.0005242122,0.00019884518,0.0008106533],"category_scores_gemma":[0.014595442,0.00010893786,0.0001993502,0.006583092,0.001158714,0.00037104313,0.00007423691,0.00084299734,0.000008815293],"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":[0.00010736571,0.00032315057,0.36066934,0.00006891881,0.00058734545,0.0007326032,0.17740358,0.00013415239,0.00586167,0.44363225,0.008189047,0.0022905879],"study_design_scores_gemma":[0.0029764404,0.00040361093,0.17191179,0.00038734864,0.00012245936,0.0003859388,0.46894744,0.00004535671,0.0033519054,0.21725425,0.13318188,0.0010315625],"about_ca_topic_score_codex":0.000075597665,"about_ca_topic_score_gemma":0.00053452293,"teacher_disagreement_score":0.29154384,"about_ca_system_score_codex":0.00011611808,"about_ca_system_score_gemma":0.002673984,"threshold_uncertainty_score":0.99370503},"labels":[],"label_agreement":null},{"id":"W3132600922","doi":"10.1177/2333393621993803","title":"Risk of Secondary Distress for Graduate Students Conducting Qualitative Research on Sensitive Subjects: A Scoping Review of Canadian Dissertations and Theses","year":2021,"lang":"en","type":"review","venue":"Global Qualitative Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of New Brunswick; Brock University","funders":"","keywords":"Harm; Qualitative research; Emotional distress; Psychology; Graduate students; Medical education; Distress; Research ethics; Work (physics); Medicine; Pedagogy; Clinical psychology; Social psychology; Sociology; Psychiatry; Engineering","score_opus":0.8586349607788832,"score_gpt":0.7800128508787076,"score_spread":0.0786221099001756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132600922","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":[0.00037924608,0.9711758,0.0001305831,0.0017023204,0.00016941097,0.010505839,0.0064409557,0.000018144598,0.009477686],"genre_scores_gemma":[0.00039790748,0.9939913,0.0034803262,0.000023407778,0.00012418514,0.0013763038,0.00033515756,0.00006426231,0.00020713764],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.82533723,0.1651334,0.0017010337,0.0011728539,0.0048817163,0.0017737865],"domain_scores_gemma":[0.83422565,0.15046898,0.0010347614,0.000615901,0.012758346,0.00089637557],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.17684826,0.000550214,0.0031959414,0.0019983088,0.0028011808,0.00026996614,0.0010458616,0.0005349812,0.000040298066],"category_scores_gemma":[0.18068849,0.00048889173,0.0006552905,0.008340649,0.011080112,0.00030762164,0.00021308885,0.0032223202,0.0000077581435],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006871313,0.00024342965,0.0000022232307,0.13139223,0.0005023599,0.000012995011,0.43549663,1.440758e-7,8.364445e-7,0.14573452,0.0011618697,0.28538403],"study_design_scores_gemma":[0.00020482867,0.00037787907,0.00000637376,0.47771752,0.00013256755,0.0000012401175,0.50026166,3.7859897e-7,0.000008452051,0.017533572,0.003488827,0.00026671152],"about_ca_topic_score_codex":0.15898259,"about_ca_topic_score_gemma":0.071476005,"teacher_disagreement_score":0.3463253,"about_ca_system_score_codex":0.002274287,"about_ca_system_score_gemma":0.013843902,"threshold_uncertainty_score":0.9997563},"labels":[],"label_agreement":null},{"id":"W3133085642","doi":"10.1111/sjtg.12359","title":"Not just parenting in the field: Accompanied research and geographies of caring and responsibility","year":2021,"lang":"en","type":"article","venue":"Singapore Journal of Tropical Geography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; International Development Research Centre","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Discipline; Politics; Identity (music); Sociology; Field (mathematics); Gender studies; Media studies; Social science; Political science; Law; Aesthetics","score_opus":0.26638902238290935,"score_gpt":0.5350942538861088,"score_spread":0.2687052315031994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133085642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98055947,0.0020025063,0.000113283335,0.016513415,0.00006245801,0.00008022333,0.0000019090485,0.0000023153077,0.0006644451],"genre_scores_gemma":[0.99396455,0.0017710475,0.004037089,0.00011701497,0.000098306744,0.000001146405,2.1841595e-7,0.0000032524629,0.000007355021],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99267834,0.005358654,0.0004650443,0.00016002674,0.0010050115,0.0003329375],"domain_scores_gemma":[0.9881272,0.010608217,0.00015683551,0.00013914956,0.0008503696,0.000118231204],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014687542,0.000068799585,0.00027232728,0.00043784134,0.00045619326,0.00014833407,0.0002317136,0.000105298124,0.000012261143],"category_scores_gemma":[0.0118662445,0.00004773419,0.000117343196,0.0013112945,0.0018941984,0.000155611,0.00011618954,0.0010765445,5.210153e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002670462,0.0001487263,0.9131262,0.00010754686,0.00004846138,0.00006759899,0.027313763,9.2132007e-7,0.0008277112,0.043772373,0.000079457386,0.014240248],"study_design_scores_gemma":[0.00028516568,0.00024469188,0.89015704,0.00016826432,0.000012015958,0.000007582127,0.05972752,0.0000040642444,0.00035606133,0.047345273,0.0016360981,0.000056213652],"about_ca_topic_score_codex":0.0007733221,"about_ca_topic_score_gemma":0.0011951106,"teacher_disagreement_score":0.03241376,"about_ca_system_score_codex":0.000011971254,"about_ca_system_score_gemma":0.00019467356,"threshold_uncertainty_score":0.9964572},"labels":[],"label_agreement":null},{"id":"W3133621057","doi":"10.1177/2043820621995630","title":"Ambivalent methods, geographical difference, and the politics of feeling-knowing","year":2021,"lang":"en","type":"article","venue":"Dialogues in Human Geography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Waterloo","funders":"","keywords":"Ambivalence; Feeling; Politics; Sketch; Social psychology; Sociology; Epistemology; Key (lock); Aesthetics; Psychology; Political science; Law; Computer science","score_opus":0.1327121737579906,"score_gpt":0.4789427635368506,"score_spread":0.34623058977886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133621057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9601387,0.011896796,0.0056610773,0.0056759543,0.00037280782,0.00049066247,0.000032081563,0.000051509134,0.015680451],"genre_scores_gemma":[0.9756058,0.004207212,0.019544695,0.00025331002,0.00017773213,0.000036211455,0.000014829356,0.000012402698,0.0001478158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98908097,0.00914142,0.00043020904,0.00030182043,0.0005503183,0.0004952717],"domain_scores_gemma":[0.9932711,0.0059049935,0.00010170199,0.00027028154,0.0003112535,0.00014063394],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012589401,0.00012878628,0.00040328043,0.0003152623,0.0007621763,0.00010332627,0.00030949814,0.00016280606,0.000034210356],"category_scores_gemma":[0.0038737892,0.000097554395,0.0002438469,0.0009705319,0.0060728057,0.000066784596,0.00018802112,0.0005537324,5.0248246e-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":[0.000012102728,0.000080138896,0.089278035,0.00005654445,0.000050561564,0.0000048280485,0.027320482,0.0000011244784,0.00022065174,0.87704074,0.000014975165,0.00591981],"study_design_scores_gemma":[0.0007912931,0.000042177275,0.11160253,0.000102480386,0.000030516694,5.485092e-7,0.013305284,0.000029148829,0.00027442802,0.8691023,0.004550865,0.00016840517],"about_ca_topic_score_codex":0.0039681545,"about_ca_topic_score_gemma":0.0015358547,"teacher_disagreement_score":0.022324499,"about_ca_system_score_codex":0.000015356392,"about_ca_system_score_gemma":0.0001134229,"threshold_uncertainty_score":0.9966321},"labels":[],"label_agreement":null},{"id":"W3133965694","doi":"10.1177/13634607211000203","title":"Another perspective: Reflections on using qualitative video-recall procedures in sexual communication research with partnered gay men","year":2021,"lang":"en","type":"article","venue":"Sexualities","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Simon Fraser University; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Recall; Perspective (graphical); Interpersonal communication; Reflexivity; Psychology; Qualitative research; Social psychology; Sociology; Cognitive psychology; Computer science; Social science","score_opus":0.7553828992420346,"score_gpt":0.6942362271619884,"score_spread":0.061146672080046205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133965694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5036782,0.0021804038,0.0016106033,0.062381703,0.000095621326,0.001305648,0.00008894821,0.00018631626,0.42847252],"genre_scores_gemma":[0.9388626,0.0003867928,0.021588003,0.00044786246,0.00023819067,0.00021397244,0.00001801111,0.00005444951,0.03819012],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96929944,0.027951555,0.000298064,0.00045062206,0.0013306695,0.0006696802],"domain_scores_gemma":[0.98996484,0.0075958157,0.0000889532,0.00039843633,0.0018312888,0.0001206862],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.018875498,0.00015348507,0.0002711174,0.00030953222,0.0014621175,0.00025562334,0.00030038742,0.0001682955,0.00020604483],"category_scores_gemma":[0.008001007,0.00013601853,0.000030895702,0.001499102,0.0025978312,0.0003699089,0.000100050456,0.00097008125,0.000017276463],"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":[0.000102012964,0.00013631846,0.00012064394,0.00004052055,0.000037331083,0.000005490489,0.5935334,0.0000363215,0.000775549,0.40438643,0.00060960127,0.00021638682],"study_design_scores_gemma":[0.00029790035,0.00020834025,0.00024623476,0.00014395762,0.000004554673,0.0000012330013,0.87919116,0.00003089976,0.00043477732,0.11108458,0.008183589,0.00017279285],"about_ca_topic_score_codex":0.04041064,"about_ca_topic_score_gemma":0.12760845,"teacher_disagreement_score":0.4351844,"about_ca_system_score_codex":0.0009221146,"about_ca_system_score_gemma":0.0025062733,"threshold_uncertainty_score":0.9998378},"labels":[],"label_agreement":null},{"id":"W3134269217","doi":"10.1332/204674321x16111320274832","title":"What does Rachel Carson have to do with family sociology and family policies? Ecological imaginaries, relational ontologies, and crossing social imaginaries","year":2021,"lang":"en","type":"article","venue":"Families Relationships and Societies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"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; Brock University","funders":"","keywords":"Sociology; Performative utterance; Posthumanism; Materialism; Politics; Epistemology; Environmental ethics; Social science; Law; Political science","score_opus":0.16940019862028655,"score_gpt":0.44451495779793376,"score_spread":0.2751147591776472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134269217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9171074,0.016790355,0.0013241468,0.060294483,0.00018773197,0.00028176123,0.000061006307,0.00007021922,0.003882916],"genre_scores_gemma":[0.9564095,0.014247302,0.02297625,0.0017764418,0.0002555989,0.00006903098,0.000040860126,0.000024551118,0.004200453],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9955057,0.002501557,0.00032143452,0.0005421183,0.00053150574,0.0005976713],"domain_scores_gemma":[0.9943867,0.004562678,0.000119669094,0.00012733169,0.0005931468,0.00021052125],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0032697406,0.0002514766,0.0004383169,0.00009364705,0.0068798545,0.0016338127,0.00011557764,0.00046784317,0.000016148246],"category_scores_gemma":[0.0026604738,0.00019315896,0.00006722609,0.0002523315,0.013616152,0.0009881741,0.00024691696,0.0009413677,0.0000018625119],"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":[0.00005458605,0.000034074983,0.1384669,0.00005367696,0.000070887436,0.000010186157,0.47335926,0.0000051914562,0.00019532516,0.38299188,0.0013049612,0.003453092],"study_design_scores_gemma":[0.00023162526,0.000059053036,0.3930088,0.00003007867,0.000021666972,0.000003233922,0.487323,0.000017893191,0.000004644314,0.10084477,0.018269993,0.00018526414],"about_ca_topic_score_codex":0.0008681796,"about_ca_topic_score_gemma":0.00187354,"teacher_disagreement_score":0.2821471,"about_ca_system_score_codex":0.00015790583,"about_ca_system_score_gemma":0.00080823706,"threshold_uncertainty_score":0.9994026},"labels":[],"label_agreement":null},{"id":"W3134285369","doi":"10.17723/0360-9081-83.2.470","title":"Participatory Archives: Theory and Practice","year":2020,"lang":"en","type":"article","venue":"The American Archivist","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Citizen journalism; Sociology; Epistemology; Computer science; Engineering ethics; World Wide Web; Engineering; Philosophy","score_opus":0.2878385508019266,"score_gpt":0.5493159783593591,"score_spread":0.2614774275574325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134285369","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":[0.299386,0.00015467944,0.072878145,0.3818159,0.000044486907,0.0004001387,0.000015849984,0.00013704457,0.24516773],"genre_scores_gemma":[0.9711664,0.0010672909,0.010683289,0.016304165,0.00030006547,0.000021918971,6.5794296e-7,0.000014298484,0.00044197042],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98072433,0.018322445,0.00011445316,0.00017931471,0.00032999253,0.0003294567],"domain_scores_gemma":[0.9697389,0.029672753,0.000110613124,0.00014629573,0.00002559442,0.00030581484],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.008314914,0.00007333577,0.00014615258,0.000020214633,0.0006739579,0.00007754692,0.00029287397,0.000003730294,0.000009028435],"category_scores_gemma":[0.02068597,0.00005021719,0.000040402887,0.00025210663,0.010027084,0.00009129262,0.0001255051,0.00035827394,0.000038754242],"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":[0.0003881209,0.000020253918,0.00007639424,0.000009721697,0.000033365355,0.000005998427,0.28995672,0.0000012250864,0.0006127211,0.31432763,0.0004647867,0.39410305],"study_design_scores_gemma":[0.00020258094,0.0005418129,0.053518593,0.000024855093,0.000058063513,0.000003884383,0.2534601,0.00026147123,0.0000671015,0.1876799,0.50384915,0.00033251435],"about_ca_topic_score_codex":0.00056111463,"about_ca_topic_score_gemma":0.000038356142,"teacher_disagreement_score":0.67178035,"about_ca_system_score_codex":0.0000084294525,"about_ca_system_score_gemma":0.0001724746,"threshold_uncertainty_score":0.9926671},"labels":[],"label_agreement":null},{"id":"W3135003755","doi":"10.1177/1940844720974108","title":"Conscripted Collaborators: Family Matters in Autoethnography","year":2021,"lang":"en","type":"article","venue":"International Review of Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Trespass; Autoethnography; Conversation; Value (mathematics); Loyalty; Harm; Sociology; Work (physics); Social psychology; Public relations; Psychology; Law; Political science; Gender studies; Engineering; Computer science; Communication","score_opus":0.6250765116110912,"score_gpt":0.716875699115823,"score_spread":0.09179918750473182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135003755","genre_codex":"commentary","genre_gemma":"review","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":[0.022648059,0.15205997,0.0021639527,0.5193727,0.0008582597,0.001700829,0.00044549856,0.000055666496,0.30069506],"genre_scores_gemma":[0.14511272,0.76986843,0.054222837,0.019877438,0.0004917393,0.0007332101,0.00021957453,0.000087464614,0.009386552],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.95753574,0.037388813,0.0007745961,0.0003760505,0.0033891117,0.0005357037],"domain_scores_gemma":[0.9775276,0.013869251,0.00016631054,0.00024674428,0.007996155,0.00019394293],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07082192,0.00011408008,0.00042415594,0.00059472886,0.00020884702,0.00007652478,0.00061925163,0.00010470331,0.0011508119],"category_scores_gemma":[0.049171828,0.000110676854,0.00015821525,0.0038803376,0.0027095072,0.00028474195,0.00016385516,0.0007883956,0.00007348166],"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":[0.000043027143,0.00026891194,0.00056540384,0.002564717,0.00013866398,0.000063240965,0.10437584,4.5876422e-7,0.002396905,0.82381654,0.056334477,0.009431791],"study_design_scores_gemma":[0.0004046145,0.000068513495,0.0011383318,0.009834844,0.0000049549217,6.3019394e-7,0.2766218,0.000009042406,0.0004909237,0.08327093,0.6279763,0.00017914025],"about_ca_topic_score_codex":0.0018095261,"about_ca_topic_score_gemma":0.00063553755,"teacher_disagreement_score":0.74054563,"about_ca_system_score_codex":0.00034671914,"about_ca_system_score_gemma":0.0023662117,"threshold_uncertainty_score":0.9997623},"labels":[],"label_agreement":null},{"id":"W3135462332","doi":"10.1177/2043820621995629","title":"Stories we tell","year":2021,"lang":"en","type":"article","venue":"Dialogues in Human Geography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Mount Allison University","funders":"","keywords":"Ambivalence; Variety (cybernetics); Feeling; Aesthetics; Sociology; Psychology; Psychoanalysis; Social psychology; Art","score_opus":0.26078633188371275,"score_gpt":0.5123026136506392,"score_spread":0.2515162817669265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135462332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52630544,0.014254179,0.0011876922,0.0141950855,0.0016585251,0.0005097823,0.00006576609,0.00026609754,0.4415574],"genre_scores_gemma":[0.9855389,0.005610394,0.0059673777,0.00034225456,0.00064297183,0.000045927907,0.000049471204,0.000018986295,0.0017837364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99601257,0.0025868816,0.00019998934,0.0002583038,0.00050013384,0.00044213273],"domain_scores_gemma":[0.9983332,0.0010792422,0.000041491858,0.00019697174,0.00022629679,0.00012279292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004096332,0.00009062804,0.00018210156,0.00022341008,0.0005988203,0.00012365807,0.00023851501,0.00013333854,0.00032317222],"category_scores_gemma":[0.0014213761,0.00009340798,0.00013024894,0.0009281123,0.0014878159,0.00016018628,0.00007588447,0.00036966783,0.000021850869],"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":[0.0000062306826,0.00013886386,0.12714365,0.0000446966,0.0000280945,0.00006363688,0.12003138,0.000002187823,0.0003305247,0.743792,0.0013742902,0.007044431],"study_design_scores_gemma":[0.00021757338,0.000045001492,0.029100873,0.00005911366,0.000005418791,2.2118664e-7,0.029766096,9.960747e-7,0.0003467954,0.5137727,0.42646855,0.00021665305],"about_ca_topic_score_codex":0.0024661429,"about_ca_topic_score_gemma":0.012295123,"teacher_disagreement_score":0.45923343,"about_ca_system_score_codex":0.00003983038,"about_ca_system_score_gemma":0.00016834993,"threshold_uncertainty_score":0.6860967},"labels":[],"label_agreement":null},{"id":"W3141088436","doi":"10.46743/2160-3715/2021.4858","title":"“Research for a Change”: A Book Review of Norma R. A. Romm’s Responsible Research Practice: Revisiting Transformative Paradigm in Social Research","year":2021,"lang":"en","type":"review","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transformative learning; Sociology; Social justice; Social research; Engineering ethics; Social change; Research ethics; Psychology; Epistemology; Social science; Pedagogy; Political science; Law; Engineering","score_opus":0.8946181788612295,"score_gpt":0.79500528886833,"score_spread":0.09961288999289952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141088436","genre_codex":"review","genre_gemma":"review","domain_codex":"methods","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":[6.912012e-7,0.87441355,0.00026463982,0.082772486,0.000116827236,0.012188167,0.00023838483,0.000029479284,0.029975794],"genre_scores_gemma":[0.0000022762072,0.9793731,0.0024712116,0.00039412433,0.0015455362,0.00960947,0.00019773883,0.00013197793,0.0062745376],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.3975306,0.575299,0.0056996318,0.002007087,0.014963899,0.004499781],"domain_scores_gemma":[0.6822849,0.2956974,0.0018282885,0.0014076203,0.01833518,0.00044666106],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.73820955,0.00062562333,0.0043766242,0.002375298,0.0054020826,0.00034989414,0.0023084602,0.001048122,0.00034041103],"category_scores_gemma":[0.30444965,0.00046683493,0.001365355,0.014314618,0.010510468,0.0012718481,0.00074226124,0.010930905,0.0000726768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014312103,0.00017902389,9.621492e-8,0.10281545,0.00029619224,0.00024897893,0.36781257,1.6486755e-8,4.0754236e-7,0.25830004,0.037949406,0.23225468],"study_design_scores_gemma":[0.00016587603,0.00026929332,3.6183e-7,0.10958871,0.000103572944,0.00003538711,0.22733787,7.325257e-7,0.0000015304694,0.019776525,0.6424198,0.00030035773],"about_ca_topic_score_codex":0.005898856,"about_ca_topic_score_gemma":0.00051563,"teacher_disagreement_score":0.6044704,"about_ca_system_score_codex":0.0026742334,"about_ca_system_score_gemma":0.024422683,"threshold_uncertainty_score":0.99977833},"labels":[],"label_agreement":null},{"id":"W3141537308","doi":"","title":"Reflection and Validity in Qualitative Research","year":2006,"lang":"en","type":"article","venue":"Academic exchange quarterly","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Objectivity (philosophy); Mainstream; Ethnography; Feeling; Sociology; Epistemology; Psychology; Social psychology; Qualitative research; Insider; Aesthetics; Social science; Anthropology; Law; Philosophy","score_opus":0.5783096972873694,"score_gpt":0.6590890548171029,"score_spread":0.08077935752973353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141537308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91229177,0.0021909224,0.0018386117,0.029933512,0.0002089291,0.00068492274,0.000014019509,0.00008803787,0.052749272],"genre_scores_gemma":[0.9912632,0.001186417,0.0016946525,0.00011262186,0.0007790931,0.000109303925,0.000005812758,0.000015623093,0.004833269],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97888154,0.018675637,0.00031916628,0.00036496212,0.0010191054,0.000739583],"domain_scores_gemma":[0.9938328,0.0055696405,0.00006628151,0.00011835552,0.00027492217,0.00013800246],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0531532,0.00009922175,0.00018327183,0.00039426226,0.00059396646,0.0000624883,0.00020958441,0.00039061182,0.00007027693],"category_scores_gemma":[0.0017001145,0.000098767625,0.00003083499,0.0010258042,0.0014242466,0.00041651336,0.000027293261,0.0016796028,0.00004252447],"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":[0.00003608714,0.000035331483,0.001527738,0.000052588202,0.0000036863069,0.0000064407777,0.72613263,9.6157954e-8,0.0012799008,0.23391227,0.005250912,0.031762343],"study_design_scores_gemma":[0.00026891232,0.00033083407,0.0035347014,0.000059574682,0.0000019820195,6.822586e-7,0.24888247,0.000018428986,0.00006713141,0.6914752,0.055214014,0.00014605575],"about_ca_topic_score_codex":0.030097533,"about_ca_topic_score_gemma":0.015315016,"teacher_disagreement_score":0.47725013,"about_ca_system_score_codex":0.00026392535,"about_ca_system_score_gemma":0.00016457608,"threshold_uncertainty_score":0.97636116},"labels":[],"label_agreement":null},{"id":"W3144083978","doi":"10.1177/08912416211003145","title":"Considering Silences in Narrative Inquiry: An Intergenerational Story of a Sami Family","year":2021,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":25,"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":"Silence; Narrative; Antithesis; Context (archaeology); Narrative inquiry; Aesthetics; Narratology; Sociology; Literature; History; Art","score_opus":0.38494555168979916,"score_gpt":0.5221036855248798,"score_spread":0.1371581338350807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144083978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97927463,0.008146439,0.0020247977,0.0064743725,0.00057126395,0.00008940333,0.000006280169,0.000006483495,0.0034063454],"genre_scores_gemma":[0.9888389,0.00067665323,0.009894066,0.00029816883,0.00023908749,0.0000028694833,0.0000021956248,0.00000681675,0.000041222855],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98810947,0.010012542,0.00066827144,0.00014288914,0.000874308,0.0001925333],"domain_scores_gemma":[0.99568236,0.0022600815,0.00049698865,0.00010387545,0.0012798504,0.0001768496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016357826,0.00009966781,0.00038752903,0.0005152317,0.0002572431,0.000051202984,0.00023443453,0.00012779003,0.000055875036],"category_scores_gemma":[0.0027964714,0.0000905501,0.00020996982,0.0008694312,0.0014764516,0.00096666586,0.000033541088,0.00085411663,3.191407e-7],"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":[0.00012053689,0.00018921685,0.00849982,0.000037057718,0.00011131339,0.000104510385,0.95964587,0.000030424413,0.011732472,0.0152530605,0.0020888306,0.002186919],"study_design_scores_gemma":[0.0004866122,0.00031970604,0.0029675325,0.0002672607,0.0000050668305,0.0000030622427,0.9608458,0.000017962837,0.0014772288,0.022684721,0.010805805,0.000119200486],"about_ca_topic_score_codex":0.00030505937,"about_ca_topic_score_gemma":0.0008399121,"teacher_disagreement_score":0.013561354,"about_ca_system_score_codex":0.00003966932,"about_ca_system_score_gemma":0.0024865114,"threshold_uncertainty_score":0.56693286},"labels":[],"label_agreement":null},{"id":"W3148814496","doi":"10.46743/2160-3715/2021.4068","title":"Over-Complexifying Social Reality: A Critical Exploration of Systematicity and Rigidification in Ethnographic Practice and Writing","year":2021,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ethnography; Sociology; Autoethnography; Embeddedness; Qualitative research; Bridge (graph theory); Epistemology; Participant observation; Meaning (existential); Critical ethnography; Social science; Anthropology","score_opus":0.7022217531262499,"score_gpt":0.6971180503369478,"score_spread":0.005103702789302056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148814496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81545186,0.001370738,0.059333686,0.11067623,0.00008036766,0.0006964289,0.000020130015,0.000040261642,0.012330322],"genre_scores_gemma":[0.991092,0.0002902273,0.00836364,0.000094316216,0.00006598685,0.000043722986,0.0000056219997,0.00000690152,0.00003757663],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97495526,0.023029946,0.00072779227,0.00026795783,0.0007862379,0.00023282751],"domain_scores_gemma":[0.9760006,0.022340842,0.0003972268,0.00014887103,0.001044204,0.00006823725],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.058224652,0.00008485019,0.0002971829,0.00008081249,0.0006789146,0.00010246429,0.00006785892,0.00009987962,0.000006565148],"category_scores_gemma":[0.057442505,0.00007101958,0.00004320824,0.0006319293,0.0019146627,0.0007102615,0.00005830107,0.0003425759,3.6219222e-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":[0.000022274684,0.000035813686,0.0001792745,0.00033543675,0.000017822977,0.000019952875,0.44560584,1.8873071e-7,0.00064433087,0.5524884,0.000008802812,0.0006418711],"study_design_scores_gemma":[0.00010497378,0.000029449051,0.0021687339,0.00017870791,0.000021001608,0.000012890572,0.71861184,0.00008062412,0.00010120555,0.27837825,0.00023663325,0.00007570452],"about_ca_topic_score_codex":0.0031742488,"about_ca_topic_score_gemma":0.00082606706,"teacher_disagreement_score":0.2741101,"about_ca_system_score_codex":0.000060794322,"about_ca_system_score_gemma":0.00029106336,"threshold_uncertainty_score":0.9697559},"labels":[],"label_agreement":null},{"id":"W315011418","doi":"10.1201/9781003071679","title":"Research and Inequality","year":2020,"lang":"en","type":"book","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Sociology; Mathematics; Mathematical analysis","score_opus":0.7846064231291812,"score_gpt":0.6895633790021236,"score_spread":0.09504304412705755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W315011418","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":[0.000006019928,0.00052434515,0.0004931336,0.03562067,0.000057645622,0.00027469452,0.000017641034,0.00004938413,0.9629565],"genre_scores_gemma":[0.00008335184,0.002645187,0.0033838633,0.000333461,0.00072579813,0.000010927894,0.00000954966,0.000016630347,0.99279124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99115807,0.0060200472,0.00019628185,0.0003736747,0.0017878851,0.0004640185],"domain_scores_gemma":[0.99104005,0.00764758,0.000040695028,0.00016272413,0.0006770581,0.00043191772],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.032760646,0.000101191945,0.00025901364,0.00012099901,0.00077469397,0.00018693306,0.00031203133,0.00046705134,0.0010887122],"category_scores_gemma":[0.0064744754,0.0000880017,0.000043747175,0.00022626763,0.004101393,0.00007961604,0.00027058856,0.0019263969,0.0002659827],"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":[0.0000056573244,0.0000052655573,0.000005691239,0.00007672326,0.000011144358,0.0000054974666,0.011909388,2.582594e-9,0.0000012592493,0.79875624,0.18285103,0.0063721323],"study_design_scores_gemma":[0.000024460669,0.00004706532,0.0000064729306,0.000022753937,0.0000010988713,3.2443857e-8,0.0037354524,7.547249e-7,9.826052e-7,0.45121053,0.5448904,0.000060003138],"about_ca_topic_score_codex":0.0018220049,"about_ca_topic_score_gemma":0.0015787833,"teacher_disagreement_score":0.3620394,"about_ca_system_score_codex":0.0002147914,"about_ca_system_score_gemma":0.002814857,"threshold_uncertainty_score":0.9998244},"labels":[],"label_agreement":null},{"id":"W3150790937","doi":"10.7939/r34b2x79z","title":"In search of moral coherence: reconciling uneasy histories and identities.","year":2008,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Autoethnography; Sociology; Agency (philosophy); Identity (music); Coherence (philosophical gambling strategy); Negotiation; Sociocultural evolution; Epistemology; Politics; Identity politics; Gender studies; Social psychology; Psychology; Political science; Aesthetics; Social science; Anthropology; Law","score_opus":0.1290371593419075,"score_gpt":0.36365258778497417,"score_spread":0.23461542844306668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150790937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9125784,0.00021739742,0.00003052778,0.0025230674,0.000037921476,0.00006788793,0.0000031658349,0.000005275878,0.08453637],"genre_scores_gemma":[0.93526083,0.0015300767,0.0058796583,0.000030631472,0.000021708018,6.7511955e-8,0.0000026274388,0.0000041983194,0.057270225],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988404,0.0005979518,0.00008658577,0.00010053165,0.00023674322,0.00013778618],"domain_scores_gemma":[0.99874103,0.0010266775,0.000042097243,0.000064502354,0.000053470234,0.000072213676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061350665,0.000038475046,0.0001396541,0.000108618035,0.0001974644,0.000006060932,0.0001728036,0.00006913155,0.00054450595],"category_scores_gemma":[0.0002497136,0.00004602094,0.000030027786,0.00024794223,0.0020423373,0.00087267015,0.00008909309,0.00014172914,0.0000018533808],"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":[0.0000930571,0.000043927907,0.20222475,0.00010497092,0.000017867893,0.00003411695,0.60878617,0.000004683043,0.00009150617,0.18523496,0.0028028227,0.0005611747],"study_design_scores_gemma":[0.0021954584,0.00042857658,0.08922405,0.00031918782,0.000021666638,0.000005272226,0.6847928,0.00021480967,0.0030021265,0.08921743,0.12996778,0.0006108344],"about_ca_topic_score_codex":0.036780015,"about_ca_topic_score_gemma":0.0030678867,"teacher_disagreement_score":0.12716496,"about_ca_system_score_codex":0.000029930614,"about_ca_system_score_gemma":0.000494902,"threshold_uncertainty_score":0.9696342},"labels":[],"label_agreement":null},{"id":"W3153813249","doi":"10.5663/aps.v9i2.29374","title":"The Privilege of Not Walking Away: Indigenous Women’s Perspectives of Reconciliation in the Academy","year":2021,"lang":"en","type":"article","venue":"aboriginal policy studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Alberta","funders":"National Institute on Minority Health and Health Disparities; University of Alberta","keywords":"Indigenous; Transformative learning; Privilege (computing); Sociology; Politics; Accountability; Context (archaeology); Power (physics); Commission; Conversation; Political science; Public relations; Gender studies; Law; Pedagogy","score_opus":0.18022767199088174,"score_gpt":0.5741213289262552,"score_spread":0.3938936569353735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153813249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92993444,0.006548587,0.000013934834,0.058853976,0.00006045396,0.00020410695,0.000014366054,0.000006808897,0.004363343],"genre_scores_gemma":[0.9683716,0.030317627,0.00032575565,0.0002521913,0.0002815234,0.00005532398,2.0285503e-7,0.000004234054,0.0003915148],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957141,0.0028531887,0.00026878002,0.00014175466,0.0006413684,0.00038076684],"domain_scores_gemma":[0.99379945,0.005392287,0.00016639347,0.00011626521,0.00049354014,0.000032044878],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010872857,0.000075368545,0.00022040047,0.00007988862,0.00067003677,0.000026765976,0.0002763595,0.00005911268,0.000004386696],"category_scores_gemma":[0.00865736,0.00004513523,0.00005513312,0.00087431626,0.0017136117,0.000112004855,0.000042077132,0.00033472673,0.0000012929278],"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":[0.00001259934,0.000022733588,0.0010708245,0.000026857038,0.00004912933,9.666911e-7,0.6168778,7.9647845e-7,0.00013230291,0.37540582,0.000058347814,0.006341814],"study_design_scores_gemma":[0.00010622665,0.000053360673,0.018111879,0.00003644892,0.000005222384,3.1836106e-7,0.84379274,9.037998e-7,0.0005939209,0.08135372,0.055890717,0.000054538195],"about_ca_topic_score_codex":0.0036622065,"about_ca_topic_score_gemma":0.0039819446,"teacher_disagreement_score":0.2940521,"about_ca_system_score_codex":0.0003824937,"about_ca_system_score_gemma":0.0010820845,"threshold_uncertainty_score":0.99969316},"labels":[],"label_agreement":null},{"id":"W3157588444","doi":"10.2139/ssrn.3682667","title":"Achieving Rigor in Qualitative Analysis: The Role of Active Categorization in Theory Building","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Quest University Canada","funders":"","keywords":"Categorization; Qualitative analysis; Qualitative research; Epistemology; Political science; Management science; Sociology; Engineering; Social science; Philosophy","score_opus":0.06460352284887237,"score_gpt":0.49958898980694266,"score_spread":0.4349854669580703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157588444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.798022,0.0049972814,0.1739573,0.01898105,0.000038862483,0.00034337764,0.0000048577367,0.000013709506,0.0036415937],"genre_scores_gemma":[0.99735,0.002029768,0.00041446334,0.00006213068,0.0000902341,0.0000059578415,9.1656074e-7,0.0000066814932,0.000039869403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98565733,0.012233339,0.00034610397,0.00015619799,0.0005245651,0.0010824659],"domain_scores_gemma":[0.99676305,0.0027154952,0.00022824273,0.00006316709,0.00015878101,0.00007124216],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03876976,0.00007954238,0.00023616724,0.00024408143,0.00028257197,0.000041140007,0.00034272944,0.000074709045,0.000023418423],"category_scores_gemma":[0.0054683588,0.00005828511,0.000113327704,0.0021994151,0.00033253068,0.00028268097,0.00003417028,0.002165176,0.00000131553],"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":[0.000068720474,0.00001748103,0.0013405179,0.0000023335754,0.00014875851,4.0081713e-7,0.30998924,0.00020864954,0.0006544086,0.6704258,2.3206536e-7,0.017143503],"study_design_scores_gemma":[0.000110327805,0.000055596065,0.00074911065,0.000008234649,0.000026522195,1.803822e-7,0.47312626,0.00021662422,0.00011005556,0.52546954,0.00008560283,0.000041939627],"about_ca_topic_score_codex":0.0025308148,"about_ca_topic_score_gemma":0.015804406,"teacher_disagreement_score":0.199328,"about_ca_system_score_codex":0.00062306895,"about_ca_system_score_gemma":0.0022799056,"threshold_uncertainty_score":0.98978883},"labels":[],"label_agreement":null},{"id":"W3157678308","doi":"10.7202/1076922ar","title":"Narrative Relations and Associations: Catherine Kohler Riessman’s Research Dialogism","year":2021,"lang":"en","type":"article","venue":"Narrative Works","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dialogical self; Reflexivity; Narrative; Squire; Sociology; Context (archaeology); Power (physics); Epistemology; Semiotics; Ethnomethodology; Social science; Linguistics; Philosophy; History","score_opus":0.3587239864599014,"score_gpt":0.5807481661067085,"score_spread":0.22202417964680715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157678308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37510598,0.010165163,0.012898065,0.26842764,0.00095467176,0.0016626465,0.000075103264,0.0002541156,0.3304566],"genre_scores_gemma":[0.95757943,0.0021126163,0.009714819,0.00031850857,0.00050195004,0.00018212266,0.000046175683,0.000026966112,0.029517408],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98596406,0.011634842,0.00028299598,0.00042586177,0.001094291,0.00059793674],"domain_scores_gemma":[0.9895467,0.007536989,0.00010303639,0.00021368072,0.0023499655,0.00024959556],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013445023,0.00013224737,0.00026346865,0.00014413569,0.0041050576,0.00033388726,0.00018368236,0.00034318387,0.001155623],"category_scores_gemma":[0.017518442,0.00012702876,0.000069097485,0.0015695769,0.002429446,0.00052786915,0.00014751048,0.0015393338,0.000046524623],"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":[0.000009581668,0.00006168145,0.0013513213,0.0000041763715,0.000053064294,0.000011382522,0.7119491,0.000006425164,0.00019469426,0.276585,0.004725441,0.005048133],"study_design_scores_gemma":[0.00031669106,0.00006588495,0.007012922,0.00008436649,0.0000072000807,6.506141e-7,0.7859066,0.000029521858,0.0001533473,0.1519659,0.054262795,0.00019411455],"about_ca_topic_score_codex":0.0014985494,"about_ca_topic_score_gemma":0.011749167,"teacher_disagreement_score":0.58247346,"about_ca_system_score_codex":0.00041772635,"about_ca_system_score_gemma":0.0012802148,"threshold_uncertainty_score":0.99975747},"labels":[],"label_agreement":null},{"id":"W3157765938","doi":"10.46743/2160-3715/2021.4613","title":"An Analysis of Reflections on Researcher Positionality","year":2021,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":31,"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":"Reflexivity; Praxis; Insider; Qualitative research; Scholarship; Sociology; Epistemology; Autoethnography; Process (computing); Engineering ethics; Social science; Computer science; Political science","score_opus":0.7351347061824773,"score_gpt":0.7600452312544379,"score_spread":0.024910525071960565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157765938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5650075,0.000179616,0.04304244,0.06923394,0.00015327263,0.00039216934,0.00022025665,0.000075626616,0.32169518],"genre_scores_gemma":[0.98345065,0.000087383574,0.0089722825,0.00031686432,0.000103868806,0.000032946406,0.000096686716,0.000009138648,0.0069301915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.96723574,0.030290103,0.00041235553,0.0002951533,0.0014932323,0.00027341602],"domain_scores_gemma":[0.9880913,0.008951071,0.00020462845,0.0005417815,0.0020577004,0.00015353548],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05027174,0.00007721828,0.0002723574,0.0001840658,0.0008336061,0.000054473,0.00022458624,0.000083514315,0.0007154942],"category_scores_gemma":[0.015945388,0.000056315723,0.00022870154,0.0027464922,0.0018557509,0.00014064396,0.000035269735,0.00038568524,0.000009997262],"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":[0.00004267679,0.00018652642,0.00021534221,0.000006881458,0.00055762706,0.000040452564,0.27764568,0.00005113535,0.0018563452,0.71896565,0.00015962392,0.00027208525],"study_design_scores_gemma":[0.000083923835,0.00018550995,0.017297702,0.000018992967,0.00019433889,0.0000030807307,0.5926453,0.00004742389,0.0016978934,0.37890157,0.008793372,0.00013091325],"about_ca_topic_score_codex":0.006408507,"about_ca_topic_score_gemma":0.0048461906,"teacher_disagreement_score":0.41844314,"about_ca_system_score_codex":0.00017073576,"about_ca_system_score_gemma":0.001025068,"threshold_uncertainty_score":0.9923437},"labels":[],"label_agreement":null},{"id":"W3157948746","doi":"10.7202/1076914ar","title":"Different Listener and Teller Positions, Different Narratives","year":2021,"lang":"en","type":"article","venue":"Narrative Works","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Narrative; Psychology; Social psychology; Narrative inquiry; Sociology; Gender studies; Aesthetics; History; Literature; Art","score_opus":0.10145260905638523,"score_gpt":0.4658103584979842,"score_spread":0.36435774944159893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157948746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84334356,0.0054880264,0.013014488,0.08798124,0.00038589694,0.0003787147,0.00001486879,0.00008189302,0.04931133],"genre_scores_gemma":[0.98592544,0.0016571088,0.0023254533,0.00039025588,0.00023730462,0.00005226923,0.000016692788,0.000015266402,0.009380234],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941045,0.004418181,0.00020806395,0.00036105173,0.0005225688,0.00038564214],"domain_scores_gemma":[0.9977811,0.0013082047,0.00006694019,0.00016069593,0.00041667753,0.00026638876],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011399608,0.0001682819,0.0002808738,0.00006363345,0.0015873343,0.00025917005,0.00012567533,0.00019169973,0.0006836094],"category_scores_gemma":[0.0007740792,0.00013111522,0.00009149953,0.00030135788,0.0012882352,0.00022969191,0.00010113179,0.00057369977,0.00000648976],"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":[0.000037336096,0.00026318236,0.001258995,0.000022144584,0.00010377766,0.000023552822,0.58975095,0.0000022935174,0.0034573174,0.38651586,0.0022214348,0.016343182],"study_design_scores_gemma":[0.0006277016,0.00011204931,0.013588498,0.00026965735,0.000012656221,0.0000026662196,0.87100345,0.000031117128,0.0022414492,0.087692395,0.02402126,0.00039710331],"about_ca_topic_score_codex":0.00014183018,"about_ca_topic_score_gemma":0.0017532543,"teacher_disagreement_score":0.29882345,"about_ca_system_score_codex":0.0000935419,"about_ca_system_score_gemma":0.00026245273,"threshold_uncertainty_score":0.99971247},"labels":[],"label_agreement":null},{"id":"W3158026859","doi":"10.1177/16094069211014766","title":"Decolonizing Methodologies in Qualitative Research: Creating Spaces for Transformative Praxis","year":2021,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":493,"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 Health Centre; Western University","funders":"","keywords":"Praxis; Transformative learning; Reflexivity; Decolonization; Sociology; Reciprocity (cultural anthropology); Qualitative research; Epistemology; Autoethnography; Engineering ethics; Pedagogy; Social science; Political science; Law","score_opus":0.950689987961245,"score_gpt":0.821151161384201,"score_spread":0.12953882657704407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158026859","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023026226,0.0021567459,0.91795737,0.04466474,0.001036222,0.00047530673,0.00007562144,0.000019159743,0.010588611],"genre_scores_gemma":[0.0354108,0.0010881022,0.96195143,0.00023378628,0.00045151485,0.000077995624,0.000007391278,0.000025489147,0.00075347576],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.78146493,0.2131555,0.0016673413,0.00039883697,0.0024954956,0.0008178744],"domain_scores_gemma":[0.75985265,0.22620301,0.0008520377,0.00014737554,0.012702946,0.00024197143],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3462829,0.00021576595,0.00077517127,0.001057701,0.0006124997,0.00035600367,0.0009109511,0.00023868334,0.00014762933],"category_scores_gemma":[0.30545816,0.00019344225,0.0004099736,0.0013015231,0.0021773968,0.0011874371,0.00013312158,0.0014626276,0.0000038119103],"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":[0.0003324185,0.000094776726,0.0000234603,0.000043024793,0.00027345147,0.000037716858,0.6592111,0.000027040267,0.0024273824,0.290862,0.00019934597,0.046468277],"study_design_scores_gemma":[0.0006523261,0.00022197264,0.00007097342,0.0002229613,0.000010801649,0.000005725,0.5708873,0.000036553214,0.006874332,0.4039362,0.016953018,0.00012779325],"about_ca_topic_score_codex":0.0006417179,"about_ca_topic_score_gemma":0.0010997152,"teacher_disagreement_score":0.113074236,"about_ca_system_score_codex":0.00091897004,"about_ca_system_score_gemma":0.002331847,"threshold_uncertainty_score":0.80227095},"labels":[],"label_agreement":null},{"id":"W3158636261","doi":"10.1177/1609406921996862","title":"Conducting Research in Authoritarian Bureaucracies: Researcher Positionality, Access, Negotiation, Cooperation, Trepidation, and Avoiding the Influence of the Gatekeepers","year":2021,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Reflexivity; Authoritarianism; Insider; Qualitative research; Presidency; Gatekeeping; Bureaucracy; Public relations; Negotiation; Sociology; Field research; Political science; Government (linguistics); Islam; Politics; Law; Social science","score_opus":0.8994331162048211,"score_gpt":0.7596114191799758,"score_spread":0.13982169702484537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158636261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6727091,0.0011326784,0.04337468,0.27891108,0.000641408,0.00038700443,0.00003557062,0.0000065123763,0.002801951],"genre_scores_gemma":[0.95057315,0.00068813405,0.047680408,0.00033962683,0.00031735632,0.000014738722,0.0000047217386,0.000011421157,0.00037046522],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.88496226,0.11085433,0.0010688299,0.00024638965,0.002540946,0.00032725759],"domain_scores_gemma":[0.93531567,0.0475707,0.00069545116,0.00022753754,0.016051168,0.00013945274],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17879851,0.00010580083,0.00026712447,0.0003532378,0.0011156674,0.00041656796,0.0010679965,0.00011471745,0.00009379084],"category_scores_gemma":[0.13100065,0.00007095862,0.00011303407,0.0016653166,0.0028266374,0.0011945905,0.00034822893,0.0014994778,9.0422407e-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":[0.00007261295,0.00008620694,0.0025747102,0.000031080584,0.00015478837,0.00000960039,0.32492825,0.000667686,0.011809482,0.6547381,0.0002784067,0.0046490487],"study_design_scores_gemma":[0.0004973436,0.00005719214,0.023088288,0.00041870915,0.000013647868,0.000018586985,0.39897302,0.00011376653,0.006257352,0.565336,0.0051075486,0.000118588134],"about_ca_topic_score_codex":0.0028591917,"about_ca_topic_score_gemma":0.001159812,"teacher_disagreement_score":0.27857146,"about_ca_system_score_codex":0.0003848694,"about_ca_system_score_gemma":0.0021517286,"threshold_uncertainty_score":0.9998871},"labels":[],"label_agreement":null},{"id":"W3158892905","doi":"10.1177/1044389421992296","title":"Reflections From Applying Intersectionality to a Constructivist Grounded Theory Study on Intimate Partner Violence and Trauma","year":2021,"lang":"en","type":"article","venue":"Families in Society The Journal of Contemporary Social Services","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The King's University; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Intersectionality; Reflexivity; Participatory action research; Grounded theory; Sociology; Domestic violence; Feminist theory; Qualitative research; Social constructivism; Citizen journalism; Inclusion (mineral); Social psychology; Criminology; Psychology; Poison control; Gender studies; Feminism; Human factors and ergonomics; Political science; Social science; Medicine","score_opus":0.19249631310630952,"score_gpt":0.5030314102901391,"score_spread":0.31053509718382954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158892905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866451,0.0007651785,0.0015009019,0.0035406954,0.00034075617,0.00035611296,0.0000239212,0.0000151192335,0.0068122153],"genre_scores_gemma":[0.99664974,0.000578449,0.0011329927,0.0012190337,0.00034351155,0.000019365198,0.0000018590877,0.0000096507265,0.00004537898],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9916193,0.006751955,0.0004823575,0.0001889179,0.00072883785,0.00022865023],"domain_scores_gemma":[0.9954452,0.0035770575,0.00029046147,0.000115444716,0.00046628655,0.00010556614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010880953,0.00013461107,0.00034398172,0.000049646344,0.0012742238,0.00016591174,0.00033609092,0.00011253043,0.000023081837],"category_scores_gemma":[0.00034143106,0.000103454186,0.00016262216,0.00058921403,0.00097130943,0.0003918878,0.0001324157,0.00074554846,0.0000014774357],"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":[0.0003997616,0.00028132062,0.011404738,0.000043081058,0.0003124229,0.000010880166,0.95523566,0.000006579164,0.00047631582,0.016640123,0.000109172535,0.0150799425],"study_design_scores_gemma":[0.00044841348,0.00012754939,0.026786715,0.00022134854,0.000020003941,0.0000013448566,0.82966423,0.0000064085425,0.00006630649,0.14030294,0.0022549655,0.00009978871],"about_ca_topic_score_codex":0.004500897,"about_ca_topic_score_gemma":0.0058186203,"teacher_disagreement_score":0.12557144,"about_ca_system_score_codex":0.00018244257,"about_ca_system_score_gemma":0.00037933208,"threshold_uncertainty_score":0.98004276},"labels":[],"label_agreement":null},{"id":"W3159188319","doi":"10.18192/jpp.v17i1.5280","title":"Carving a Non-violent Path","year":2008,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Carving; Path (computing); Computer security; Criminology; Political science; Computer science; Psychology; Art; Visual arts; Operating system","score_opus":0.17718861010910475,"score_gpt":0.4896570427736281,"score_spread":0.31246843266452334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159188319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83649015,0.00091722567,0.06521801,0.037177738,0.0011397583,0.0003954485,0.0000079814445,0.000041878196,0.058611784],"genre_scores_gemma":[0.956367,0.0023113335,0.03889079,0.00040911674,0.0005909409,0.0000036605709,2.7348295e-7,0.000017805467,0.0014090346],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960223,0.0016388488,0.00045360567,0.00013841117,0.0013140129,0.00043282105],"domain_scores_gemma":[0.9972885,0.0012657676,0.00040830197,0.00015556393,0.00049343036,0.00038839545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008450959,0.00011281217,0.00031086663,0.00022286018,0.00073906477,0.000046386554,0.00040968493,0.00011171382,0.00008773029],"category_scores_gemma":[0.0034330823,0.00009033002,0.0002295252,0.00036714014,0.0006144645,0.00024099552,0.000044856308,0.0009222678,0.000034074852],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006755442,0.0017708571,0.03607652,0.00010066632,0.00053490855,0.0013767156,0.5476076,0.00043106504,0.0067166863,0.11905806,0.16034336,0.12530802],"study_design_scores_gemma":[0.0050069387,0.0034506142,0.031526063,0.0010663779,0.000116631854,0.00014718012,0.15519607,0.00048376387,0.0024565924,0.025146345,0.7742563,0.001147113],"about_ca_topic_score_codex":0.0003626759,"about_ca_topic_score_gemma":0.0000561138,"teacher_disagreement_score":0.61391294,"about_ca_system_score_codex":0.0002588166,"about_ca_system_score_gemma":0.001109918,"threshold_uncertainty_score":0.5684363},"labels":[],"label_agreement":null},{"id":"W3159491815","doi":"10.7202/1076923ar","title":"Looking Back, Looking Forward","year":2021,"lang":"en","type":"article","venue":"Narrative Works","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Narrative; Honour; Sight; Honor; Appeal; Narrative inquiry; Sociology; Aesthetics; History; Literature; Psychology; Art; Law; Political science; Computer science","score_opus":0.11495593406261725,"score_gpt":0.4877960392690362,"score_spread":0.37284010520641897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159491815","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":[0.041525792,0.004229777,0.15453759,0.045202613,0.0011655686,0.00047979798,0.000007669345,0.00014721224,0.75270396],"genre_scores_gemma":[0.9221737,0.0011333568,0.04036723,0.001410151,0.0011029774,0.000036774712,0.000012665838,0.00003768361,0.03372551],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9946822,0.0035546804,0.00020721785,0.0003150899,0.00071178447,0.00052902254],"domain_scores_gemma":[0.9969363,0.0019685642,0.000080012236,0.00017622286,0.0006321899,0.00020666399],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005300642,0.00011511364,0.00021605144,0.000060243892,0.0011622498,0.00025390822,0.0002088013,0.00021698304,0.0030414923],"category_scores_gemma":[0.003357046,0.00011141773,0.00011856229,0.00075293984,0.00075187226,0.00034395253,0.00009020098,0.0007424152,0.00013595233],"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":[0.000024842142,0.00006389442,0.0011253211,0.000028168673,0.00008199587,0.00006277845,0.61573875,0.000030224175,0.00080946775,0.2808522,0.0052650953,0.095917225],"study_design_scores_gemma":[0.0004117919,0.000048307527,0.00037053367,0.00039208194,0.000010961232,0.0000016578315,0.6737905,0.00008232057,0.0024515244,0.07099139,0.25110182,0.0003470937],"about_ca_topic_score_codex":0.00024272245,"about_ca_topic_score_gemma":0.0015722694,"teacher_disagreement_score":0.88064784,"about_ca_system_score_codex":0.00017657987,"about_ca_system_score_gemma":0.00067192025,"threshold_uncertainty_score":0.99786985},"labels":[],"label_agreement":null},{"id":"W3159527580","doi":"10.7202/1076919ar","title":"On Reflexivity: Tribute to Catherine Kohler Riessman","year":2021,"lang":"en","type":"article","venue":"Narrative Works","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tribute; Scholarship; Reflexivity; Sociology; Narrative; Power (physics); Relation (database); Politics; Field (mathematics); Feeling; Knight; Epistemology; Social science; History; Literature; Law; Political science; Art history; Art; Philosophy","score_opus":0.22777667240031726,"score_gpt":0.566335229451098,"score_spread":0.33855855705078075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159527580","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":[0.18790166,0.0006655591,0.06980339,0.4644885,0.0011576306,0.0008335964,0.000042165917,0.00021427531,0.27489322],"genre_scores_gemma":[0.8605676,0.00035292434,0.01850987,0.005547691,0.0008268006,0.00012749861,0.000022891396,0.000040970885,0.11400373],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948351,0.0035265915,0.00016351951,0.00033704663,0.0006858837,0.00045186968],"domain_scores_gemma":[0.99693346,0.001907313,0.000047242014,0.00023256672,0.0005771011,0.00030231173],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0048052506,0.00011800513,0.00022270904,0.00006324539,0.0008872109,0.00015220129,0.00019315131,0.00016513652,0.0014225523],"category_scores_gemma":[0.0050903447,0.00010623853,0.00007944036,0.0009671521,0.00045925064,0.00014424635,0.00007887998,0.0006282503,0.00015275578],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014350249,0.0001652396,0.000093803275,0.000010687904,0.000057061923,0.000062629144,0.41605008,0.000049339804,0.0009100575,0.4795431,0.03129714,0.07161739],"study_design_scores_gemma":[0.00039455382,0.0002871174,0.000556287,0.00019198617,0.0000060924463,5.333548e-7,0.16366087,0.000011842092,0.0025465942,0.100944854,0.73108196,0.00031732375],"about_ca_topic_score_codex":0.00034091587,"about_ca_topic_score_gemma":0.004097052,"teacher_disagreement_score":0.6997848,"about_ca_system_score_codex":0.00020816384,"about_ca_system_score_gemma":0.000497314,"threshold_uncertainty_score":0.99949026},"labels":[],"label_agreement":null},{"id":"W3159703670","doi":"10.7202/1076918ar","title":"Ethnopoetics and Narrative Analysis","year":2021,"lang":"en","type":"article","venue":"Narrative Works","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Narrative; Relevance (law); Sociology; Qualitative research; Qualitative analysis; Narrative inquiry; Somali; Work (physics); Epistemology; Visual arts; Aesthetics; Art; Anthropology; Literature; Linguistics; Philosophy; Political science; Engineering","score_opus":0.13736483714515918,"score_gpt":0.5308618434345456,"score_spread":0.3934970062893864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159703670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57130784,0.010815571,0.12100779,0.12659614,0.0005869505,0.0006398398,0.000030315838,0.00019039933,0.16882516],"genre_scores_gemma":[0.97145087,0.0015801443,0.016676724,0.0004900345,0.00017607724,0.0000217945,0.00001292023,0.000011052668,0.009580415],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9939362,0.0045787804,0.00019251941,0.00034186788,0.0005864209,0.00036421523],"domain_scores_gemma":[0.9965357,0.0021564679,0.00007683095,0.00016760263,0.00082301174,0.00024035432],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004151358,0.00011660416,0.00030114205,0.0001320658,0.0014876017,0.00020380892,0.00012562535,0.00022425206,0.0010764251],"category_scores_gemma":[0.003375262,0.00010853279,0.00011825457,0.002298334,0.001569801,0.00022144742,0.000074194846,0.00062287535,0.000007931614],"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":[0.0000137471225,0.000038955215,0.0016373998,0.000006159355,0.00039196096,0.000022675647,0.8790248,0.000022704367,0.0001951286,0.10582672,0.000746233,0.012073522],"study_design_scores_gemma":[0.00019267321,0.00003941291,0.0020460887,0.00003504395,0.000087219385,3.8668622e-7,0.9518797,0.00014476842,0.00037440387,0.028443541,0.016565248,0.00019150894],"about_ca_topic_score_codex":0.00036114512,"about_ca_topic_score_gemma":0.005679582,"teacher_disagreement_score":0.400143,"about_ca_system_score_codex":0.000088705696,"about_ca_system_score_gemma":0.00043814548,"threshold_uncertainty_score":0.99983674},"labels":[],"label_agreement":null},{"id":"W3160257358","doi":"10.1080/1743727x.2021.1926972","title":"Race, relational dynamics and anxious adjustments: the complexities of identities in relation to one another","year":2021,"lang":"en","type":"article","venue":"International Journal of Research & Method in Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Manitoba","funders":"","keywords":"Race (biology); Relation (database); Dynamics (music); Sociology; Psychology; Epistemology; Social psychology; Computer science; Gender studies; Pedagogy; Data mining","score_opus":0.28252373546456333,"score_gpt":0.6166249960489512,"score_spread":0.3341012605843878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160257358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65421706,0.0046846448,0.12690347,0.1752669,0.0018639691,0.00075218565,0.00003324328,0.000006599115,0.03627189],"genre_scores_gemma":[0.7097618,0.004935412,0.27752075,0.00043454836,0.000760766,0.000033042066,0.000017623634,0.000018894087,0.00651718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9906008,0.006660827,0.00053558714,0.00012932219,0.0018780952,0.00019537365],"domain_scores_gemma":[0.9902604,0.00587457,0.00021247592,0.00009260059,0.0034902478,0.00006966103],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024913115,0.000055829896,0.00016304977,0.0008491314,0.00012394664,0.00010926128,0.00032035736,0.000075931035,0.00018686414],"category_scores_gemma":[0.01495211,0.000049411574,0.00004432266,0.000800973,0.00048615696,0.00048636927,0.000090871166,0.0006241558,0.0000030229799],"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":[0.00013939357,0.0003325032,0.023490576,0.000025351972,0.000055929362,0.0000072183702,0.053187035,0.00029357275,0.00061435346,0.8599185,0.00069014233,0.061245453],"study_design_scores_gemma":[0.00048829336,0.00009850687,0.22400427,0.0005678237,0.0000058487853,0.000015771864,0.119749166,0.0006729991,0.00036898383,0.64607793,0.007865075,0.00008529942],"about_ca_topic_score_codex":0.0016084024,"about_ca_topic_score_gemma":0.0035073878,"teacher_disagreement_score":0.21384051,"about_ca_system_score_codex":0.000757164,"about_ca_system_score_gemma":0.0019861374,"threshold_uncertainty_score":0.9933454},"labels":[],"label_agreement":null},{"id":"W3160370803","doi":"10.18432/ari29573","title":"BOOK REVIEW","year":2021,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Power (physics); Visual arts; The arts; Art; Set (abstract data type); Work (physics); Aesthetics; Sociology; Computer science; Engineering; Political science; Law","score_opus":0.32881267185362684,"score_gpt":0.6312146679812726,"score_spread":0.30240199612764573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160370803","genre_codex":"commentary","genre_gemma":"review","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":[0.00032056443,0.16571954,0.0039786287,0.61056197,0.00081556785,0.00024236325,0.000023097962,0.00003150327,0.21830674],"genre_scores_gemma":[0.002764849,0.74659246,0.006720906,0.015325532,0.002646915,0.00006578573,0.000039885585,0.000039502476,0.2258042],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98794883,0.006816796,0.00047400533,0.0003180415,0.0036315853,0.0008107516],"domain_scores_gemma":[0.9937423,0.0021089315,0.00007595824,0.00020080968,0.0032464312,0.000625553],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.025566338,0.000119267934,0.00023232904,0.00025244954,0.002098092,0.000409307,0.00088248705,0.000101636026,0.034717076],"category_scores_gemma":[0.0042931614,0.000107092645,0.00026452012,0.0007498551,0.001252889,0.00089346623,0.00017599565,0.0020161716,0.0007177537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004357387,0.00022924918,0.000045028843,0.00011227086,0.00011255771,0.00077336706,0.020682694,0.0000036285,0.00026873293,0.046405047,0.92435867,0.006965196],"study_design_scores_gemma":[0.00027921583,0.00007398114,0.0001482427,0.00093040254,0.000007581845,0.00014520124,0.008219172,0.000027034863,0.00008961258,0.048434597,0.94152355,0.000121409656],"about_ca_topic_score_codex":0.000013385983,"about_ca_topic_score_gemma":0.00014151301,"teacher_disagreement_score":0.5952365,"about_ca_system_score_codex":0.00033694535,"about_ca_system_score_gemma":0.002162284,"threshold_uncertainty_score":0.99920106},"labels":[],"label_agreement":null},{"id":"W3160438727","doi":"10.1177/10778004211014610","title":"Doing Ethnography on Social Media: A Methodological Reflection on the Study of Online Groups in China","year":2021,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":57,"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":"Ethnography; Reflexivity; Sociology; China; Social media; Qualitative research; Media studies; Participant observation; Gender studies; Social science; Anthropology; Political science","score_opus":0.7822994115935155,"score_gpt":0.666860228689158,"score_spread":0.1154391829043575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160438727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97689724,0.00008120277,0.0024250168,0.016060958,0.00036094867,0.0004024119,0.000019011764,0.00003097155,0.0037222407],"genre_scores_gemma":[0.9897441,0.00011423255,0.009085315,0.00044652168,0.0004717275,0.00006822955,0.000008977701,0.000013841865,0.00004705511],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9104714,0.08696277,0.000508514,0.0004039514,0.001259467,0.00039390888],"domain_scores_gemma":[0.9466405,0.05250038,0.00022196324,0.00019018032,0.00036852158,0.00007843882],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04513296,0.00016385119,0.0004582737,0.00026817105,0.00071254105,0.000041987718,0.00028464926,0.00021789271,0.00011475614],"category_scores_gemma":[0.03615838,0.00011345365,0.00016290123,0.0021222928,0.0019716644,0.00011297329,0.00008350337,0.0012667226,0.0000058664627],"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":[0.00016884411,0.0010830729,0.00009943288,0.000014227472,0.000045266053,0.000012428641,0.75336313,0.0000063912757,0.0003340465,0.23334241,0.0001698861,0.011360849],"study_design_scores_gemma":[0.0004383412,0.00061942614,0.01530531,0.000059899943,0.000008303313,1.1680106e-7,0.8521898,0.000003273954,0.00017656422,0.13050407,0.00057622715,0.000118670374],"about_ca_topic_score_codex":0.0007085274,"about_ca_topic_score_gemma":0.005655278,"teacher_disagreement_score":0.10283834,"about_ca_system_score_codex":0.00013859986,"about_ca_system_score_gemma":0.00022062197,"threshold_uncertainty_score":0.98323655},"labels":[],"label_agreement":null},{"id":"W3160770401","doi":"10.1177/16094069211016157","title":"Enacting Feminist Methodologies in Research Toward Reproductive Justice","year":2021,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":10,"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 Allison University","funders":"","keywords":"Reflexivity; Praxis; Sociology; Qualitative research; Politics; Public relations; Economic Justice; Context (archaeology); Reproductive justice; Participatory action research; Feminism; Political science; Gender studies; Abortion; Social science; Law","score_opus":0.9736443977230441,"score_gpt":0.8320500295666133,"score_spread":0.14159436815643078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160770401","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019618433,0.0038387994,0.7863142,0.11085845,0.004672647,0.0002692025,0.000026615602,0.00002827771,0.07437338],"genre_scores_gemma":[0.04457082,0.0012591649,0.9511154,0.000328231,0.0013508887,0.000011900413,0.0000018293715,0.000018120112,0.0013436223],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7792916,0.21504529,0.0013444097,0.00049897254,0.003154346,0.0006653452],"domain_scores_gemma":[0.86018234,0.12617734,0.0007689876,0.0002544341,0.012373118,0.00024374698],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.35215127,0.00014876822,0.0005328696,0.00079355197,0.0003691231,0.00025376643,0.0009862038,0.00018280213,0.00022876181],"category_scores_gemma":[0.4372738,0.00013532507,0.00023002487,0.0013890204,0.0020913873,0.0005875645,0.0002876781,0.0021080903,0.000009670204],"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":[0.00024014899,0.00011251042,0.000116116564,0.000034006323,0.00018790318,0.00027489898,0.6154381,0.000020741982,0.0059552314,0.30168283,0.00047924902,0.075458266],"study_design_scores_gemma":[0.00028222016,0.00008755228,0.0002030674,0.00013172641,0.000013387024,0.00002311449,0.5868382,0.000007506832,0.009597028,0.36298501,0.039730515,0.00010068029],"about_ca_topic_score_codex":0.00074261054,"about_ca_topic_score_gemma":0.00016421912,"teacher_disagreement_score":0.16480123,"about_ca_system_score_codex":0.0008556654,"about_ca_system_score_gemma":0.002192885,"threshold_uncertainty_score":0.91587204},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3162951320","doi":"10.22215/etd/2021-14352","title":"Care Has Limits: Women's Moral Lives and Revised Meanings of Care Work","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"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":"Care work; Negotiation; Narrative; Scholarship; Moral economy; Sociology; Gender studies; Work (physics); Political science; Social science; Law; Politics","score_opus":0.1664406342728651,"score_gpt":0.48523423720780534,"score_spread":0.31879360293494025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162951320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5210135,0.055083692,0.00005594377,0.0016517933,0.0006684235,0.0009770781,0.000065189,0.00009556126,0.42038882],"genre_scores_gemma":[0.87402767,0.016041642,0.026591972,0.0002124415,0.0005079673,0.00016718564,0.0007839755,0.00008853354,0.08157862],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9961454,0.0020171092,0.0002841447,0.00035097025,0.000822507,0.00037981351],"domain_scores_gemma":[0.9967791,0.0011721305,0.00018034686,0.00016114848,0.0015064587,0.00020080151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019133799,0.00017637062,0.00048919406,0.00011131872,0.0005173569,0.00021007139,0.00021856089,0.00034252583,0.00048633138],"category_scores_gemma":[0.00368973,0.00016059242,0.00011322115,0.0005084177,0.00061780977,0.00011400911,0.0000306149,0.0005014588,0.000003202648],"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":[0.000059716946,0.000010341178,0.00041998646,0.0017015396,0.00004805876,0.0000058398427,0.9495111,2.1515137e-7,0.000051882318,0.018667718,0.00021355138,0.029310023],"study_design_scores_gemma":[0.0001175523,0.00009707579,0.0007824455,0.00083571783,0.000021205271,3.7151132e-8,0.98422337,2.2525958e-7,0.0002530903,0.0019855169,0.011495733,0.00018800939],"about_ca_topic_score_codex":0.0015037134,"about_ca_topic_score_gemma":0.005308493,"teacher_disagreement_score":0.35301417,"about_ca_system_score_codex":0.00016469146,"about_ca_system_score_gemma":0.0011899133,"threshold_uncertainty_score":0.6548769},"labels":[],"label_agreement":null},{"id":"W3167937607","doi":"10.3390/soc11020058","title":"COVID-ized Ethnography: Challenges and Opportunities for Young Environmental Activists and Researchers","year":2021,"lang":"en","type":"article","venue":"Societies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":29,"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":"Trent University; Nottingham Trent University","keywords":"Ethnography; Negotiation; Sociology; Social distance; Coronavirus disease 2019 (COVID-19); Public relations; Face (sociological concept); Process (computing); Qualitative research; Political science; Social science","score_opus":0.6496999154419819,"score_gpt":0.5443353113129804,"score_spread":0.1053646041290015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167937607","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47515526,0.16647048,0.0011800292,0.31071317,0.00027757423,0.001025172,0.00017616215,0.00014470221,0.04485745],"genre_scores_gemma":[0.45143628,0.52611554,0.008686944,0.00080820173,0.00018933971,0.00014307277,0.0000162714,0.000026225112,0.012578129],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99715143,0.0017292257,0.00009493163,0.00022390786,0.00045497436,0.00034550505],"domain_scores_gemma":[0.9970789,0.0024645168,0.000033190394,0.000083487525,0.000072005634,0.000267876],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005880155,0.000084634536,0.00015592619,0.000038029964,0.0009242624,0.00011679219,0.00007656223,0.00013438954,0.000051391253],"category_scores_gemma":[0.0016725245,0.00008329152,0.00007142559,0.000048052327,0.0036347166,0.00018481522,0.00009253371,0.00023392188,4.0341826e-7],"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":[0.000058638143,0.00005452065,0.00040911563,0.00038490148,0.00014936907,0.000011789113,0.7284909,7.974624e-8,0.0015300751,0.15145873,0.0029255354,0.11452634],"study_design_scores_gemma":[0.00028425702,0.00005710164,0.0010571372,0.000017704782,0.000008349024,7.7437306e-7,0.78167176,0.000007380445,0.00016255831,0.10034175,0.116280206,0.00011104153],"about_ca_topic_score_codex":0.00008750609,"about_ca_topic_score_gemma":0.00021412976,"teacher_disagreement_score":0.35964507,"about_ca_system_score_codex":0.00006187964,"about_ca_system_score_gemma":0.00037010686,"threshold_uncertainty_score":0.99907684},"labels":[],"label_agreement":null},{"id":"W3168470165","doi":"10.1177/10497323211015966","title":"Observation and Institutional Ethnography: Helping Us to See Better","year":2021,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":38,"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 Moncton; University of New Brunswick","funders":"New Brunswick Innovation Foundation","keywords":"Ethnography; Data collection; Sociology; Participant observation; Qualitative research; Health care; Social science; Anthropology; Political science; Law","score_opus":0.8352618930742222,"score_gpt":0.7216840908849644,"score_spread":0.11357780218925773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168470165","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58536774,0.0024527318,0.024794536,0.37665442,0.00020101709,0.0008962914,0.000064024505,0.00005933588,0.009509932],"genre_scores_gemma":[0.4216267,0.006196442,0.527754,0.034310147,0.0014620181,0.0006492998,0.00012235028,0.000071498886,0.0078075295],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9453792,0.050193083,0.00041365155,0.00052099687,0.0023966166,0.0010964549],"domain_scores_gemma":[0.98245734,0.014097027,0.000064294705,0.00020597014,0.0023652413,0.00081010733],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.08970027,0.00011211367,0.00026298602,0.0004198906,0.0035849954,0.00024546008,0.00020336565,0.00015293542,0.00019214736],"category_scores_gemma":[0.026672898,0.00011322211,0.000056540892,0.0025861526,0.0027912275,0.00034527728,0.00017877489,0.0012132459,0.00008691811],"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":[0.000035704805,0.00006368924,0.0019089069,0.00021877297,0.000023653036,0.000010631719,0.50380474,0.0000031148645,0.00045232568,0.4371126,0.004191864,0.052174024],"study_design_scores_gemma":[0.00038052833,0.00032057925,0.035414763,0.0002761409,0.0000015912516,0.0000010139238,0.3835495,0.000048387064,0.00018503204,0.19541815,0.38418242,0.00022188887],"about_ca_topic_score_codex":0.010077785,"about_ca_topic_score_gemma":0.003819147,"teacher_disagreement_score":0.5029595,"about_ca_system_score_codex":0.0005022395,"about_ca_system_score_gemma":0.0037560542,"threshold_uncertainty_score":0.99992263},"labels":[],"label_agreement":null},{"id":"W3171136051","doi":"10.1111/cag.12688","title":"Doing fieldwork the Ghanaian way: The dilemma of conducting research in rural Ghana","year":2021,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"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 Lethbridge","funders":"University of Lethbridge","keywords":"Personality psychology; Dilemma; Qualitative research; Sociology; Personality; Process (computing); Big Five personality traits; Public relations; Psychology; Social psychology; Social science; Political science; Computer science; Epistemology","score_opus":0.15980683232598103,"score_gpt":0.4173796429054312,"score_spread":0.2575728105794502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171136051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8981908,0.0066915522,0.0000067514097,0.070421845,0.0007004292,0.00058133,0.00006331607,0.000027162858,0.023316834],"genre_scores_gemma":[0.99479836,0.0035658479,0.00037741603,0.00045263235,0.00027732673,0.000086001135,0.000010889306,0.000025469712,0.00040604657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9907668,0.005420262,0.0004959685,0.00040506266,0.00092599116,0.0019858954],"domain_scores_gemma":[0.9907546,0.006598806,0.00012119107,0.00068974105,0.001102729,0.00073290657],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.013641304,0.0002199037,0.00035955192,0.0020860045,0.0037640512,0.00032047025,0.0011271974,0.00024775544,0.00016580768],"category_scores_gemma":[0.003917845,0.0001593379,0.0002790412,0.014431156,0.010777323,0.00026099497,0.0001345591,0.0013638487,0.0000033323684],"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":[0.000019754894,0.000027609896,0.057766333,0.00010756695,0.00019347364,0.00029610394,0.1228151,0.000013812307,0.00007773307,0.7405693,0.0070386156,0.0710746],"study_design_scores_gemma":[0.00015297564,0.000047782403,0.012926277,0.00021597857,0.000014919236,0.000009671346,0.7631128,0.000006996008,0.000054861583,0.022979323,0.20022738,0.00025104938],"about_ca_topic_score_codex":0.95427203,"about_ca_topic_score_gemma":0.9993114,"teacher_disagreement_score":0.71759,"about_ca_system_score_codex":0.00016751834,"about_ca_system_score_gemma":0.0016606468,"threshold_uncertainty_score":0.9975329},"labels":[],"label_agreement":null},{"id":"W3176734706","doi":"10.1177/13634615211015091","title":"Echopoetics and unbelonging: Making sense of reconciliation in academia","year":2021,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McGill University Health Centre","funders":"","keywords":"Sociology; Indigenous; Oppression; Narrative; Autoethnography; Aesthetics; Institution; Gender studies; Politics; Epistemology; Social science; Political science; Law","score_opus":0.12919113533012433,"score_gpt":0.5126122685691912,"score_spread":0.38342113323906685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176734706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9458983,0.0016669016,0.0008365744,0.040806822,0.00032339097,0.00013406805,0.000007701459,0.000020879983,0.0103053935],"genre_scores_gemma":[0.9710106,0.0015671732,0.026640683,0.0002462315,0.00010253522,0.0000026708985,0.000002938139,0.0000054366515,0.00042172679],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99809545,0.0010053125,0.00022530959,0.00016139675,0.00030060994,0.00021191493],"domain_scores_gemma":[0.9994376,0.0002584918,0.000048514612,0.00006434875,0.00013036658,0.000060729817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023043707,0.00006467383,0.00014146403,0.000042328174,0.00014029445,0.000025167541,0.00005631021,0.00033292963,0.000049009264],"category_scores_gemma":[0.00045325668,0.000057349647,0.000053012,0.00041058616,0.00029528848,0.00014132242,0.000007965402,0.00073070446,0.0000013557889],"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":[0.00007643885,0.00009858256,0.091046,0.00047235034,0.000051756022,0.000007598327,0.27648556,0.000033594486,0.008581118,0.5939915,0.00041779506,0.028737705],"study_design_scores_gemma":[0.0026944247,0.00015245112,0.2693635,0.0011972092,0.000069812835,0.000013471932,0.38125914,0.00033490095,0.002625491,0.31505206,0.026406556,0.00083095685],"about_ca_topic_score_codex":0.0002522803,"about_ca_topic_score_gemma":0.0062895273,"teacher_disagreement_score":0.27893943,"about_ca_system_score_codex":0.00003725807,"about_ca_system_score_gemma":0.00024154397,"threshold_uncertainty_score":0.3509704},"labels":[],"label_agreement":null},{"id":"W3177840734","doi":"10.46743/2160-3715/2021.5010","title":"Reflexive Thematic Analysis for Applied Qualitative Health Research","year":2021,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":380,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Reflexivity; Thematic analysis; Qualitative research; Focus group; Situated; Grounded theory; Psychology; Management science; Sociology; Computer science; Social science; Engineering; Artificial intelligence","score_opus":0.8790847964995501,"score_gpt":0.7912368180285684,"score_spread":0.08784797847098169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177840734","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018437292,0.0020591777,0.57292897,0.22147514,0.00029185502,0.0037662017,0.00022013386,0.0001904321,0.18063077],"genre_scores_gemma":[0.8016283,0.0008066602,0.13748275,0.0018712815,0.0007287115,0.001995537,0.00031454602,0.000097204924,0.055074986],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91364014,0.07922854,0.0013756686,0.00092988205,0.0033454285,0.0014803644],"domain_scores_gemma":[0.9152421,0.07793828,0.00074070523,0.0008619791,0.0047682384,0.0004487043],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.27586198,0.0002393064,0.0009320674,0.00039589772,0.0036799845,0.00024012297,0.0005526072,0.00017669439,0.0002619161],"category_scores_gemma":[0.058011424,0.00017299823,0.0005131402,0.0052727484,0.0043461565,0.000182244,0.00017668061,0.0009941949,0.00005854156],"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":[0.00005351399,0.00007161155,0.0000042524166,0.000072453506,0.0006509064,0.000014708609,0.52768457,0.000004403453,0.00006609803,0.4679964,0.0018787603,0.0015023346],"study_design_scores_gemma":[0.00014610919,0.00009472976,0.00003796485,0.000030153753,0.000057288962,0.0000020492014,0.5801362,0.000016158645,0.00015652248,0.40207157,0.017117856,0.00013338505],"about_ca_topic_score_codex":0.0026126371,"about_ca_topic_score_gemma":0.003371152,"teacher_disagreement_score":0.783191,"about_ca_system_score_codex":0.00066211645,"about_ca_system_score_gemma":0.0041529164,"threshold_uncertainty_score":0.99836344},"labels":[],"label_agreement":null},{"id":"W3179857103","doi":"10.1007/978-3-030-71363-8_5","title":"Methods: Where Story Meets Study","year":2021,"lang":"en","type":"book-chapter","venue":"Innovation and change in professional education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Commit; Craft; Reflexivity; Section (typography); Computer science; Engineering ethics; Psychology; Sociology; Engineering; Visual arts; Art; Social science","score_opus":0.4256139482818479,"score_gpt":0.6309308130382368,"score_spread":0.20531686475638894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179857103","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":[0.019128067,0.026884547,0.00040748762,0.20949568,0.020427844,0.0068063657,0.000052976724,0.00014924331,0.7166478],"genre_scores_gemma":[0.00613033,0.0019248617,0.009258261,0.0017852425,0.0015342222,0.0005409967,0.00014328257,0.000042592932,0.9786402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956203,0.002694119,0.0004042061,0.00038730106,0.000689445,0.00020459079],"domain_scores_gemma":[0.9972381,0.0009777739,0.0002867535,0.00016384269,0.0012596777,0.000073879855],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011235161,0.00017342588,0.00026809794,0.00058117945,0.00046493707,0.00006356905,0.00013645244,0.0004374677,0.0010677549],"category_scores_gemma":[0.001487831,0.00017015309,0.00002975756,0.00041778974,0.0002855112,0.00025331482,0.000088235334,0.0010594527,0.0000114242785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009022286,0.00016072327,0.00022887906,0.000077402765,0.000013697393,0.0000015175438,0.06474051,8.778726e-9,0.000017963668,0.66234434,0.002556217,0.26984972],"study_design_scores_gemma":[0.00015933154,0.000044883785,0.0028505821,0.0007959342,0.000010044975,4.2703343e-7,0.073747136,0.0000020019793,0.0000029902496,0.11910686,0.8030575,0.00022233542],"about_ca_topic_score_codex":0.00078044954,"about_ca_topic_score_gemma":0.0027816573,"teacher_disagreement_score":0.8005013,"about_ca_system_score_codex":0.00029145813,"about_ca_system_score_gemma":0.002839926,"threshold_uncertainty_score":0.9998454},"labels":[],"label_agreement":null},{"id":"W3183398894","doi":"10.1097/jnc.0000000000000285","title":"\"Every One of Us Is a Strand in That Basket\": Weaving Together Stories of Indigenous Wellness and Resilience From the Perspective of Those With Lived and Living Experience With HIV/Hepatitis C Virus.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Indigenous; Disconnection; Human immunodeficiency virus (HIV); Health care; Colonialism; Perspective (graphical); Decolonization; Sociology; Economic growth; Nursing; Medicine; Political science; Family medicine; Ecology","score_opus":0.10420605444954449,"score_gpt":0.3742238205880124,"score_spread":0.2700177661384679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183398894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966486,0.0014965058,0.0002963207,0.00047563997,0.000016366359,0.00055119355,0.000069395464,0.0000044752283,0.00044150592],"genre_scores_gemma":[0.9977618,0.0010621338,0.0008043307,0.000032748634,0.000012118479,0.00024516793,2.910821e-7,0.000007744687,0.00007365842],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99680376,0.0017724542,0.00016647554,0.00024262317,0.0007465702,0.0002681387],"domain_scores_gemma":[0.99639654,0.003062994,0.00019121464,0.0001440789,0.00013946694,0.00006571475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037085963,0.0000868463,0.00025461332,0.00006513909,0.0003778089,0.00003048535,0.00021928626,0.000037485657,0.000042533775],"category_scores_gemma":[0.00084357336,0.00006184852,0.000017802668,0.00040905538,0.002217349,0.00021734423,0.00012506382,0.00024546945,1.8711644e-8],"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":[0.00014288825,0.00004889118,0.39262125,0.000019708626,0.000022924458,0.0000019733957,0.60214037,0.000004948607,0.0001557402,0.00055385113,0.000001047041,0.0042864294],"study_design_scores_gemma":[0.00014589846,0.00008270913,0.57515097,0.00007042946,0.000008032002,2.9425863e-7,0.422139,0.000004341543,0.0014689543,0.00084217807,0.00002529741,0.00006190296],"about_ca_topic_score_codex":0.18164438,"about_ca_topic_score_gemma":0.046313524,"teacher_disagreement_score":0.18252973,"about_ca_system_score_codex":0.000092381975,"about_ca_system_score_gemma":0.00022754575,"threshold_uncertainty_score":0.97108877},"labels":[],"label_agreement":null},{"id":"W3191811299","doi":"10.1080/02601370.2021.1959749","title":"Decolonizing research: Indigenous storywork as methodology","year":2021,"lang":"en","type":"article","venue":"International Journal of Lifelong Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":336,"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":"Indigenous; Sociology; Pedagogy; Research methodology; Qualitative research; Social science","score_opus":0.6610911510465521,"score_gpt":0.705424574682698,"score_spread":0.0443334236361459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191811299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81552625,0.0046543507,0.012096177,0.1223958,0.015824309,0.00019926303,0.0000030573044,0.000019560586,0.029281251],"genre_scores_gemma":[0.7902702,0.00396869,0.18553488,0.0020962572,0.008504205,0.000016623542,0.000010081759,0.000025008947,0.009574072],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885086,0.008999096,0.00039768944,0.00013573968,0.0016812851,0.00027761428],"domain_scores_gemma":[0.985201,0.006237581,0.00028986562,0.0001041224,0.007953002,0.0002144077],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02658269,0.00005924929,0.00015268847,0.00043967625,0.0004185805,0.00019607005,0.00055624987,0.00012788207,0.00041626184],"category_scores_gemma":[0.04276659,0.00005912228,0.000098919896,0.00046619592,0.0004155931,0.00035908166,0.000066449174,0.000764607,0.000049652877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014114002,0.0006565174,0.008851868,0.000019013523,0.000310532,0.0002032378,0.2860277,0.000020545067,0.0027281842,0.31798443,0.016159529,0.3668973],"study_design_scores_gemma":[0.00023298484,0.00012167217,0.008501207,0.0001760356,0.000012080268,0.00012883745,0.11310424,0.0000017965981,0.0017526775,0.27895215,0.5969033,0.00011302023],"about_ca_topic_score_codex":0.0010451281,"about_ca_topic_score_gemma":0.0006091224,"teacher_disagreement_score":0.5807438,"about_ca_system_score_codex":0.0007103378,"about_ca_system_score_gemma":0.012149929,"threshold_uncertainty_score":0.9934503},"labels":[],"label_agreement":null},{"id":"W3197529067","doi":"10.1007/978-3-030-80811-2_7","title":"Conclusion: Awaiting the Arrival of Blindness","year":2021,"lang":"en","type":"book-chapter","venue":"Literary disability studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Blindness; Optometry; Medicine; History","score_opus":0.3343801429267501,"score_gpt":0.5350493684136867,"score_spread":0.20066922548693655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197529067","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":[0.0027438588,0.066916175,0.000056040004,0.051096283,0.0010491221,0.0009090506,0.00029506348,0.00006963303,0.8768648],"genre_scores_gemma":[0.09057182,0.034732636,0.0034685114,0.0012747963,0.004082581,0.00011720849,0.000087497094,0.000105836,0.8655591],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99492455,0.0024097085,0.00066039775,0.0004745563,0.0011708857,0.00035988953],"domain_scores_gemma":[0.9871485,0.010969859,0.00029164055,0.000535166,0.00095102575,0.00010380878],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00880474,0.00026304985,0.0007760159,0.00002940726,0.0012716709,0.00008025865,0.00048555067,0.00027133524,0.000558992],"category_scores_gemma":[0.0069621615,0.00017890212,0.00038569813,0.000111712165,0.0154905515,0.00015212597,0.00075750536,0.000832048,0.000010227869],"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":[0.000017805043,0.000041956915,0.00046213577,0.00049776427,0.0002879403,0.0000066688085,0.13252267,2.433161e-7,0.0000023141304,0.84099716,0.0010410409,0.02412229],"study_design_scores_gemma":[0.00009243246,0.000046425354,0.00013021842,0.00059084425,0.00005018977,4.2559918e-7,0.05164237,0.0000014533574,0.000007349533,0.5314783,0.4157575,0.00020251336],"about_ca_topic_score_codex":0.00016274618,"about_ca_topic_score_gemma":0.0004281839,"teacher_disagreement_score":0.41471648,"about_ca_system_score_codex":0.00020494533,"about_ca_system_score_gemma":0.00039818938,"threshold_uncertainty_score":0.9871887},"labels":[],"label_agreement":null},{"id":"W3205614656","doi":"10.3390/educsci11100627","title":"Knowledge versus Education in the Margins: An Indigenous and Feminist Critique of Education","year":2021,"lang":"en","type":"article","venue":"Education Sciences","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Narrative; Traditional knowledge; Sociology; Indigenous; Guard (computer science); Pedagogy","score_opus":0.2963499955841878,"score_gpt":0.6492057950916331,"score_spread":0.35285579950744533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205614656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8419035,0.004810928,0.00007162791,0.01059155,0.001628666,0.00029773326,0.0000029582225,0.000008212014,0.14068484],"genre_scores_gemma":[0.9902215,0.00085228577,0.006536028,0.0004379649,0.0002846229,0.00007989378,0.000008363744,0.000003432912,0.0015759197],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9961263,0.0028034917,0.00019977681,0.00024588348,0.0004267703,0.00019779427],"domain_scores_gemma":[0.9976336,0.001472136,0.00009055986,0.00016167323,0.00054618635,0.00009587337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007391902,0.00006217428,0.00009273314,0.00017366474,0.0007327449,0.0002262916,0.00034064744,0.000065911234,0.00006196419],"category_scores_gemma":[0.003459125,0.000051123254,0.000020814676,0.0012590195,0.0014047597,0.00043064644,0.00002367804,0.00015541981,0.0000049297732],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040774644,0.00078168866,0.00576621,0.00003472541,0.0000016015555,7.4302356e-8,0.41354847,2.6510813e-7,0.00011271471,0.32888347,0.0005362584,0.25033048],"study_design_scores_gemma":[0.00006107778,0.00008397567,0.030576305,0.00008277963,0.000004152271,0.0000014260166,0.86137295,0.0000040616305,0.00016560844,0.04500318,0.06255958,0.00008492366],"about_ca_topic_score_codex":0.004492969,"about_ca_topic_score_gemma":0.006833601,"teacher_disagreement_score":0.44782448,"about_ca_system_score_codex":0.00009316792,"about_ca_system_score_gemma":0.030453099,"threshold_uncertainty_score":0.97504336},"labels":[],"label_agreement":null},{"id":"W3208453219","doi":"10.1002/nop2.1115","title":"Providing English and native language quotes in qualitative research: A call to action","year":2021,"lang":"en","type":"article","venue":"Nursing Open","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Qualitative research; Sociocultural evolution; First language; Publishing; Linguistics; Gateway (web page); Sociology; Context (archaeology); Norm (philosophy); Transparency (behavior); Psychology; Computer science; Epistemology; Political science; Social science; World Wide Web","score_opus":0.7385953821876238,"score_gpt":0.7468009420816341,"score_spread":0.008205559894010284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208453219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6685554,0.0007004311,0.0014246035,0.073075846,0.00035103905,0.0016842681,0.00002357826,0.00004912387,0.25413573],"genre_scores_gemma":[0.96549034,0.00011108464,0.027666012,0.00024187153,0.00022747548,0.00009604778,0.0000056276103,0.000016764456,0.006144782],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98435307,0.014083841,0.0001487314,0.00032941057,0.00064904435,0.00043593498],"domain_scores_gemma":[0.9932172,0.0056682066,0.000031260817,0.00011078203,0.0007853085,0.00018724812],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.026271371,0.000065221015,0.00016707915,0.00016907499,0.0006254001,0.00049703236,0.00024771085,0.000091066,0.00004250333],"category_scores_gemma":[0.03988268,0.00006578955,0.000017509334,0.0010731218,0.00065443746,0.00049224246,0.00015137528,0.0005618167,0.0000070073556],"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":[0.000040481333,0.00005437827,0.000065915236,0.000015367063,0.0000053595863,0.000012085979,0.86734074,7.098202e-7,0.0014388165,0.08523375,0.0009086112,0.044883784],"study_design_scores_gemma":[0.00020549343,0.000075295684,0.0005202128,0.00042227487,0.0000015542804,2.4663382e-7,0.9388935,0.000015669399,0.0024211607,0.047575913,0.009773935,0.000094733325],"about_ca_topic_score_codex":0.01306183,"about_ca_topic_score_gemma":0.018701749,"teacher_disagreement_score":0.29693493,"about_ca_system_score_codex":0.00047989728,"about_ca_system_score_gemma":0.0007275005,"threshold_uncertainty_score":0.9992044},"labels":[],"label_agreement":null},{"id":"W3208683006","doi":"","title":"Archibald, Jo-Ann, Jenny Lee-Morgan, and Jason De Santolo, eds. 2019. Decolonizing Research: Indigenous Storywork as Methodology.","year":2018,"lang":"en","type":"article","venue":"Material Culture Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Indigenous; History; Sociology; Anthropology","score_opus":0.441826518331435,"score_gpt":0.6138970162438848,"score_spread":0.17207049791244983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208683006","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":[0.16595986,0.7271208,0.0023231567,0.035830174,0.0042505027,0.006621218,0.00015365322,0.00044068205,0.05729991],"genre_scores_gemma":[0.01060156,0.8483917,0.12681304,0.003846587,0.0050324225,0.00022303246,0.000037502447,0.0000756085,0.0049785287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96947473,0.027459066,0.00044581667,0.00052812486,0.00087945483,0.0012127907],"domain_scores_gemma":[0.99627966,0.0019488803,0.00018422639,0.00034917143,0.0007540067,0.00048406064],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.052622676,0.000230991,0.0007012627,0.00011206205,0.0020581335,0.00030369996,0.00062060065,0.00039719205,0.0010474368],"category_scores_gemma":[0.017242132,0.00018327075,0.00010766587,0.00072311127,0.0028917536,0.00021954915,0.0002818609,0.000841613,0.000308494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032951098,0.00016851899,0.00046397166,0.00546235,0.00024100876,0.00011800286,0.28644988,7.4060026e-8,0.02312098,0.10401882,0.107816406,0.4718105],"study_design_scores_gemma":[0.00013799912,0.000356466,0.0003849078,0.001562276,0.000044580982,0.000021033493,0.0028326078,2.1588241e-7,0.00091121474,0.027214196,0.966284,0.00025050683],"about_ca_topic_score_codex":0.0048277904,"about_ca_topic_score_gemma":0.0021676,"teacher_disagreement_score":0.8584676,"about_ca_system_score_codex":0.00028142254,"about_ca_system_score_gemma":0.0010141777,"threshold_uncertainty_score":0.9998658},"labels":[],"label_agreement":null},{"id":"W3209484720","doi":"10.3138/jcfs.52.3.01","title":"Guest Editors’ Comments","year":2021,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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","score_opus":0.6353320938395912,"score_gpt":0.6442432884932104,"score_spread":0.008911194653619225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209484720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5203422,0.09981794,0.006042731,0.12502946,0.053295895,0.00048620498,0.000036920173,0.00005320989,0.19489548],"genre_scores_gemma":[0.90637124,0.025605803,0.026482243,0.0021589124,0.034020446,0.000010572682,0.0000018629329,0.000018170642,0.0053307414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99469256,0.00356464,0.0004209425,0.000098812925,0.0009678008,0.00025524595],"domain_scores_gemma":[0.9923173,0.0036799756,0.0003030233,0.00008103299,0.0034754295,0.00014319745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005374449,0.000098003526,0.0004991324,0.0000771291,0.000615405,0.00006757309,0.00020456899,0.000049021604,0.000021990028],"category_scores_gemma":[0.0027467057,0.00007520821,0.00013866239,0.00035785077,0.0011875284,0.00027470896,0.000088772256,0.00044508112,0.000019162817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054729768,0.00021301622,0.0025590723,0.000028847306,0.0008416181,0.000096564196,0.20717807,0.0000074442055,0.0009857108,0.034172114,0.75316674,0.0006960656],"study_design_scores_gemma":[0.0002876352,0.00013319266,0.0034388942,0.00010153944,0.000020600555,0.0000016990314,0.29919744,0.0000012444153,0.00050959294,0.014428976,0.6818,0.00007919043],"about_ca_topic_score_codex":0.0000342854,"about_ca_topic_score_gemma":0.00012817235,"teacher_disagreement_score":0.38602906,"about_ca_system_score_codex":0.0001562997,"about_ca_system_score_gemma":0.0005218981,"threshold_uncertainty_score":0.47332594},"labels":[],"label_agreement":null},{"id":"W3209722854","doi":"10.7939/r3-pxgs-zz49","title":"The Line: Documentary Research Creation and the Ethics of Care","year":2020,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Sociology; Engineering ethics; Engineering","score_opus":0.15575074768171826,"score_gpt":0.45751854074372467,"score_spread":0.3017677930620064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209722854","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":[0.059908755,0.0014464332,0.00012931014,0.7910514,0.000028578728,0.0003368754,0.0000064547658,0.000009866742,0.14708233],"genre_scores_gemma":[0.97052836,0.016811792,0.0031428968,0.00061227125,0.000118872624,3.5379148e-7,0.00001147846,0.000008288911,0.008765684],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99407107,0.0051327557,0.00007508793,0.000096280004,0.000492164,0.00013264143],"domain_scores_gemma":[0.9813775,0.01822418,0.00004941687,0.000097648175,0.00016829268,0.00008298043],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031732754,0.00003354189,0.000092165086,0.000026808215,0.0011783832,0.00003488995,0.0003855584,0.00008307883,0.000114925366],"category_scores_gemma":[0.0026472076,0.000022532095,0.000044153552,0.00031727887,0.0053982083,0.00032419385,0.00023945862,0.0005216994,0.0000027405958],"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":[0.00027398724,0.0000041101134,0.0007160878,0.00004810442,0.000017668819,5.8545015e-7,0.52088225,0.0000012372824,0.000007997003,0.47421673,0.0020666476,0.001764587],"study_design_scores_gemma":[0.00044400082,0.000117283475,0.0004504438,0.000036124187,0.0000102282065,3.8802707e-8,0.6337449,0.000078904,0.00018218503,0.028971141,0.33592406,0.00004070184],"about_ca_topic_score_codex":0.019087369,"about_ca_topic_score_gemma":0.0029872963,"teacher_disagreement_score":0.9106196,"about_ca_system_score_codex":0.000010501619,"about_ca_system_score_gemma":0.00042677723,"threshold_uncertainty_score":0.99730855},"labels":[],"label_agreement":null},{"id":"W3210086250","doi":"","title":"Editorial, Issue 80","year":2020,"lang":"fr","type":"article","venue":"Canadian Review of Social Policy / Revue canadienne de politique sociale","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"York University","funders":"","keywords":"Computer science","score_opus":0.11638367037513225,"score_gpt":0.45148414348620763,"score_spread":0.3351004731110754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210086250","genre_codex":"commentary","genre_gemma":"editorial","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":[0.00082503475,0.06357439,0.000023553335,0.8493236,0.015031886,0.0010303376,0.0032870884,0.000041144758,0.06686299],"genre_scores_gemma":[0.011209127,0.23334491,0.00094485923,0.112063676,0.62435967,0.00015440294,0.0001344064,0.00020942578,0.017579496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98775905,0.0061457446,0.0011606957,0.00065708044,0.0005237835,0.003753647],"domain_scores_gemma":[0.9897705,0.0007631811,0.0006382429,0.0003255574,0.0018021767,0.006700391],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.008665313,0.00051081885,0.0015516486,0.00029190202,0.0013557033,0.00009835777,0.0011631608,0.0012204587,0.002250601],"category_scores_gemma":[0.026634702,0.00068582635,0.00081263523,0.003085955,0.0043235025,0.00035609066,0.00009860513,0.0016402341,0.00024434808],"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":true,"study_design_scores_codex":[0.00000295527,0.000012767003,0.000016563883,0.009985795,0.000074058844,0.000019015815,0.058971986,1.7190482e-7,0.000008257826,0.4907118,0.42987955,0.010317062],"study_design_scores_gemma":[0.00020218489,0.00011148443,0.00012534842,0.0032730466,0.00012899903,0.0000032489932,0.012873819,0.0000042476654,0.000009226554,0.047599506,0.93511724,0.0005516667],"about_ca_topic_score_codex":0.9574252,"about_ca_topic_score_gemma":0.89255905,"teacher_disagreement_score":0.7372599,"about_ca_system_score_codex":0.008379649,"about_ca_system_score_gemma":0.043617222,"threshold_uncertainty_score":0.9999444},"labels":[],"label_agreement":null},{"id":"W3210710534","doi":"10.1111/area.12760","title":"Ethically (un)bounding camp research: Life histories within and beyond camp boundaries","year":2021,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Refugee; Power (physics); Negotiation; Sociology; Professional boundaries; Ethnography; Political science; Law; Social science; Anthropology","score_opus":0.3811873831986781,"score_gpt":0.5269542341520391,"score_spread":0.145766850953361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210710534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45093638,0.010799915,0.006544394,0.32429224,0.0021990717,0.00061244145,0.00006567799,0.000242133,0.20430773],"genre_scores_gemma":[0.95868546,0.0010958946,0.027541306,0.0014912873,0.00039929835,0.000035588877,0.0000110495685,0.00002788988,0.010712235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99088514,0.0062693325,0.0002553348,0.00039496282,0.0015364295,0.0006587884],"domain_scores_gemma":[0.99154514,0.006365665,0.0000668328,0.0002531137,0.001263996,0.0005052593],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.024046212,0.00011449378,0.00024046836,0.00011520372,0.0048380666,0.0011426185,0.0002420894,0.00026935246,0.00047813376],"category_scores_gemma":[0.05803313,0.00010776529,0.000051638206,0.0007663243,0.0077498257,0.0003291182,0.00022980732,0.0013381222,0.00003066796],"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":[0.000017123835,0.000020956199,0.0012967602,0.000032747823,0.000025594712,0.000041304647,0.3041662,2.3644695e-7,0.00044120205,0.6895961,0.0025984691,0.0017632769],"study_design_scores_gemma":[0.00017099663,0.0000676163,0.0009811244,0.000043532928,0.000007725702,0.0000027824365,0.15510695,0.000011970078,0.00035619858,0.41282457,0.43024644,0.00018009738],"about_ca_topic_score_codex":0.0028363834,"about_ca_topic_score_gemma":0.014016121,"teacher_disagreement_score":0.5077491,"about_ca_system_score_codex":0.0002448395,"about_ca_system_score_gemma":0.004365614,"threshold_uncertainty_score":0.99989426},"labels":[],"label_agreement":null},{"id":"W3211151575","doi":"10.1177/16094069211053102","title":"Reflections from Cross-Gender Fieldwork Experiences in Open Markets in Ghana","year":2021,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Adventure; Negotiation; Space (punctuation); Field (mathematics); Sociology; Product (mathematics); Public relations; Gender studies; Political science; Social science; History; Computer science","score_opus":0.873035968213392,"score_gpt":0.7872305522593367,"score_spread":0.08580541595405533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211151575","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4505259,0.002757037,0.40100393,0.030043975,0.0044271564,0.00030020456,0.000039935883,0.000011644574,0.11089021],"genre_scores_gemma":[0.2850352,0.00036056078,0.712537,0.00058834587,0.00037347482,0.000027885892,0.0000036228644,0.000009534195,0.0010643823],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9558981,0.04153089,0.0009256617,0.0002666809,0.0010841233,0.00029456758],"domain_scores_gemma":[0.9795,0.018234015,0.0003850127,0.00011513064,0.0016249736,0.0001408542],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05385877,0.00011112474,0.0003592234,0.00034988014,0.0001615877,0.00042615924,0.0010808621,0.0001400582,0.0017642461],"category_scores_gemma":[0.034877215,0.000103062644,0.00013664512,0.00076445687,0.00063843944,0.00090390415,0.00023056967,0.00076051604,0.000004311645],"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":[0.00024734103,0.0001809527,0.002075755,0.0000040777195,0.000116920965,0.00017841489,0.8999936,0.000014966726,0.00058768806,0.06953103,0.00017402762,0.026895212],"study_design_scores_gemma":[0.0005712005,0.000032815653,0.0057972665,0.00011385359,0.0000031124519,0.0000035458354,0.66682047,0.000017222636,0.001528458,0.31311536,0.011886787,0.00010992039],"about_ca_topic_score_codex":0.003848373,"about_ca_topic_score_gemma":0.004497748,"teacher_disagreement_score":0.3115331,"about_ca_system_score_codex":0.00039208826,"about_ca_system_score_gemma":0.0011578036,"threshold_uncertainty_score":0.99914825},"labels":[],"label_agreement":null},{"id":"W3213016828","doi":"10.46743/2160-3715/2021.4896","title":"Qualitative Insider Research in a Government Institution: Reflections on a Study of Policy Capacity","year":2021,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Prince Edward Island","funders":"","keywords":"Emic and etic; Insider; Government (linguistics); Qualitative research; Public relations; Public administration; Political science; Public policy; Administration (probate law); Sociology; Engineering ethics; Social science; Law; Engineering","score_opus":0.8662957177359548,"score_gpt":0.7663190761825396,"score_spread":0.09997664155341524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213016828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7452215,0.00007577057,0.0007178528,0.029845346,0.00011355815,0.0009589834,0.000030246625,0.000023469822,0.22301327],"genre_scores_gemma":[0.99424475,0.000091408,0.0017061435,0.00014902391,0.00017141907,0.00023531067,0.0000024569074,0.000013677381,0.0033857874],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9048772,0.08858475,0.0010052373,0.00058514497,0.0042758314,0.0006718567],"domain_scores_gemma":[0.97287947,0.023902278,0.00035731544,0.0006788716,0.0020045473,0.00017753271],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09832753,0.00016131254,0.000428184,0.00026607583,0.001264556,0.00006871904,0.0003129266,0.00012989006,0.000060381317],"category_scores_gemma":[0.06414853,0.0001229469,0.0001117635,0.0039413758,0.0033693265,0.00022126923,0.00017465478,0.0012848146,0.000018922836],"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":[0.00007381438,0.0007356527,0.000069085654,0.000018149138,0.000058844085,0.000102406826,0.5608061,0.00001221028,0.000178947,0.43751848,0.00008058542,0.00034574166],"study_design_scores_gemma":[0.00036030755,0.0005279622,0.0010450946,0.0000841712,0.0000060159464,0.0000065122213,0.7882578,0.0000015568662,0.0003419425,0.20388174,0.005378542,0.000108356544],"about_ca_topic_score_codex":0.04306719,"about_ca_topic_score_gemma":0.039294485,"teacher_disagreement_score":0.24902327,"about_ca_system_score_codex":0.0015951925,"about_ca_system_score_gemma":0.0031639987,"threshold_uncertainty_score":0.9993429},"labels":[],"label_agreement":null},{"id":"W3215211340","doi":"10.82308/43401","title":"More powerful together: collaborative theorizing with social movements about decolonizing and decarbonizing Canada","year":2020,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Social movement; Sociology; Gender studies; Political science; Politics","score_opus":0.05834450298289306,"score_gpt":0.36149790214729666,"score_spread":0.3031533991644036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215211340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9375022,0.00038141513,0.000011316296,0.005427188,0.00016930923,0.00068564684,0.0004237603,0.00012145199,0.055277705],"genre_scores_gemma":[0.9906607,0.00021300613,0.0050495323,0.0035781714,0.000108520624,0.00003720652,0.000008242585,0.00006847889,0.0002761252],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932532,0.003045379,0.0004336245,0.000732453,0.0015239766,0.0010114018],"domain_scores_gemma":[0.9964904,0.001584354,0.00026833508,0.00017565409,0.0007456786,0.0007355443],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004425391,0.00036228483,0.00049448217,0.00008265789,0.004073094,0.00023194114,0.0004785746,0.0002529425,0.00008967651],"category_scores_gemma":[0.004152375,0.00034024153,0.00007171121,0.0012075793,0.00084966636,0.00071793655,0.00024725214,0.0011417863,0.000008481242],"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":[0.00042723757,0.00008433508,0.002467072,0.0001739153,0.0004480542,0.00023895343,0.01234346,0.000026004707,0.010858839,0.89474046,0.000034893885,0.07815679],"study_design_scores_gemma":[0.004191035,0.000917453,0.0048480225,0.0004837371,0.00016941091,0.000006765113,0.2768834,0.00018241059,0.019137459,0.0780623,0.61233383,0.0027841406],"about_ca_topic_score_codex":0.13253608,"about_ca_topic_score_gemma":0.42545572,"teacher_disagreement_score":0.8166781,"about_ca_system_score_codex":0.0009862243,"about_ca_system_score_gemma":0.000973213,"threshold_uncertainty_score":0.999905},"labels":[],"label_agreement":null},{"id":"W3215802216","doi":"","title":"Researching at High-Speed: Recording the Story of the COVID-19 Experience","year":2020,"lang":"en","type":"article","venue":"Antistasis","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Saskatchewan Polytechnic","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Computer science; Medicine; Virology; Outbreak","score_opus":0.4606814863565059,"score_gpt":0.5602786916710653,"score_spread":0.09959720531455935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215802216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5262029,0.00043761826,0.003169251,0.46144038,0.00026957033,0.00036269156,0.000046666373,0.00003514444,0.008035763],"genre_scores_gemma":[0.9939394,0.0004902449,0.0011637325,0.0029991104,0.00015120608,0.0000069833836,5.456057e-7,0.000008099003,0.0012406552],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99062955,0.007717917,0.000157816,0.00020689606,0.0009580451,0.00032978295],"domain_scores_gemma":[0.99323595,0.006071061,0.00009979791,0.00023829885,0.00011541072,0.000239491],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010309687,0.0000652332,0.00013064325,0.000025059093,0.0028657021,0.00006532433,0.0007638494,0.00005550025,0.00040556662],"category_scores_gemma":[0.028811716,0.000038764352,0.00009062955,0.0006317835,0.002389813,0.00012717648,0.00032680004,0.0005354936,0.00002268783],"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":[0.00007117142,0.000020385864,0.009825805,0.00010545079,0.00003761586,0.000012245254,0.6751617,0.000020490112,0.0077503105,0.23848027,0.04579297,0.022721546],"study_design_scores_gemma":[0.00018276252,0.00006126404,0.0032437914,0.000029926985,0.000008360258,7.603849e-7,0.15462519,0.000052506683,0.003041789,0.009687891,0.8289252,0.00014057642],"about_ca_topic_score_codex":0.009096019,"about_ca_topic_score_gemma":0.0012847747,"teacher_disagreement_score":0.7831322,"about_ca_system_score_codex":0.00016081937,"about_ca_system_score_gemma":0.00046595413,"threshold_uncertainty_score":0.99843246},"labels":[],"label_agreement":null},{"id":"W3217379076","doi":"10.1136/fmch-2021-001287","title":"Developing and testing an automated qualitative assistant (AQUA) to support qualitative analysis","year":2021,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Family Medicine","funders":"Penn State College of Medicine; Huck Institutes of the Life Sciences; Pennsylvania State University; University of Pennsylvania","keywords":"Computer science; Latent Dirichlet allocation; Coding (social sciences); Machine learning; Information retrieval; Cluster analysis; Artificial intelligence; Transparency (behavior); Natural language processing; Data mining; Topic model; Statistics; Mathematics","score_opus":0.7362791457125837,"score_gpt":0.6989436886705526,"score_spread":0.03733545704203112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217379076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88685596,0.0011205145,0.032567043,0.071965076,0.000078567246,0.0003611443,0.00006650504,0.00022769174,0.006757473],"genre_scores_gemma":[0.86734647,0.0012197201,0.11910285,0.011829746,0.00009042401,0.000025916675,0.00012905018,0.000018678797,0.00023711697],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94205475,0.0557674,0.0005726906,0.0003020036,0.00074140355,0.0005617744],"domain_scores_gemma":[0.9770414,0.020425202,0.00020547034,0.00035085157,0.0010972846,0.0008797975],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06000815,0.00017824302,0.0007207246,0.00033312468,0.0032985825,0.000085788204,0.0002270111,0.00010534826,0.000025319523],"category_scores_gemma":[0.023447255,0.00015793223,0.000037732345,0.0029280134,0.0012547662,0.00021829297,0.00018404829,0.0010104339,0.0000024103565],"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":[0.00001703182,0.000062029474,0.00070139254,0.00014619053,0.00013094637,0.0000068697,0.9418212,9.99013e-7,0.00010330738,0.043375283,0.00050854334,0.013126167],"study_design_scores_gemma":[0.0003020635,0.0010128678,0.018899994,0.00022842879,0.000049656523,0.0000011326327,0.95849895,0.00020121598,0.000005377684,0.01653529,0.0040841415,0.00018088197],"about_ca_topic_score_codex":0.1301646,"about_ca_topic_score_gemma":0.07128347,"teacher_disagreement_score":0.08653581,"about_ca_system_score_codex":0.0002659375,"about_ca_system_score_gemma":0.002405965,"threshold_uncertainty_score":0.997999},"labels":[],"label_agreement":null},{"id":"W325942702","doi":"","title":"Between a Flake and a Strident Bitch: Making 'IT' Count in the Academy. (Articles)","year":2000,"lang":"en","type":"article","venue":"Resources for feminist research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Context (archaeology); Politics; Silence; Media studies; Aesthetics; Power (physics); Mainstream; Embodied cognition; Epistemology; Law; History; Art; Philosophy","score_opus":0.5073608154448627,"score_gpt":0.6149992567341314,"score_spread":0.1076384412892687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W325942702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87959063,0.0006443784,0.00005892209,0.07377424,0.000013503641,0.0012427535,0.00005334703,0.000025969783,0.044596225],"genre_scores_gemma":[0.9944437,0.0006235821,0.00070111296,0.00043724157,0.0004719809,0.00020755184,0.0000020638236,0.000017898159,0.0030948778],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900085,0.005804322,0.00037380029,0.0004154373,0.0022025208,0.001195443],"domain_scores_gemma":[0.9848279,0.014553701,0.000045843703,0.0002143108,0.00014866146,0.00020959503],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.05808932,0.00012168687,0.00023310442,0.0002437221,0.0018543435,0.00056654355,0.00083422195,0.00022484662,0.00023267425],"category_scores_gemma":[0.0038699002,0.000089257235,0.00007495452,0.0011988486,0.0025765463,0.00013028165,0.00011425662,0.001234221,0.000038458857],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034675008,0.00013400966,0.02749221,0.00020141546,0.00004666071,0.000024724184,0.61970824,0.000004477928,0.00010897694,0.07694586,0.008426241,0.2665604],"study_design_scores_gemma":[0.0003397277,0.00015906128,0.009168052,0.00010308091,0.0000054100833,0.0000012775528,0.10034285,0.00009225513,0.000026394056,0.026116204,0.86352885,0.00011684175],"about_ca_topic_score_codex":0.0017744954,"about_ca_topic_score_gemma":0.0015449768,"teacher_disagreement_score":0.8551026,"about_ca_system_score_codex":0.00016186944,"about_ca_system_score_gemma":0.00024994859,"threshold_uncertainty_score":0.9994451},"labels":[],"label_agreement":null},{"id":"W337953362","doi":"10.1007/978-94-6209-740-7_3","title":"Moments Such as These","year":2014,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Aesthetics; Psychology; Sociology; Visual arts; Gender studies; Art","score_opus":0.14334279635047098,"score_gpt":0.45054240749715874,"score_spread":0.30719961114668776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W337953362","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":[0.000049733433,0.0001161208,0.0002484676,0.0042743064,0.0007763014,0.0005355682,0.000022088921,0.00017009713,0.9938073],"genre_scores_gemma":[0.0011797586,0.00009466726,0.00094810606,0.001313301,0.0010162424,0.000015384396,0.000021104772,0.00010140716,0.99531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99444115,0.0015317211,0.00043734716,0.0006497981,0.0020898583,0.0008501162],"domain_scores_gemma":[0.9958558,0.0018960765,0.0002891177,0.00060919777,0.00073253544,0.0006172693],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010047265,0.0003992588,0.0005621098,0.00032674742,0.00062544446,0.0008409248,0.0007311803,0.0010544556,0.0022546633],"category_scores_gemma":[0.0027441191,0.00037462922,0.00033904705,0.00004187834,0.0025749044,0.00017232103,0.00017928708,0.0015414604,0.00074249104],"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":[0.000019744666,0.000004846076,0.000002115899,0.00003692252,0.00010770218,0.000029708126,0.020143196,1.1662156e-7,0.000008691435,0.88910836,0.044655155,0.04588344],"study_design_scores_gemma":[0.000120313205,0.0000724492,8.671348e-7,0.000079382844,0.000018023735,9.514957e-7,0.0014712975,9.49094e-7,0.0000056131594,0.36536834,0.632585,0.00027682752],"about_ca_topic_score_codex":0.002091015,"about_ca_topic_score_gemma":0.0008846148,"teacher_disagreement_score":0.58792984,"about_ca_system_score_codex":0.00033064117,"about_ca_system_score_gemma":0.001235495,"threshold_uncertainty_score":0.99987054},"labels":[],"label_agreement":null},{"id":"W346601756","doi":"","title":"Uninformed, Misinformed, Mistreated: Unraveling the Social, Historical and Political Roots of Canadian Black Women's Disengagement From HIV Prevention","year":2013,"lang":"en","type":"article","venue":"Society for Social Work and Research 17th Annual Conference: Social Work for a Just Society: Making Visible the Stakes and Stakeholders","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Disengagement theory; Politics; Human immunodeficiency virus (HIV); Political science; Criminology; Sociology; Medicine; Gerontology; Virology; Law","score_opus":0.33546534757539376,"score_gpt":0.46108835864698616,"score_spread":0.1256230110715924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W346601756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62648195,0.0017299139,0.0035568918,0.35406542,0.00035004076,0.006998216,0.0015913356,0.00011881917,0.0051074037],"genre_scores_gemma":[0.98968565,0.0009801338,0.001538734,0.00052035623,0.0009544782,0.0005108637,0.00009296719,0.00005615127,0.005660657],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.993579,0.0012748321,0.00067223824,0.0006038676,0.0014561625,0.0024139278],"domain_scores_gemma":[0.99320143,0.0039592055,0.00029620837,0.00017857613,0.0017555613,0.000609021],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.011094671,0.0003993694,0.00067789597,0.00012835312,0.019566955,0.0010749669,0.00057124975,0.0007254512,0.0000865771],"category_scores_gemma":[0.0011652324,0.000297976,0.00074563356,0.0020678253,0.0074018454,0.0003945303,0.00022228075,0.0014451719,0.0000016170162],"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":[0.00018985006,0.00006882669,0.0005557598,0.0003670887,0.0006076523,3.816125e-7,0.6834395,0.0000013935091,0.000010020152,0.20403758,0.08433473,0.026387196],"study_design_scores_gemma":[0.0010350937,0.00017064407,0.0037230249,0.0001010269,0.0001105043,9.807119e-8,0.83567816,0.00012223504,0.0000022916313,0.052224915,0.106481515,0.00035050925],"about_ca_topic_score_codex":0.018898215,"about_ca_topic_score_gemma":0.003636288,"teacher_disagreement_score":0.3632037,"about_ca_system_score_codex":0.0011878194,"about_ca_system_score_gemma":0.0016293685,"threshold_uncertainty_score":0.99996203},"labels":[],"label_agreement":null},{"id":"W38833856","doi":"10.46743/2160-3715/2013.1437","title":"Me and Goldilocks...Searching for What Is “Just Right” in Trauma Research: An Autoethnography","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Autoethnography; Goldilocks principle; Reflexivity; Feeling; Trespass; Metaphor; Sociology; Qualitative research; Tragedy (event); Politics; Psychoanalysis; Psychology; Gender studies; Social psychology; Social science; Political science; Law","score_opus":0.8189779198920057,"score_gpt":0.7208446428914406,"score_spread":0.09813327700056518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W38833856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84009993,0.003775761,0.008000644,0.11584946,0.00039548866,0.0028805626,0.00004692834,0.000121935256,0.028829321],"genre_scores_gemma":[0.9499384,0.001688419,0.040009614,0.00070107443,0.0006249483,0.00062450464,0.000029534554,0.000077751065,0.0063057486],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9661517,0.029350443,0.0006429732,0.00062073604,0.0022011313,0.0010329729],"domain_scores_gemma":[0.98169744,0.015519091,0.00019605506,0.000490884,0.0015107824,0.00058572314],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.20845875,0.00018032882,0.00037709044,0.0004336857,0.0013476546,0.0005473275,0.00051889266,0.00018809145,0.000036329435],"category_scores_gemma":[0.014891224,0.00012705123,0.00011452328,0.0012936465,0.0053670164,0.0013685109,0.00013295867,0.0010178346,0.000009191845],"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":[0.00011955444,0.00007953895,0.00013388501,0.000037795766,0.000034740748,0.000038666945,0.81224626,0.0000013477489,0.000058339432,0.17437322,0.0011170111,0.011759612],"study_design_scores_gemma":[0.0002637058,0.00026873467,0.00020473996,0.0000676476,0.0000047415992,0.000004629872,0.5682115,0.00008890924,0.000111786874,0.40396237,0.026685867,0.00012537398],"about_ca_topic_score_codex":0.0085371155,"about_ca_topic_score_gemma":0.0034047207,"teacher_disagreement_score":0.2440348,"about_ca_system_score_codex":0.00022196899,"about_ca_system_score_gemma":0.0009034958,"threshold_uncertainty_score":0.99995244},"labels":[],"label_agreement":null},{"id":"W39368816","doi":"","title":"Situating methodology within qualitative research.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Mount Royal University","funders":"","keywords":"Qualitative research; Management science; Set (abstract data type); Research design; Ontology; Research methodology; Process (computing); Epistemology; Computer science; Sociology; Social science; Engineering; Population","score_opus":0.9113798530085611,"score_gpt":0.7137797963985045,"score_spread":0.19760005661005653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W39368816","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":[0.23986563,0.0028719169,0.053965315,0.06322785,0.0023746253,0.0035477944,0.0000225714,0.0003486637,0.63377565],"genre_scores_gemma":[0.8717462,0.00009409276,0.11841687,0.00029926025,0.0010500248,0.0014938189,0.000002097474,0.000020480076,0.006877172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.90515935,0.09091008,0.00032761338,0.00025920096,0.0014853362,0.0018584126],"domain_scores_gemma":[0.96112734,0.037342474,0.000105775485,0.00019397518,0.000589546,0.0006409146],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.31301075,0.000088829045,0.00021399932,0.00021383345,0.0011519373,0.00008272897,0.00033679084,0.00018137213,0.00009897299],"category_scores_gemma":[0.12457837,0.000078319186,0.000065724336,0.0009043545,0.0024188142,0.0004736492,0.00013280717,0.00091077166,0.0000910949],"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":[0.000012936336,0.000027938388,0.00034069215,0.000009798406,0.000016600125,5.9158543e-7,0.44315356,2.7208495e-7,0.000029254219,0.50013053,0.00066493714,0.055612914],"study_design_scores_gemma":[0.00015529733,0.00002174871,0.008556893,0.0000071569284,0.000005722758,4.883429e-7,0.58735865,0.0000036814818,0.00044950083,0.34247345,0.060803268,0.00016411862],"about_ca_topic_score_codex":0.0032205328,"about_ca_topic_score_gemma":0.0007263758,"teacher_disagreement_score":0.6318806,"about_ca_system_score_codex":0.00023769739,"about_ca_system_score_gemma":0.00020880517,"threshold_uncertainty_score":0.8912221},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4200143911","doi":"10.1093/oxfordhb/9780190904500.013.9","title":"“Tell mom I said hi”: Confronting Positionality in Fieldwork","year":2021,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociology; Geography","score_opus":0.16234968538253886,"score_gpt":0.38958249254620564,"score_spread":0.22723280716366678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200143911","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":[0.00012259714,0.00029164675,0.0010696485,0.0006273099,0.00015501278,0.0002806232,0.00008624099,0.00004309779,0.9973238],"genre_scores_gemma":[0.0005867593,0.0013662376,0.003009563,0.00012614307,0.00018367985,7.642712e-7,0.000034970413,0.000018111888,0.9946738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972017,0.0010926529,0.0002091682,0.0004288424,0.0006577454,0.0004098829],"domain_scores_gemma":[0.9978255,0.0012588213,0.00015902943,0.00025875645,0.00030932206,0.00018857926],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002238737,0.0001998451,0.00037034004,0.00012522761,0.0005454133,0.000093896415,0.00044585468,0.00063792017,0.00038934083],"category_scores_gemma":[0.0002391307,0.00025000228,0.00020095341,0.000022130967,0.0008348681,0.000117816846,0.00029698215,0.0011270002,0.0000014435236],"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":[0.000038858383,0.0000110748215,0.000029847984,0.000059824237,0.000051486793,0.0001790497,0.004694236,0.0000018630568,0.0000043899254,0.98684907,0.00075469137,0.0073256195],"study_design_scores_gemma":[0.000217375,0.00001924644,0.000032447908,0.00027747048,0.000026256199,4.960919e-7,0.0022050536,0.000005689132,0.000012427755,0.026526015,0.97041637,0.00026115857],"about_ca_topic_score_codex":0.0028382174,"about_ca_topic_score_gemma":0.002651871,"teacher_disagreement_score":0.96966165,"about_ca_system_score_codex":0.00041311525,"about_ca_system_score_gemma":0.00067656493,"threshold_uncertainty_score":0.99999523},"labels":[],"label_agreement":null},{"id":"W4200198533","doi":"10.1017/cls.2021.41","title":"Ethics and Confidentiality: Reflections and Lessons Learned Post-<i>Parent and Bruckert v R and Magnotta</i>","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Law and Society / Revue Canadienne Droit et Société","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Confidentiality; Sociology; Work (physics); Qualitative research; Psychology; Public relations; Political science; Law; Social science; Engineering","score_opus":0.18920837332144652,"score_gpt":0.47901486578106967,"score_spread":0.28980649245962314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200198533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80022734,0.012189216,0.00038193722,0.17887184,0.00040922058,0.00020556705,0.00021811036,0.000010366457,0.0074863997],"genre_scores_gemma":[0.960267,0.026936661,0.002869952,0.007945197,0.00024923473,0.000004517354,0.000008230866,0.000025237801,0.0016939497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9969914,0.001569128,0.00034007392,0.00032282923,0.00019092641,0.00058566075],"domain_scores_gemma":[0.9948945,0.001962931,0.0001653469,0.00011374202,0.0008592382,0.0020042134],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007632204,0.00015987665,0.00041063622,0.00006262503,0.0024081096,0.00051992974,0.00009935287,0.00036501136,0.000038456925],"category_scores_gemma":[0.0024662772,0.00017677639,0.00010194387,0.00018465376,0.0029127598,0.00033127805,0.000042741503,0.0014774913,1.6332494e-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":[0.0000062999347,0.000007557863,0.0004709022,0.00017063522,0.00013138907,0.00008344881,0.3214392,3.8090027e-7,0.00030960483,0.6701758,0.00030438215,0.006900395],"study_design_scores_gemma":[0.001022547,0.00022341684,0.0039758896,0.000321138,0.00017944847,0.00050367706,0.6049818,0.000026904921,0.000036324935,0.14677326,0.24151604,0.0004395941],"about_ca_topic_score_codex":0.25653368,"about_ca_topic_score_gemma":0.92551434,"teacher_disagreement_score":0.66898066,"about_ca_system_score_codex":0.00025177246,"about_ca_system_score_gemma":0.0028860038,"threshold_uncertainty_score":0.99980074},"labels":[],"label_agreement":null},{"id":"W4200322161","doi":"10.1108/s1479-8387202113","title":"Research in Times of Crisis","year":2021,"lang":"en","type":"book","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Cascades (Canada); University of Alberta","funders":"","keywords":"Political science; History","score_opus":0.6025087562940105,"score_gpt":0.673862568469759,"score_spread":0.07135381217574854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200322161","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":[0.000004410723,0.0014479279,0.00006263214,0.0111652035,0.00006165906,0.0001723347,0.000010219595,0.00000860059,0.987067],"genre_scores_gemma":[0.00018964634,0.0035894867,0.0050994144,0.000057225552,0.00018083627,0.000010542566,0.000008238647,0.000012940385,0.99085164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98839206,0.008587417,0.00029308698,0.000276658,0.0019948194,0.00045597873],"domain_scores_gemma":[0.9908435,0.0076829675,0.00005236366,0.0002295419,0.0010735318,0.0001181493],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03926474,0.00007921084,0.00033738505,0.0004500674,0.00016911194,0.00005006083,0.0003890419,0.000490587,0.009254338],"category_scores_gemma":[0.0029225005,0.000072298186,0.00010073918,0.0006033063,0.0016547905,0.00006112529,0.00017200228,0.0013904305,0.0000774393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032459086,0.000018696759,0.0000066597404,0.00010541652,0.000011769078,0.000012992693,0.012911515,1.2684097e-7,0.0000019363622,0.77381533,0.20969142,0.003420901],"study_design_scores_gemma":[0.000032115746,0.000019168956,0.000004571386,0.00014716748,0.0000011992954,2.7581068e-8,0.031200964,7.287093e-7,0.000020650417,0.45715362,0.51136553,0.000054240023],"about_ca_topic_score_codex":0.009163446,"about_ca_topic_score_gemma":0.008788302,"teacher_disagreement_score":0.3166617,"about_ca_system_score_codex":0.00032489144,"about_ca_system_score_gemma":0.0062057865,"threshold_uncertainty_score":0.9994281},"labels":[],"label_agreement":null},{"id":"W4200328796","doi":"10.1093/oxfordhb/9780190904500.013.2","title":"Uneasy Relations: Crime Ethnographies and Research Ethics","year":2021,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Alberta","funders":"","keywords":"Ethnography; Harm; Research ethics; Anonymity; Sociology; Criminology; Positivism; Face (sociological concept); Qualitative research; Order (exchange); Political science; Engineering ethics; Social science; Law; Anthropology; Business","score_opus":0.4445932751974271,"score_gpt":0.4920449211193206,"score_spread":0.04745164592189349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200328796","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":[0.000029468956,0.001326754,0.00041518538,0.0021581233,0.000111711226,0.0003925668,0.00006819243,0.000075801654,0.9954222],"genre_scores_gemma":[0.00012863515,0.018000534,0.003356813,0.00006114791,0.00014400699,0.0000014710429,0.000016226586,0.000030022966,0.9782611],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929291,0.0041489955,0.00019433783,0.0005472703,0.0016361354,0.00054417434],"domain_scores_gemma":[0.99068046,0.006844479,0.000121226345,0.0003893284,0.0016211577,0.00034337357],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.01082306,0.00021573712,0.00034145097,0.0005295488,0.0031247183,0.00021972579,0.00050623633,0.0014330938,0.00012696016],"category_scores_gemma":[0.00214777,0.00025281624,0.00016837887,0.000080233454,0.00666097,0.00017500138,0.00062530115,0.004702149,0.0000019418778],"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":[0.000030012707,0.0000068085355,0.000005965159,0.000097958306,0.00009448958,0.00007202295,0.028204015,2.5241204e-7,0.0000038214016,0.9646619,0.0018867457,0.0049360227],"study_design_scores_gemma":[0.00014778668,0.000042388918,0.000011441406,0.0002861093,0.000042324467,6.5157917e-7,0.013223564,0.000002530745,0.000006602181,0.094703786,0.8912959,0.00023690372],"about_ca_topic_score_codex":0.002366274,"about_ca_topic_score_gemma":0.0016006659,"teacher_disagreement_score":0.8894092,"about_ca_system_score_codex":0.000214244,"about_ca_system_score_gemma":0.0013643015,"threshold_uncertainty_score":0.99999243},"labels":[],"label_agreement":null},{"id":"W4200341565","doi":"10.18778/1733-8077.8.1.01","title":"Introduction to the Special Issue. Qualitative Analysis Conference 2011: Contemporary Issues in Qualitative Research","year":2021,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; Lakehead University","funders":"","keywords":"Qualitative research; Sociology; Social science; Engineering ethics; Epistemology; Engineering; Philosophy","score_opus":0.6438286105597967,"score_gpt":0.7143357732598087,"score_spread":0.070507162700012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200341565","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":[0.0028307852,0.103102006,0.0035746018,0.85954046,0.00065294054,0.0021004619,0.00020179602,0.00005707813,0.027939897],"genre_scores_gemma":[0.10444907,0.5592834,0.05461381,0.0384651,0.04656886,0.0056958594,0.0016425475,0.00027170376,0.18900964],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.70539206,0.28912994,0.0013708029,0.0012168435,0.0017456404,0.0011447174],"domain_scores_gemma":[0.9390987,0.052191682,0.0005454577,0.0009890402,0.006693241,0.00048184473],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.2112424,0.00041103875,0.0018821551,0.0006124452,0.0015669924,0.00013962302,0.0009872494,0.000434979,0.010290421],"category_scores_gemma":[0.083357796,0.00032251366,0.0005412704,0.005325486,0.00912866,0.0004987621,0.0003394163,0.0024627137,0.0023709196],"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":[0.00003868333,0.00008098067,0.000015527039,0.00021343221,0.00034813845,0.000009894526,0.52799606,9.753877e-7,0.00001659506,0.2616062,0.20805885,0.0016147026],"study_design_scores_gemma":[0.0001312955,0.0001205504,0.00006530073,0.00022785943,0.000054868982,3.0033283e-7,0.49156204,0.0000015337196,0.000012640645,0.102019444,0.4055965,0.00020769598],"about_ca_topic_score_codex":0.005578471,"about_ca_topic_score_gemma":0.00809552,"teacher_disagreement_score":0.8210753,"about_ca_system_score_codex":0.00064120785,"about_ca_system_score_gemma":0.0024313817,"threshold_uncertainty_score":0.9999227},"labels":[],"label_agreement":null},{"id":"W4200387881","doi":"10.1093/oxfordhb/9780190904500.013.3","title":"Pragmatics of Crime Ethnographies","year":2021,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ethnography; Pragmatics; Sociology; Criminology; Linguistics; Anthropology; Philosophy","score_opus":0.1876588972055353,"score_gpt":0.4022276817654251,"score_spread":0.2145687845598898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200387881","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":[0.000030802767,0.00029450393,0.0010054423,0.00014958295,0.00011399326,0.00024618523,0.000096670905,0.000044723067,0.9980181],"genre_scores_gemma":[0.0000943666,0.0042995857,0.0067088837,0.00002448864,0.000076052325,3.6120238e-7,0.000011279763,0.00002097936,0.988764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768656,0.0007633206,0.00020456445,0.00026398862,0.00078695395,0.00029458862],"domain_scores_gemma":[0.99747604,0.0010867472,0.00027001117,0.00032428783,0.0006692963,0.00017359918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017175678,0.00018383593,0.0004182082,0.00022864458,0.00044563547,0.000040901854,0.0005043476,0.0005523439,0.0001273229],"category_scores_gemma":[0.0003146035,0.00021123074,0.00028239883,0.00002985039,0.002589054,0.000083180086,0.0002852395,0.0006947291,4.0610539e-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":[0.0000211258,0.000009465945,0.00000230407,0.00018864435,0.00014386856,0.000036079156,0.011154826,3.6670482e-7,0.000009932471,0.98153603,0.0009475884,0.005949771],"study_design_scores_gemma":[0.00013368118,0.00003936547,0.0000035288217,0.0002535855,0.000085240594,2.4938285e-7,0.0061561773,0.000001722113,0.00006810121,0.024070458,0.9689844,0.00020343598],"about_ca_topic_score_codex":0.0006927043,"about_ca_topic_score_gemma":0.00038757146,"teacher_disagreement_score":0.9680369,"about_ca_system_score_codex":0.00008583325,"about_ca_system_score_gemma":0.0005637569,"threshold_uncertainty_score":0.95394766},"labels":[],"label_agreement":null},{"id":"W4200440840","doi":"10.1080/13691058.2021.2016975","title":"Is sex lost in translation? Linguistic and conceptual issues in the translation of sexual and reproductive health surveys","year":2021,"lang":"en","type":"article","venue":"Culture Health & Sexuality","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Simon Fraser University","funders":"Department of Health and Aged Care, Australian Government; Australian Government","keywords":"Terminology; Reproductive health; Meaning (existential); Relevance (law); Rigour; Sociocultural evolution; Population; Psychology; Linguistics; Sociology; Epistemology; Political science; Demography; Anthropology","score_opus":0.37534970628054715,"score_gpt":0.5789559545564443,"score_spread":0.20360624827589718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200440840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45265353,0.091091946,0.003903601,0.44673562,0.0002670259,0.0024065047,0.000421891,0.00003683206,0.0024830727],"genre_scores_gemma":[0.98632026,0.005456906,0.0054559787,0.0020401995,0.00027740627,0.00001486671,0.000056639292,0.000009487462,0.00036828427],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97302634,0.02494142,0.0005863299,0.00049432344,0.0005714646,0.0003801009],"domain_scores_gemma":[0.997388,0.0018579141,0.00016405822,0.00019322938,0.00025976144,0.0001370289],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03969826,0.00011212319,0.00039241902,0.00004571909,0.00034928104,0.000042645723,0.000093058414,0.000128896,0.000018938625],"category_scores_gemma":[0.0027882606,0.00008813227,0.000016205771,0.0006312834,0.0010936122,0.0001247864,0.000013690865,0.0005374161,5.1179427e-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":[0.000015094299,0.00010567523,0.011555454,0.00041908727,0.000006831641,0.0000017297734,0.9266005,0.0000010635936,0.00003482769,0.010737064,0.00014582608,0.050376836],"study_design_scores_gemma":[0.00087295356,0.00043243554,0.13412194,0.00010937513,0.0000060632424,0.0000022413399,0.7949311,0.0000614307,0.000045005472,0.030696835,0.03850816,0.00021247355],"about_ca_topic_score_codex":0.023830127,"about_ca_topic_score_gemma":0.057609525,"teacher_disagreement_score":0.53366673,"about_ca_system_score_codex":0.00008588129,"about_ca_system_score_gemma":0.0009988777,"threshold_uncertainty_score":0.9888327},"labels":[],"label_agreement":null},{"id":"W4205253982","doi":"10.4324/9781003199236-6","title":"Decolonizing from the Roots","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","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":"Geology","score_opus":0.3460563325171456,"score_gpt":0.5179994093947431,"score_spread":0.17194307687759747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205253982","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":[0.000007505239,0.0010323888,0.0003137748,0.030681426,0.00031447,0.00021200905,0.00005254819,0.000043680673,0.9673422],"genre_scores_gemma":[0.00013863423,0.0022374864,0.0030866682,0.0013270738,0.000628336,0.000015563846,0.000017756965,0.000023444614,0.99252504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970683,0.0012810251,0.00015587632,0.00023228965,0.0010043081,0.00025824356],"domain_scores_gemma":[0.99078315,0.008708201,0.00008290203,0.0002249113,0.00010406424,0.00009677976],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00738629,0.00010955728,0.00016887418,0.000029342536,0.0015683135,0.00011058617,0.00055777765,0.0002022994,0.057978086],"category_scores_gemma":[0.0015356042,0.00007463964,0.00013166817,0.0000383266,0.00080939214,0.000063923195,0.00023140924,0.0010650929,0.0002396791],"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":[0.0000026383073,0.0000020761358,0.000009924302,0.0000016267367,0.000033164953,0.000005388201,0.009483402,1.9073713e-7,9.467572e-7,0.95800006,0.01579274,0.016667847],"study_design_scores_gemma":[0.000018725443,0.000009101969,0.000020334948,0.000008614791,0.000006123253,2.6873655e-8,0.002535955,8.3039805e-7,3.2155606e-7,0.39347988,0.6038528,0.00006729173],"about_ca_topic_score_codex":0.013058453,"about_ca_topic_score_gemma":0.021675583,"teacher_disagreement_score":0.58806,"about_ca_system_score_codex":0.00019164984,"about_ca_system_score_gemma":0.0006109222,"threshold_uncertainty_score":0.9997315},"labels":[],"label_agreement":null},{"id":"W4205292965","doi":"10.18778/1733-8077.9.3.03","title":"Telling the Collective Story: Symbolic Interactionism in Narrative Research","year":2013,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Thomas University","funders":"","keywords":"Symbolic interactionism; Interactionism; Sociology; Narrative; Credibility; Craft; Epistemology; Hierarchy; Social science; Law; Literature; Visual arts; Political science","score_opus":0.5944986569514916,"score_gpt":0.688401297511259,"score_spread":0.09390264055976738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205292965","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":[0.069561966,0.18280515,0.0015190471,0.6499341,0.00064591574,0.007589175,0.000016263994,0.000099471414,0.08782887],"genre_scores_gemma":[0.6395845,0.29301825,0.0060288,0.0141167715,0.0009352622,0.0079072565,0.000027050539,0.00009401062,0.038288157],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8559816,0.14161377,0.00047515222,0.00041815298,0.0007083947,0.0008029535],"domain_scores_gemma":[0.93940204,0.057881244,0.00023381264,0.00029335116,0.0020144137,0.00017514298],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.09205682,0.00018071818,0.0006076501,0.00019372453,0.0027961498,0.0000741354,0.00056997576,0.00025091463,0.0013867259],"category_scores_gemma":[0.040802605,0.00012395444,0.00016343483,0.0013624147,0.009898773,0.00038404978,0.00010745356,0.0029945765,0.000729883],"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":[0.000006020651,0.00003654552,0.000044807766,0.00014526186,0.00004603789,0.0000012142419,0.7760517,2.865138e-7,0.000029296389,0.20389321,0.01536421,0.004381379],"study_design_scores_gemma":[0.000096710115,0.00009434866,0.00026120586,0.00059839274,0.0000052872474,3.5954952e-7,0.6114005,0.0000046077816,0.000003701553,0.30770078,0.07972289,0.00011124338],"about_ca_topic_score_codex":0.0035574767,"about_ca_topic_score_gemma":0.0008863525,"teacher_disagreement_score":0.63581735,"about_ca_system_score_codex":0.0009417408,"about_ca_system_score_gemma":0.0013864163,"threshold_uncertainty_score":0.99952614},"labels":[],"label_agreement":null},{"id":"W4205863601","doi":"10.7202/1071291ar","title":"Conversational Method in Indigenous Research1","year":2020,"lang":"en","type":"article","venue":"First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":144,"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 Saskatchewan","funders":"","keywords":"Indigenous; Relation (database); Action (physics); Sociology; Qualitative research; Traditional knowledge; Action research; Epistemology; Computer science; Engineering ethics; Management science; Psychology; Social science; Pedagogy; Engineering; Ecology; Philosophy","score_opus":0.07780774211633243,"score_gpt":0.4544532380736307,"score_spread":0.37664549595729824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205863601","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":[0.34265423,0.39495873,0.0018467954,0.25022095,0.00034351452,0.0016855778,0.0001115997,0.00008419483,0.008094397],"genre_scores_gemma":[0.5737169,0.42162022,0.0031612588,0.00026363775,0.0010378198,0.00004206274,0.0000069599237,0.00004076074,0.00011039557],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9930592,0.0036884877,0.00093533134,0.00063700404,0.00092005095,0.00075988023],"domain_scores_gemma":[0.99193406,0.0058084596,0.00056187884,0.00035230236,0.00073144573,0.0006118522],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009931987,0.0003720872,0.0009056579,0.00032001952,0.0039215363,0.000307586,0.0013453517,0.00015195744,0.00020367675],"category_scores_gemma":[0.0037096804,0.00026991483,0.0003760766,0.0009809489,0.0015882626,0.00087278517,0.0008975041,0.0015133121,0.000016947444],"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":[0.0002509516,0.0003451834,0.009094914,0.003218296,0.0001763993,0.000024916992,0.9723767,0.00006002446,0.000018823803,0.008649792,0.0011243334,0.004659648],"study_design_scores_gemma":[0.0008976936,0.0011956028,0.09721777,0.01084113,0.000120734265,0.000077157056,0.8549984,0.00035678025,0.00001681354,0.005679595,0.027967608,0.00063070527],"about_ca_topic_score_codex":0.00084189884,"about_ca_topic_score_gemma":0.025652112,"teacher_disagreement_score":0.24995732,"about_ca_system_score_codex":0.0002548106,"about_ca_system_score_gemma":0.0007098895,"threshold_uncertainty_score":0.9999753},"labels":[],"label_agreement":null},{"id":"W4206026463","doi":"10.18778/1733-8077.8.1.04","title":"A Reflexive Lens: Exploring Dilemmas of Qualitative Methodology Through the Concept of Reflexivity","year":2012,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":146,"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":"Reflexivity; Sociology; Qualitative research; Epistemology; Transformative learning; Subjectivity; Social science; Pedagogy","score_opus":0.9275592183170697,"score_gpt":0.7255072094391162,"score_spread":0.2020520088779535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206026463","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":[0.034265667,0.7183856,0.1006341,0.09549222,0.0014385611,0.0040568206,0.00043148626,0.0001396012,0.04515598],"genre_scores_gemma":[0.40600017,0.31415877,0.26875672,0.0074818074,0.00093186734,0.0013686182,0.00006340441,0.00009937939,0.0011392582],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.78210074,0.2142211,0.001451467,0.00042118525,0.00081003597,0.0009954616],"domain_scores_gemma":[0.9085922,0.08809783,0.0013747051,0.00050011615,0.0012876956,0.00014740776],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12173355,0.00030827234,0.0017258213,0.000073784606,0.0006182957,0.0000057968773,0.0006932372,0.00033506897,0.00045574422],"category_scores_gemma":[0.059035543,0.00020982069,0.0005416083,0.00073594257,0.021177469,0.00078895467,0.00019789752,0.0010375429,0.00003727401],"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":[0.000024395064,0.00005124404,0.000014630839,0.0005017436,0.00015935535,2.2570728e-7,0.5019781,1.3638838e-7,0.000100083715,0.49399266,0.00065211544,0.0025253182],"study_design_scores_gemma":[0.00017756979,0.00025524877,0.000054704404,0.0007507513,0.000102584454,6.0216666e-7,0.6303065,8.976197e-8,0.00041227572,0.2736992,0.09405356,0.00018695333],"about_ca_topic_score_codex":0.001989362,"about_ca_topic_score_gemma":0.00007599706,"teacher_disagreement_score":0.40422678,"about_ca_system_score_codex":0.00017020972,"about_ca_system_score_gemma":0.00049313996,"threshold_uncertainty_score":0.9814863},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4206190212","doi":"10.18778/1733-8077.6.2.09","title":"At Home in Blackness: How I Became Black","year":2010,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Autoethnography; Sociology; Identity (music); Key (lock); Black male; Gender studies; Black women; Race (biology); Black sea; Aesthetics; Art; Computer science","score_opus":0.2712837171197807,"score_gpt":0.5957797332577005,"score_spread":0.3244960161379198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206190212","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":[0.30859345,0.09379517,0.0011862587,0.5380645,0.001113701,0.002798373,0.00011089441,0.00018916729,0.05414854],"genre_scores_gemma":[0.48107582,0.43711957,0.024058662,0.020287419,0.0012782093,0.00086298765,0.00013298469,0.0001298045,0.035054535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96823734,0.029387454,0.00049309776,0.00051215634,0.00054001703,0.0008299298],"domain_scores_gemma":[0.9866622,0.01199653,0.0002709437,0.00033237817,0.00047668192,0.0002612667],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.043330424,0.00022609612,0.0008353301,0.00011053416,0.0004860739,0.000029124867,0.00052003656,0.00046403852,0.0017516097],"category_scores_gemma":[0.023042457,0.00019264426,0.00023876471,0.0005446304,0.0113139255,0.00031851552,0.00013977438,0.0015498842,0.00075389433],"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":[0.000009314768,0.000046998746,0.0005551374,0.00071976986,0.000031938158,0.000007170683,0.41273147,3.7322028e-8,0.0002909833,0.57419956,0.007790356,0.0036172695],"study_design_scores_gemma":[0.00038031832,0.000110256085,0.0011841,0.0006632611,0.000023861407,0.0000010419267,0.13170233,0.0000022153256,0.00001035651,0.38478276,0.48072296,0.0004165415],"about_ca_topic_score_codex":0.00032503827,"about_ca_topic_score_gemma":0.0028690954,"teacher_disagreement_score":0.517777,"about_ca_system_score_codex":0.00022064999,"about_ca_system_score_gemma":0.00046429236,"threshold_uncertainty_score":0.99916095},"labels":[],"label_agreement":null},{"id":"W4206824173","doi":"10.1111/j.1749-8198.2009.00279.x","title":"Autoethnography","year":2009,"lang":"en","type":"article","venue":"Geography Compass","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":239,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Brock University","keywords":"Autoethnography; Reflexivity; Sensibility; Sociology; Narrative; Context (archaeology); Ethnography; Epistemology; Representation (politics); Relevance (law); Relation (database); Aesthetics; Gender studies; Politics; Social science; Anthropology; Geography; Philosophy; Art; Linguistics; Computer science; Political science; Literature; Archaeology","score_opus":0.12444953612575528,"score_gpt":0.4887563784928083,"score_spread":0.364306842367053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206824173","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":[0.087541655,0.0025130576,0.034006257,0.10100895,0.0007571771,0.000706274,0.000020629454,0.0009058484,0.77254015],"genre_scores_gemma":[0.9783991,0.00036170194,0.019380534,0.0013561267,0.000244504,0.000010227605,0.0000037537884,0.00000612927,0.0002379063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99694717,0.0014363619,0.00016402805,0.00021322943,0.00068235607,0.00055686577],"domain_scores_gemma":[0.9987884,0.0005036046,0.000049899812,0.00020397351,0.0001920807,0.00026202184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004462574,0.000098398516,0.00016226791,0.0003257802,0.00084745203,0.00012368383,0.00035803032,0.00010572124,0.00019505357],"category_scores_gemma":[0.00028774637,0.00009277655,0.00023493577,0.001306691,0.0009757764,0.00016790764,0.000017897924,0.00033252704,0.000042944648],"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":[0.000016284579,0.00013135187,0.0124416845,0.0000062566264,0.000034641875,0.0000065712843,0.013077335,0.0000036469476,0.00009589336,0.84752786,0.008520962,0.11813751],"study_design_scores_gemma":[0.0001913916,0.00011863447,0.13821974,0.000016612797,0.000007223655,2.1660342e-7,0.0041000904,0.000022177857,0.000032201602,0.3553748,0.50171995,0.00019695637],"about_ca_topic_score_codex":0.00074482546,"about_ca_topic_score_gemma":0.00013466804,"teacher_disagreement_score":0.89085746,"about_ca_system_score_codex":0.000016201284,"about_ca_system_score_gemma":0.000085205145,"threshold_uncertainty_score":0.65180016},"labels":[],"label_agreement":null},{"id":"W4210826732","doi":"10.3828/jlcds.2022.8","title":"Comment from the Field","year":2022,"lang":"en","type":"article","venue":"Journal of Literary & Cultural Disability Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Field (mathematics); History; Art; Genealogy; Mathematics; Pure mathematics","score_opus":0.32399690411240023,"score_gpt":0.5785183127090043,"score_spread":0.2545214085966041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210826732","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":[0.3851021,0.009673297,0.000016028836,0.6038421,0.0005286808,0.00012244003,0.00003377488,0.000006718075,0.00067487534],"genre_scores_gemma":[0.9798296,0.002069784,0.0018783095,0.014896746,0.0009164483,0.000019423871,0.000002842604,0.000004429933,0.00038243193],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926487,0.0057488275,0.00039946698,0.000104830826,0.00090042053,0.00019771374],"domain_scores_gemma":[0.98640597,0.012787914,0.00020826269,0.00013413477,0.00038272078,0.00008101557],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007896394,0.00007976328,0.00024143793,0.0000099950375,0.0017795342,0.0000898157,0.00045474782,0.000022451866,0.00039933782],"category_scores_gemma":[0.007742664,0.000041605734,0.00021293492,0.00021314067,0.0011894774,0.00033996356,0.0002846759,0.0006868705,0.0000017808187],"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":[0.00014725549,0.00020345328,0.03540266,0.000017514576,0.00032578016,0.000008287821,0.69736797,0.0000038036976,0.00003126606,0.023893751,0.22371335,0.018884925],"study_design_scores_gemma":[0.000120179815,0.00018477815,0.007043008,0.000019563598,0.000016235963,7.9955106e-7,0.35576522,0.000001155272,0.000008339084,0.07882912,0.557959,0.000052572905],"about_ca_topic_score_codex":0.00062480906,"about_ca_topic_score_gemma":0.0001878381,"teacher_disagreement_score":0.5947275,"about_ca_system_score_codex":0.00029263084,"about_ca_system_score_gemma":0.00007075694,"threshold_uncertainty_score":0.99952},"labels":[],"label_agreement":null},{"id":"W4211249820","doi":"10.1177/14661381211069045","title":"Ethnographic experiences of participating in a correctional officer training program: An exploration of values, ethics, and role conflict","year":2022,"lang":"en","type":"article","venue":"Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Institute of Neurosciences, Mental Health and Addiction","keywords":"Ethnography; Officer; Participant observation; Sociology; Public relations; General partnership; Psychology; Political science; Social science; Law; Anthropology","score_opus":0.5563907246095372,"score_gpt":0.5678519728580123,"score_spread":0.011461248248475053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211249820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99629974,0.0007699517,0.00061247003,0.00058587315,0.00019134594,0.00038599127,0.000010470872,0.00004410082,0.0011000299],"genre_scores_gemma":[0.9925445,0.00016897776,0.0061568976,0.00005255313,0.000037047703,0.0010126751,0.00000747719,0.000009081592,0.000010797279],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9905861,0.007289092,0.0004404386,0.00026961594,0.0010755048,0.00033924865],"domain_scores_gemma":[0.9970473,0.0022219066,0.00023807802,0.00011936311,0.0002558511,0.00011752194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020113995,0.0000973166,0.00024611413,0.0005078057,0.0009453072,0.0000343278,0.0002005701,0.00012350529,0.00014650387],"category_scores_gemma":[0.0019383696,0.000102295475,0.000089771,0.0019799739,0.0024169602,0.00056852447,0.000067321635,0.0010151671,9.9430196e-8],"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":[0.000043535994,0.00018687367,0.006389423,0.000031392505,0.000017394024,6.378291e-7,0.95347756,0.0001117477,0.0002772689,0.01103345,0.000008865151,0.028421823],"study_design_scores_gemma":[0.00022704575,0.00055662676,0.0020257053,0.000038134673,0.000006721996,1.7086994e-7,0.9818873,0.0006890969,0.00020207827,0.012406313,0.0018477758,0.0001130735],"about_ca_topic_score_codex":0.0036877114,"about_ca_topic_score_gemma":0.002050829,"teacher_disagreement_score":0.02840967,"about_ca_system_score_codex":0.000017651648,"about_ca_system_score_gemma":0.00032169023,"threshold_uncertainty_score":0.89053905},"labels":[],"label_agreement":null},{"id":"W4212980631","doi":"10.1111/area.12787","title":"Camp methodologies: The “how” of studying camps","year":2022,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":22,"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":"Scholarship; Construct (python library); Variety (cybernetics); Sociology; Field (mathematics); Set (abstract data type); Special section; Section (typography); Epistemology; Engineering ethics; Computer science; Political science; Law; Engineering","score_opus":0.674689565252548,"score_gpt":0.5801314998813347,"score_spread":0.09455806537121325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212980631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5549357,0.0030002906,0.05552548,0.23647478,0.0020949442,0.0018333131,0.0001151746,0.00020758476,0.14581272],"genre_scores_gemma":[0.98142886,0.00018553002,0.014456412,0.00031753792,0.000058299083,0.00007707251,0.0000011376629,0.000006231353,0.0034689475],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9884689,0.010426891,0.00009971066,0.00011419017,0.000662586,0.00022775575],"domain_scores_gemma":[0.98991597,0.009700175,0.00007262158,0.00016668293,0.00010627039,0.00003827701],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.025011327,0.00004226468,0.00011413602,0.000035260524,0.0012513018,0.000027295517,0.00042081188,0.000024081543,0.0004949983],"category_scores_gemma":[0.009859561,0.000028225491,0.000052784835,0.0003890293,0.00069566345,0.00005498885,0.00023140774,0.00033089888,0.0000024163132],"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":[0.000027430378,0.00005318182,0.0038739624,0.000020544932,0.000073464194,0.000006264794,0.5999658,0.00006545566,0.0012915448,0.3395055,0.009708627,0.045408197],"study_design_scores_gemma":[0.00008506502,0.000087750515,0.0011748932,0.0000036906779,0.0000070216747,3.3370378e-7,0.7433745,0.000017775765,0.00018174353,0.098759085,0.15624227,0.000065819055],"about_ca_topic_score_codex":0.0030443526,"about_ca_topic_score_gemma":0.00042368172,"teacher_disagreement_score":0.42649314,"about_ca_system_score_codex":0.00006652739,"about_ca_system_score_gemma":0.0002187479,"threshold_uncertainty_score":0.9984808},"labels":[],"label_agreement":null},{"id":"W4213358486","doi":"10.1093/oxfordhb/9780190947750.013.47","title":"Decolonizing Research Ethics","year":2021,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Nunavut; Memorial University of Newfoundland","funders":"","keywords":"Indigenous; Scholarship; Research ethics; Engineering ethics; Political science; Corporate governance; Identity (music); Ideal (ethics); Environmental ethics; Politics; Sociology; Law; Engineering; Management","score_opus":0.5717589724147758,"score_gpt":0.5198304562163729,"score_spread":0.051928516198402885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213358486","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":[0.00001614348,0.00034669173,0.0006060674,0.0018103564,0.0002171821,0.00040249922,0.000054205484,0.00008465905,0.99646217],"genre_scores_gemma":[0.00007571564,0.0066146054,0.003668624,0.00009253061,0.00030584572,0.0000012309874,0.000014636722,0.000041826934,0.989185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911198,0.0050825793,0.00019959648,0.0006042676,0.002185073,0.0008086966],"domain_scores_gemma":[0.9897156,0.007201932,0.00013488535,0.00048561135,0.0020431133,0.00041885528],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.01557063,0.00022916359,0.0003911077,0.0003215221,0.0030624347,0.00022674374,0.0009578645,0.0016084765,0.00028527254],"category_scores_gemma":[0.0024852303,0.00028013188,0.0002414545,0.000048260932,0.003613931,0.00013001684,0.00083392917,0.005778127,0.000005189142],"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":[0.000032278065,0.000008408862,0.000001517427,0.000101672325,0.00008661713,0.00027450887,0.01969182,4.9149577e-7,0.0000059527447,0.9695699,0.0025132592,0.0077135665],"study_design_scores_gemma":[0.00015410663,0.00004597511,0.0000012989221,0.00029714388,0.00003036782,6.8536036e-7,0.0075630774,0.0000027292583,0.000019216412,0.03870129,0.9529056,0.0002785152],"about_ca_topic_score_codex":0.0018806355,"about_ca_topic_score_gemma":0.0035925265,"teacher_disagreement_score":0.95039237,"about_ca_system_score_codex":0.0007644053,"about_ca_system_score_gemma":0.0034422218,"threshold_uncertainty_score":0.9999651},"labels":[],"label_agreement":null},{"id":"W4213421370","doi":"10.1177/16094069221076929","title":"Advancing the Impact of Critical Qualitative Research on Policy, Practice, and Science","year":2022,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Dalhousie University; University of Toronto","funders":"","keywords":"Mainstream; Qualitative research; Positivism; Engineering ethics; Sociology; Critical realism (philosophy of perception); Perspective (graphical); Management science; Epistemology; Political science; Social science; Computer science; Engineering","score_opus":0.8283939340100646,"score_gpt":0.8438535204471075,"score_spread":0.015459586437042927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213421370","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":[0.17974302,0.0026275513,0.27591562,0.4791257,0.0020966912,0.0008804839,0.0002792427,0.00002304925,0.059308622],"genre_scores_gemma":[0.7563725,0.0002568329,0.24240232,0.00037360124,0.00039639047,0.0000186857,5.39563e-7,0.000013208198,0.00016594269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.7896804,0.20124091,0.0010164753,0.0003271518,0.0070275567,0.0007075054],"domain_scores_gemma":[0.71168005,0.27169985,0.0010087047,0.0002506908,0.014923216,0.00043746977],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.43604282,0.00012627164,0.00034018693,0.0014025255,0.001734903,0.00018431831,0.001429272,0.00004594751,0.00017073557],"category_scores_gemma":[0.37391418,0.000085276646,0.00021505512,0.002076678,0.011631008,0.00089313753,0.0004914586,0.0018661396,0.0000016547815],"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":[0.0003565705,0.00016588377,0.000006985654,0.0000050290187,0.00009763248,0.000009598939,0.4878286,0.0001178875,0.0017722547,0.4970401,0.00023674913,0.012362703],"study_design_scores_gemma":[0.00022300324,0.0011796688,0.00013759756,0.00003520931,0.000006718244,0.000015621068,0.63348615,0.00007408335,0.00039461648,0.35845456,0.0059250677,0.000067712164],"about_ca_topic_score_codex":0.0039806385,"about_ca_topic_score_gemma":0.000018039025,"teacher_disagreement_score":0.57662946,"about_ca_system_score_codex":0.0015578067,"about_ca_system_score_gemma":0.0050368397,"threshold_uncertainty_score":0.9995647},"labels":[],"label_agreement":null},{"id":"W4214749562","doi":"10.1177/14687941211072792","title":"Listen to her: Re-finding culturally responsive poetic inquiry as home knowing for women of African descent","year":2022,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Institute of Infection and Immunity","keywords":"Storytelling; Sociology; The arts; Poetry; African descent; Knowledge production; Poetics; Immigration; Aesthetics; Psychology; Narrative; Anthropology; Visual arts; Computer science; Knowledge management; History","score_opus":0.6545711309947028,"score_gpt":0.6849552118196327,"score_spread":0.030384080824929938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214749562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8968531,0.00066824595,0.0028147537,0.059369013,0.0003828989,0.004074281,0.0002965873,0.00008272303,0.035458434],"genre_scores_gemma":[0.962565,0.000119379525,0.010250216,0.00024290622,0.00024318232,0.002062967,0.000014012177,0.00004975174,0.024452573],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9356453,0.056931123,0.00067163707,0.0007108825,0.004176615,0.0018644799],"domain_scores_gemma":[0.9578453,0.03791783,0.00019061819,0.00039466843,0.0029088638,0.0007427399],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12667198,0.00019282562,0.00052851654,0.00093484053,0.0032212038,0.00016423018,0.0010930835,0.00011368215,0.0007033188],"category_scores_gemma":[0.05258899,0.00018527827,0.00019059818,0.0033582114,0.0023759047,0.00026557042,0.0007799754,0.0012405302,0.000048507718],"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":[0.0010567345,0.000119931356,0.000028488808,0.00014321413,0.00007231815,0.000009730535,0.81169647,0.000017493243,0.0040700994,0.17533398,0.00247252,0.0049790205],"study_design_scores_gemma":[0.00038170072,0.0019459183,0.00013403803,0.00007112198,0.0000033433216,4.0933043e-7,0.8004222,0.000009755645,0.00033203518,0.09577623,0.10071776,0.00020550826],"about_ca_topic_score_codex":0.0031805453,"about_ca_topic_score_gemma":0.00036448587,"teacher_disagreement_score":0.09824524,"about_ca_system_score_codex":0.0026413563,"about_ca_system_score_gemma":0.0021289983,"threshold_uncertainty_score":0.99807644},"labels":[],"label_agreement":null},{"id":"W4220861972","doi":"10.18432/ari29632","title":"Nomadic Ethics","year":2022,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Multitude; Sociology; Qualitative research; Epistemology; Aesthetics; Social science; Philosophy","score_opus":0.6008138626418111,"score_gpt":0.6626969189942743,"score_spread":0.06188305635246316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220861972","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":[0.068845175,0.00058678415,0.009796146,0.6013145,0.0029383427,0.00051225204,0.00011825281,0.000082430466,0.31580612],"genre_scores_gemma":[0.95072085,0.0016596743,0.0054206117,0.00074780104,0.0020230245,0.00015389953,0.00002897378,0.000041901058,0.039203245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97618175,0.015200291,0.00045002517,0.0003371346,0.006831971,0.0009988528],"domain_scores_gemma":[0.99246407,0.005239463,0.000099511904,0.0001817834,0.0014174044,0.00059774617],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.07627166,0.00012533164,0.00017455948,0.00075771357,0.011142102,0.00046364983,0.0017894297,0.00011376823,0.014171232],"category_scores_gemma":[0.0032554334,0.00012349595,0.00022338693,0.0009464053,0.0019106575,0.0006146352,0.00048175568,0.0077118846,0.0002552073],"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":[0.00037768803,0.00058239436,0.0005947841,0.000016621414,0.00016825888,0.0005497349,0.46107128,0.0003903251,0.00058024144,0.4770997,0.05113798,0.007430982],"study_design_scores_gemma":[0.0004431278,0.0003243271,0.0004899697,0.000021260972,0.0000037091843,0.00010937706,0.11939941,0.00028036305,0.00001468631,0.26067308,0.61810315,0.00013749939],"about_ca_topic_score_codex":0.0001217431,"about_ca_topic_score_gemma":0.00042511645,"teacher_disagreement_score":0.8818757,"about_ca_system_score_codex":0.0009641243,"about_ca_system_score_gemma":0.0026931278,"threshold_uncertainty_score":0.99457735},"labels":[],"label_agreement":null},{"id":"W4220902086","doi":"10.18432/ari29660","title":"Staging the Feminine Ethic of Care","year":2022,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Kindness; Compassion; Scholarship; Sociology; Reading (process); Performative utterance; Poetry; Space (punctuation); Quilt; Aesthetics; Art; Literature; Visual arts; Philosophy; Law; Political science","score_opus":0.3187058178518866,"score_gpt":0.6091700269289371,"score_spread":0.29046420907705045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220902086","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":[0.2992004,0.0021389795,0.004265857,0.47193387,0.0020105608,0.0007602035,0.00022192727,0.00004135722,0.21942684],"genre_scores_gemma":[0.992232,0.0007289897,0.0013624709,0.00013284506,0.0005601634,0.000059160542,0.000011509164,0.000015922264,0.0048969258],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.985264,0.008757514,0.00041841454,0.00021168239,0.004743595,0.0006048158],"domain_scores_gemma":[0.9940327,0.003935869,0.0001246232,0.00017266264,0.0015065649,0.00022760955],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03847462,0.000092069335,0.00015965289,0.00040795252,0.005578045,0.0001825073,0.0016616546,0.00005101243,0.0041878396],"category_scores_gemma":[0.0014145125,0.00006960617,0.00019123688,0.0007735671,0.0019876014,0.00029948546,0.00043420904,0.0033400434,0.0000212811],"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":[0.00033429507,0.0001827328,0.0012221226,0.000031017793,0.00012921837,0.000089798225,0.8131766,0.0006045191,0.0006330757,0.16587274,0.008292549,0.009431382],"study_design_scores_gemma":[0.00046110165,0.00046334215,0.0013520106,0.00005067644,0.00000651085,0.000032232067,0.6920344,0.00022993644,0.000088679655,0.09214629,0.21303026,0.000104516505],"about_ca_topic_score_codex":0.00013024274,"about_ca_topic_score_gemma":0.00029182396,"teacher_disagreement_score":0.6930316,"about_ca_system_score_codex":0.00047437317,"about_ca_system_score_gemma":0.0014536608,"threshold_uncertainty_score":0.9989593},"labels":[],"label_agreement":null},{"id":"W4220921993","doi":"10.1177/08912416221077676","title":"From Nativeness to Strangeness and Back: Ascribed Ethnicity, Body Work, and Contextual Insiderness","year":2022,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"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":"Canadian Institute of Ukranian Studies, University of Alberta; Ministerstwo Edukacji i Nauki","keywords":"Strangeness; Sociology; Ethnic group; Opposition (politics); Ethnography; Embodied cognition; Insider; Dialectic; Context (archaeology); Diaspora; Aesthetics; Politics; Epistemology; Gender studies; Anthropology; Political science; Law; History; Philosophy","score_opus":0.23201526068372616,"score_gpt":0.466172205934484,"score_spread":0.23415694525075784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220921993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96213645,0.008978419,0.0029127435,0.02267922,0.000489431,0.00036300454,0.00008574121,0.000015504547,0.0023394614],"genre_scores_gemma":[0.996687,0.00034740416,0.0016718738,0.0008515345,0.00023138459,0.000013038469,0.0000033388158,0.00001785937,0.00017655238],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9897734,0.007835232,0.000575424,0.0002601388,0.0012375634,0.00031827117],"domain_scores_gemma":[0.9952101,0.0032447265,0.000381178,0.00013277913,0.0005467489,0.00048445413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0136222625,0.00017036106,0.0005148128,0.00051739515,0.00076802936,0.00016444041,0.00040447182,0.000115015355,0.0001613638],"category_scores_gemma":[0.0008392335,0.00015690303,0.00016239933,0.0010930921,0.0010901842,0.00054432097,0.00025161312,0.0010346308,0.0000011901594],"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":[0.002509899,0.0004166834,0.048221473,0.000098525095,0.000800996,0.0002802073,0.8795616,0.000016943795,0.0031667484,0.013475546,0.013009505,0.038441874],"study_design_scores_gemma":[0.002935056,0.0012670225,0.0313873,0.0002484579,0.00005446872,0.000008325496,0.55676603,0.000007644871,0.00044546416,0.051762078,0.35449135,0.0006267916],"about_ca_topic_score_codex":0.0023424919,"about_ca_topic_score_gemma":0.0001561868,"teacher_disagreement_score":0.34148186,"about_ca_system_score_codex":0.00004938641,"about_ca_system_score_gemma":0.0006750812,"threshold_uncertainty_score":0.63983196},"labels":[],"label_agreement":null},{"id":"W4221065823","doi":"10.33137/utjph.v3i1.37656","title":"The emotional and psychological labour of insider qualitative research among systemically excluded and oppressed groups: A call for equity in training and practice","year":2022,"lang":"en","type":"article","venue":"University of Toronto Journal of Public Health","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Insider; Reflexivity; Psychology; Equity (law); Qualitative research; Public relations; Social psychology; Sociology; Political science; Social science; Law","score_opus":0.7597793433831947,"score_gpt":0.6608107287913655,"score_spread":0.09896861459182926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221065823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91293603,0.0035642555,0.0049465843,0.07631988,0.000058695634,0.00045775136,0.000041723804,0.0000028405852,0.0016722155],"genre_scores_gemma":[0.98685443,0.0028309422,0.010133565,0.00007084785,0.000028251705,7.36588e-7,4.94485e-7,0.000002670752,0.00007807212],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97483987,0.023326132,0.00035424365,0.00014323276,0.0009883097,0.00034823435],"domain_scores_gemma":[0.9796141,0.018508721,0.00047624894,0.000059360726,0.0010408572,0.0003007059],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11954347,0.00004788827,0.0002679084,0.00008620203,0.0010607035,0.000043493656,0.00024713538,0.000059814625,0.000022173495],"category_scores_gemma":[0.015783902,0.000040555322,0.000034395795,0.00013679238,0.0016984821,0.00055875373,0.00022256978,0.0005052059,1.0090649e-8],"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":[0.00041431253,0.00018976399,0.0006860004,0.00019235129,0.00005314464,0.0000061117225,0.7646572,0.000001676174,0.00008141403,0.21488698,0.0003680205,0.018463043],"study_design_scores_gemma":[0.00095618545,0.001187684,0.022852873,0.00007555174,0.0000033416825,0.000009041879,0.95428926,0.000038590028,1.7102386e-7,0.01026311,0.010282682,0.000041484807],"about_ca_topic_score_codex":0.02288107,"about_ca_topic_score_gemma":0.017420297,"teacher_disagreement_score":0.20462388,"about_ca_system_score_codex":0.0005017529,"about_ca_system_score_gemma":0.0012049259,"threshold_uncertainty_score":0.99250656},"labels":[],"label_agreement":null},{"id":"W4223464576","doi":"10.31235/osf.io/vy8km","title":"Erving Goffman: Personal Takes","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Frame analysis; Sociology; Institution; Face (sociological concept); Frame (networking); Epistemology; Social science; Computer science; Philosophy; Telecommunications","score_opus":0.4536958981987493,"score_gpt":0.6052151223954713,"score_spread":0.15151922419672198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223464576","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":[0.005807279,0.001004474,0.0061268555,0.04225335,0.0011206497,0.00040882165,0.00005754506,0.00018178589,0.94303924],"genre_scores_gemma":[0.18710196,0.004823387,0.25148562,0.003910403,0.0049937665,0.00071960187,0.00015502103,0.00014128858,0.54666895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99227303,0.00520089,0.00019413981,0.00040741207,0.0014613688,0.00046315743],"domain_scores_gemma":[0.99729925,0.0020204594,0.00009257825,0.00020735913,0.00018661175,0.00019374504],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015619136,0.00013461504,0.00023501148,0.000104597886,0.0012518355,0.0002343446,0.00067248713,0.0002460871,0.028539313],"category_scores_gemma":[0.003304281,0.00012878979,0.00019938362,0.00019925655,0.00074899674,0.00007388832,0.0008047181,0.0019368798,0.00005624138],"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":[0.00000920244,0.00004916145,0.0006255044,0.00016186056,0.00006585398,0.000014958696,0.2530586,0.000016765858,0.0000153617,0.7057734,0.014743463,0.025465824],"study_design_scores_gemma":[0.000056839133,0.00002445359,0.0003422529,0.000036217436,0.000008793712,1.4873297e-7,0.2516672,0.0002284647,0.000004922493,0.17295231,0.5744131,0.00026526596],"about_ca_topic_score_codex":0.013810436,"about_ca_topic_score_gemma":0.0022162618,"teacher_disagreement_score":0.5596697,"about_ca_system_score_codex":0.0003248225,"about_ca_system_score_gemma":0.0014142202,"threshold_uncertainty_score":0.99275666},"labels":[],"label_agreement":null},{"id":"W4224940274","doi":"10.1093/fampra/cmac039","title":"Diary-interview studies: longitudinal, flexible qualitative research design","year":2022,"lang":"en","type":"article","venue":"Family Practice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":18,"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 Manitoba","funders":"","keywords":"Qualitative research; Medicine; Relation (database); Primary care; Medical education; Applied psychology; Family medicine; Psychology; Computer science; Sociology","score_opus":0.9199106575095802,"score_gpt":0.7473716371549652,"score_spread":0.172539020354615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224940274","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002725214,0.07901871,0.1890892,0.31022882,0.0022728683,0.0035703138,0.0001005487,0.00046627363,0.41252804],"genre_scores_gemma":[0.35373297,0.1056963,0.38403025,0.0206917,0.0024281945,0.006097643,0.000037864247,0.00029820972,0.12698686],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7526702,0.24121274,0.0004777821,0.00055316725,0.003977361,0.0011087497],"domain_scores_gemma":[0.8379218,0.15811951,0.0002673332,0.0004997166,0.0028703543,0.00032125847],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.32236928,0.00016330685,0.0003620402,0.00030558498,0.005436878,0.00022176032,0.00086414925,0.00008407431,0.00054566463],"category_scores_gemma":[0.1343471,0.00015998037,0.00011672554,0.0024824978,0.0020765564,0.0011085887,0.0007999348,0.0022941653,0.0003483372],"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":[0.00020295953,0.00026861182,0.000008875782,0.00006587243,0.00021340456,0.00006411772,0.61565584,0.00004311722,0.00009331108,0.26705417,0.10769665,0.008633064],"study_design_scores_gemma":[0.00011475912,0.00030042496,0.000016433281,0.000023158624,0.000014260226,0.0000013570498,0.5045872,0.000013400607,0.00001461718,0.036128975,0.45867777,0.00010769427],"about_ca_topic_score_codex":0.0047702724,"about_ca_topic_score_gemma":0.00010535669,"teacher_disagreement_score":0.35100776,"about_ca_system_score_codex":0.00074489275,"about_ca_system_score_gemma":0.0015506595,"threshold_uncertainty_score":0.9967134},"labels":[],"label_agreement":null},{"id":"W4225009018","doi":"10.1177/14687941221096604","title":"A side-by-side methodological approach: Shared experience, informality and adaptation","year":2022,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sociology; Qualitative research; Face (sociological concept); Adaptation (eye); Common ground; Great Rift; Public relations; Psychology; Social science; Political science","score_opus":0.8740419199226072,"score_gpt":0.7055077223247346,"score_spread":0.16853419759787258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225009018","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":[0.31356075,0.0037529783,0.23099536,0.03897593,0.0003028128,0.0059421477,0.0008672543,0.00037250627,0.40523025],"genre_scores_gemma":[0.81836873,0.0006365472,0.16923514,0.00047780675,0.00015451421,0.0032480084,0.00012414671,0.000035416902,0.0077196686],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.86729366,0.12597273,0.00061953,0.00069555937,0.0041675367,0.0012509571],"domain_scores_gemma":[0.96520257,0.03293888,0.00015517682,0.0002820352,0.0009214882,0.0004998603],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.17057388,0.00017438593,0.00038872173,0.00036985788,0.004497324,0.00028909647,0.0006568385,0.00015267186,0.0007030912],"category_scores_gemma":[0.041071597,0.00016067566,0.00009751725,0.0019774586,0.0049798754,0.0006669118,0.00073767465,0.0019718814,0.000020674835],"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":[0.00016018588,0.000110589295,0.0000785031,0.00004185479,0.00002345813,0.000004174013,0.68878883,0.00000954167,0.00043048756,0.2906348,0.0026172916,0.01710025],"study_design_scores_gemma":[0.0002887106,0.00033858174,0.0002716328,0.000006875692,0.0000023307196,0.0000012235517,0.77742684,0.0006017525,0.00005199615,0.10798684,0.1128374,0.00018579801],"about_ca_topic_score_codex":0.006400229,"about_ca_topic_score_gemma":0.00018415075,"teacher_disagreement_score":0.504808,"about_ca_system_score_codex":0.00048237844,"about_ca_system_score_gemma":0.00077096955,"threshold_uncertainty_score":0.997728},"labels":[],"label_agreement":null},{"id":"W4225944184","doi":"10.1080/0142159x.2022.2057287","title":"A practical guide to reflexivity in qualitative research: AMEE Guide No. 149","year":2022,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1687,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Reflexivity; Qualitative research; Subjectivity; Context (archaeology); Process (computing); Epistemology; Set (abstract data type); Interpersonal communication; Sociology; Engineering ethics; Psychology; Computer science; Social psychology; Social science","score_opus":0.718437310024545,"score_gpt":0.757516215422771,"score_spread":0.039078905398226005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225944184","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":[0.028581318,0.00011345213,0.007040701,0.3672167,0.00044254254,0.0008578305,0.000013222541,0.00009870375,0.59563553],"genre_scores_gemma":[0.12551314,0.00052205985,0.15904993,0.013568433,0.0034682755,0.0024614125,0.000028806544,0.00014915208,0.69523877],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.8949446,0.093921505,0.0006852181,0.00067835447,0.008353119,0.0014171917],"domain_scores_gemma":[0.9835382,0.013982988,0.000079165016,0.00041493442,0.00069235975,0.0012923592],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.24412276,0.0001328606,0.00033653976,0.00031364572,0.0011466582,0.00007100627,0.0008032626,0.00022404928,0.015882358],"category_scores_gemma":[0.34501645,0.0001215374,0.00009414708,0.0017499019,0.0022358159,0.00018202234,0.00092360436,0.0042492975,0.0005924883],"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":[0.00013522334,0.0004838147,0.0004197614,0.000019576442,0.000019067187,0.0001983272,0.28952402,0.0000010888847,0.000035474968,0.12262387,0.57898366,0.0075560785],"study_design_scores_gemma":[0.00026612548,0.00024108209,0.00007195131,0.000031004274,0.0000016168431,0.0000011621167,0.19985877,0.00014972872,0.000003322422,0.029322991,0.7699209,0.00013137485],"about_ca_topic_score_codex":0.020087067,"about_ca_topic_score_gemma":0.006064547,"teacher_disagreement_score":0.35364828,"about_ca_system_score_codex":0.0012892165,"about_ca_system_score_gemma":0.0033529736,"threshold_uncertainty_score":0.99804795},"labels":[],"label_agreement":null},{"id":"W4226256666","doi":"10.46743/2160-3715/2022.4882","title":"Examining Newcomer Women’s Experiences with Perinatal Care in Ontario, Canada: An Application of Carspecken’s Critical Ethnographic Method","year":2022,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Critical ethnography; Ethnography; Situated; Sociology; Critical theory; Qualitative research; Gender studies; Critical discourse analysis; Epistemology; Social science; Anthropology; Political science","score_opus":0.27090198496644347,"score_gpt":0.5723913655032039,"score_spread":0.30148938053676044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226256666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98998255,0.00018390732,0.0049329367,0.0013340215,0.00009043029,0.00038585014,0.000018457305,0.00001720017,0.0030546791],"genre_scores_gemma":[0.98871756,0.0000029732523,0.008962509,0.000085982414,0.00002615234,0.0019023165,0.000011521745,0.000013727827,0.0002772317],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9832179,0.013515828,0.00051369844,0.00043283912,0.0018050477,0.0005146927],"domain_scores_gemma":[0.9941933,0.0045045735,0.0002520034,0.00036697852,0.0005070834,0.00017602979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025968872,0.00014227675,0.00034264172,0.00013497514,0.0011177694,0.000031515403,0.00045017034,0.000051029256,0.00041581906],"category_scores_gemma":[0.002081583,0.00010852395,0.000039521376,0.00082598417,0.0019407243,0.00021094036,0.000118184646,0.0007892728,1.8369063e-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":[0.00010379361,0.000040251198,0.0038491194,0.0000241023,0.000021283326,0.000070202754,0.96145403,0.00003845029,0.000037768004,0.032998007,0.000012000228,0.0013509738],"study_design_scores_gemma":[0.00012993213,0.00049305725,0.004723928,0.000010929379,0.000006054461,0.000013894113,0.98504436,0.000018655226,0.000048727434,0.0036789544,0.005671679,0.00015982284],"about_ca_topic_score_codex":0.98952353,"about_ca_topic_score_gemma":0.9906432,"teacher_disagreement_score":0.029319054,"about_ca_system_score_codex":0.0022070187,"about_ca_system_score_gemma":0.0055399793,"threshold_uncertainty_score":0.98276854},"labels":[],"label_agreement":null},{"id":"W4226443687","doi":"10.1177/16094069211054941","title":"Negotiating Research Participant Consent With, for and by Adults With Developmental Disabilities in Interaction With Their Third-Party Consent Providers","year":2022,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Informed consent; Autonomy; Psychology; Qualitative research; Negotiation; Developmental psychology; Social psychology; Medicine; Law; Political science; Sociology; Alternative medicine","score_opus":0.8313919425205386,"score_gpt":0.701711859693236,"score_spread":0.1296800828273026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226443687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8289758,0.00048506,0.14543368,0.022663858,0.00025328185,0.0010233849,0.00011338732,0.000011781412,0.0010397985],"genre_scores_gemma":[0.71336854,0.00011505707,0.28571966,0.00014664608,0.00007331933,0.00026341627,0.000007665991,0.000018608811,0.00028710807],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9700883,0.026980015,0.00061539526,0.00026860897,0.0016332719,0.0004144074],"domain_scores_gemma":[0.94039845,0.05699726,0.00046293516,0.000061996696,0.0019101909,0.00016916804],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.052573416,0.00014577416,0.0003304269,0.0003095536,0.00059597904,0.00018946455,0.00030016483,0.00003766137,0.00005183261],"category_scores_gemma":[0.014640304,0.00009566908,0.000046601133,0.00033774602,0.0023270694,0.0004622997,0.0000991514,0.0008658915,2.3835027e-7],"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":[0.0068742363,0.00027107666,0.0022761459,0.00006665459,0.00039880248,0.000017719138,0.9504143,0.00023929976,0.0005113409,0.031005474,0.0007050197,0.007219918],"study_design_scores_gemma":[0.001776584,0.0017665235,0.00015771468,0.00031556017,0.000012022585,0.000051751722,0.9706086,0.00022803425,0.0005106941,0.013986384,0.01043343,0.00015268874],"about_ca_topic_score_codex":0.002473384,"about_ca_topic_score_gemma":0.0027194568,"teacher_disagreement_score":0.14028598,"about_ca_system_score_codex":0.0007457115,"about_ca_system_score_gemma":0.0018555692,"threshold_uncertainty_score":0.9936598},"labels":[],"label_agreement":null},{"id":"W4229441438","doi":"10.1177/14687941221096592","title":"“He/his/she/her/father/mother/son/daughter”: A critical reflection of reproductions of cis-normativity and cis-dominance in preparing qualitative data for analysis","year":2022,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Daughter; Heteronormativity; Dominance (genetics); Sociology; Qualitative research; Economic Justice; Psychology; Social justice; Gender studies; Social psychology; Human sexuality; Social science; Law; Political science","score_opus":0.7397011393593811,"score_gpt":0.7417182434142487,"score_spread":0.0020171040548676578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229441438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.628221,0.0057561034,0.289567,0.043316506,0.0003955322,0.0061959983,0.0055263783,0.00011524987,0.020906271],"genre_scores_gemma":[0.9605828,0.00039420798,0.036712676,0.000020179787,0.00008059145,0.00065296463,0.00006482886,0.000030667365,0.0014611012],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92216647,0.07204187,0.0011433321,0.0011664797,0.0025786809,0.0009031707],"domain_scores_gemma":[0.9412923,0.054826763,0.00041582674,0.0011446584,0.002105977,0.00021451],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.16038938,0.00019254768,0.000836378,0.0013032396,0.001505303,0.00007278417,0.0009156658,0.00013736676,0.00018406958],"category_scores_gemma":[0.075043805,0.00019885838,0.00018019542,0.005704462,0.004889235,0.0008036061,0.0008022949,0.0012163672,0.0000018211197],"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":[0.00083338196,0.0005486897,0.0002260021,0.0004455599,0.00037219218,0.0000015396419,0.7811474,0.00006365158,0.0019876305,0.20816164,0.001028058,0.0051842504],"study_design_scores_gemma":[0.00057578174,0.0009301855,0.0006055246,0.00009187875,0.00007080598,6.0346105e-7,0.776613,0.002001625,0.00054907287,0.21214466,0.006182676,0.00023416798],"about_ca_topic_score_codex":0.016025893,"about_ca_topic_score_gemma":0.008383538,"teacher_disagreement_score":0.33236182,"about_ca_system_score_codex":0.0004977029,"about_ca_system_score_gemma":0.00087556866,"threshold_uncertainty_score":0.9997946},"labels":[],"label_agreement":null},{"id":"W4229697755","doi":"10.18192/cjcs.v0i1.1110","title":"Editorial Comment","year":2014,"lang":"en","type":"editorial","venue":"Conversations The Journal of Cavellian Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.1467268877869971,"score_gpt":0.5196201486108843,"score_spread":0.37289326082388724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229697755","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":[0.0000022960555,0.0030063097,0.0018812947,0.037072092,0.95599824,0.00017407577,0.000029516012,0.000008677964,0.0018274946],"genre_scores_gemma":[0.00006340456,0.034323245,0.0005710627,0.00015529396,0.96251124,0.0000049409837,0.0000037258635,0.000017050046,0.0023500118],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892501,0.0066085123,0.00068313756,0.00011581837,0.002995015,0.00034738227],"domain_scores_gemma":[0.9501147,0.041010804,0.001220274,0.0002779261,0.007194716,0.00018155987],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.0330415,0.00019077618,0.0005980531,0.00015827475,0.0014851242,0.000108941225,0.0008329096,0.00045700374,0.000044986253],"category_scores_gemma":[0.045199458,0.00012129212,0.00024329445,0.00025973542,0.002734968,0.00015569152,0.00012212695,0.0019723782,0.000037385133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004084492,0.000016780215,0.0000017568083,0.000048604732,0.0004536353,8.781515e-7,0.075052425,0.0000037318619,9.73595e-7,0.0032591065,0.92054176,0.0005795143],"study_design_scores_gemma":[0.0003180454,0.0001448255,6.533805e-7,0.0001659279,0.00021005848,1.7496458e-7,0.0753152,0.0000010469888,0.0000032274436,0.011016208,0.9127057,0.00011890313],"about_ca_topic_score_codex":0.0002997911,"about_ca_topic_score_gemma":0.00034332756,"teacher_disagreement_score":0.039135415,"about_ca_system_score_codex":0.00053570466,"about_ca_system_score_gemma":0.0019526433,"threshold_uncertainty_score":0.999979},"labels":[],"label_agreement":null},{"id":"W4230195198","doi":"10.18192/cjcs.v0i4.1617","title":"Editorial Comment","year":2016,"lang":"en","type":"editorial","venue":"Conversations The Journal of Cavellian Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Philosophy","score_opus":0.14931558748710602,"score_gpt":0.5308849935018238,"score_spread":0.3815694060147178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230195198","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":[0.0000015236358,0.0037783834,0.0012417074,0.05829986,0.93450695,0.00017481945,0.00006798473,0.00000828299,0.0019205136],"genre_scores_gemma":[0.00003207736,0.06356361,0.00033867767,0.0000967948,0.9316261,0.000005237445,0.0000018674772,0.000016058071,0.0043195807],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99074715,0.005200342,0.0006549548,0.00011519964,0.0029199275,0.0003624092],"domain_scores_gemma":[0.9512927,0.04019149,0.0010923921,0.00025208743,0.007001434,0.0001698911],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.025423437,0.00018633774,0.00053256116,0.00015818303,0.0013833414,0.00008625739,0.0008164037,0.00043555078,0.00007654428],"category_scores_gemma":[0.038745694,0.00010096875,0.0002383054,0.00022315109,0.0030654378,0.00021566634,0.00013064723,0.0014338978,0.00004887969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005308557,0.00001593848,0.0000018256932,0.000032629196,0.0005201721,0.0000015156678,0.06381968,4.6081303e-7,0.0000026168714,0.0032218066,0.931321,0.001009221],"study_design_scores_gemma":[0.0003752248,0.00011848281,5.7736855e-7,0.0002584373,0.00016835562,1.8096405e-7,0.06542745,1.2762827e-7,0.0000060748716,0.014689426,0.91883934,0.00011631771],"about_ca_topic_score_codex":0.00017369974,"about_ca_topic_score_gemma":0.00021803718,"teacher_disagreement_score":0.059785224,"about_ca_system_score_codex":0.0006944464,"about_ca_system_score_gemma":0.002503576,"threshold_uncertainty_score":0.99991673},"labels":[],"label_agreement":null},{"id":"W4230261507","doi":"10.1177/1077800412462984","title":"Telling","year":2012,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Testimonial; Witness; Performative utterance; Sociology; Power (physics); Autoethnography; Aesthetics; Qualitative research; Epistemology; Psychology; Psychoanalysis; Gender studies; Law; Social science; Art; Philosophy; Political science","score_opus":0.6852932321923814,"score_gpt":0.687426746103578,"score_spread":0.0021335139111966495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230261507","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":[0.29145423,0.0049771,0.28855813,0.021190686,0.0034417645,0.000759109,0.000023625737,0.0003932773,0.3892021],"genre_scores_gemma":[0.9424739,0.0003106473,0.04952193,0.0007366969,0.0022680408,0.000039604995,0.0000049915184,0.000022309325,0.0046218666],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9866996,0.011425592,0.00023456701,0.00015868024,0.000730099,0.0007514808],"domain_scores_gemma":[0.9918805,0.0072736777,0.00008094375,0.00014036146,0.00025816512,0.00036636463],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.032881267,0.00010140453,0.00016843673,0.00009767674,0.0006754776,0.000053487656,0.00020321693,0.0001254985,0.00061757315],"category_scores_gemma":[0.007821511,0.000092664646,0.000082516846,0.00042260345,0.0022432224,0.0006038259,0.00004260568,0.00034441572,0.0005767317],"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":[0.0000053388203,0.000031695345,0.00019994158,0.000008571707,0.00001075632,3.3992404e-7,0.54233754,2.4610114e-7,0.00009950001,0.45130882,0.0013869713,0.004610296],"study_design_scores_gemma":[0.000081141916,0.00002915047,0.00023556229,0.00001816083,0.0000039577026,1.4927991e-7,0.68422663,0.0000022639504,0.00023502257,0.08715045,0.22787519,0.00014230431],"about_ca_topic_score_codex":0.0005178598,"about_ca_topic_score_gemma":0.000043515432,"teacher_disagreement_score":0.6510197,"about_ca_system_score_codex":0.0001239643,"about_ca_system_score_gemma":0.00016325948,"threshold_uncertainty_score":0.99585223},"labels":[],"label_agreement":null},{"id":"W4230382913","doi":"10.3138/jcfs-52-2-001","title":"Introduction to the Special Issue","year":2021,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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","score_opus":0.41946557813336377,"score_gpt":0.5930000148546178,"score_spread":0.17353443672125407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230382913","genre_codex":"commentary","genre_gemma":"editorial","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":[0.11120404,0.014461585,0.0048978417,0.790665,0.007656068,0.0002767338,0.0000063012712,0.000011035521,0.07082139],"genre_scores_gemma":[0.3183106,0.034833506,0.065280214,0.009501165,0.5039658,0.000035969504,0.0000017824618,0.00003404809,0.06803694],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954338,0.0031988588,0.0003105137,0.000102674014,0.00075913436,0.0001949929],"domain_scores_gemma":[0.99506694,0.0017633535,0.00016931174,0.000089928784,0.0028174254,0.000093039875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064955605,0.00007307134,0.00032819062,0.00006351363,0.00072934286,0.00007643448,0.00019155786,0.000027348375,0.00014087856],"category_scores_gemma":[0.0042528883,0.000044433513,0.00009872136,0.0005421087,0.0006963427,0.00016740372,0.00007119077,0.0003694565,0.00008083164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045216457,0.000033702265,0.000062488245,0.0000047622493,0.00019016299,0.000010046137,0.20552172,0.00006035514,0.00032948455,0.03470041,0.75505203,0.0039896527],"study_design_scores_gemma":[0.00007198997,0.00009154873,0.001684233,0.00001645762,0.000010912961,0.0000015316159,0.3098662,7.155687e-7,0.00029002756,0.007830356,0.680098,0.000038011218],"about_ca_topic_score_codex":0.000020925057,"about_ca_topic_score_gemma":0.0005201704,"teacher_disagreement_score":0.7811638,"about_ca_system_score_codex":0.0001322753,"about_ca_system_score_gemma":0.00035998088,"threshold_uncertainty_score":0.560959},"labels":[],"label_agreement":null},{"id":"W4232499037","doi":"10.1111/gena.12011","title":"Ethnographic Reviews","year":2016,"lang":"en","type":"article","venue":"General Anthropology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Ethnography; Sociology; Anthropology","score_opus":0.2997127125998565,"score_gpt":0.5767675082662762,"score_spread":0.2770547956664197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232499037","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":[0.07834174,0.010773708,0.11370784,0.67141473,0.0031660069,0.000760785,0.000023850944,0.0002359753,0.12157539],"genre_scores_gemma":[0.3319715,0.49123156,0.082484946,0.008611166,0.0059334384,0.00021563073,0.0000064382452,0.00006295239,0.07948238],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99484736,0.004116809,0.00017807225,0.00019682519,0.00020006513,0.00046084635],"domain_scores_gemma":[0.9990008,0.000551502,0.00005437823,0.00015153788,0.00009647111,0.00014531601],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0053304075,0.00007158364,0.00018534859,0.000087243614,0.0005876591,0.000012376602,0.00020907828,0.00014282134,0.0039995005],"category_scores_gemma":[0.0019042969,0.000040588526,0.00008947971,0.0002946548,0.0059811533,0.00009072637,0.000045275,0.00012665606,0.0003871165],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005666374,0.000019469964,0.0011770765,0.000006408893,0.0000090676995,0.00000383717,0.0051461644,2.0448653e-8,0.0042597847,0.67632663,0.016610868,0.296435],"study_design_scores_gemma":[0.00010454226,0.0000626366,0.0002694955,0.000013035972,0.0000024533902,4.706613e-7,0.0011551005,4.948188e-7,0.0003353289,0.06794435,0.9300306,0.00008148622],"about_ca_topic_score_codex":0.0030712122,"about_ca_topic_score_gemma":0.0035714556,"teacher_disagreement_score":0.9134197,"about_ca_system_score_codex":0.00003684024,"about_ca_system_score_gemma":0.000113126,"threshold_uncertainty_score":0.996911},"labels":[],"label_agreement":null},{"id":"W4232785772","doi":"10.3138/jcfs.48.4.275","title":"Editor Comments","year":2017,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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","score_opus":0.6779545523121704,"score_gpt":0.6760813404641076,"score_spread":0.0018732118480627724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232785772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6364705,0.022317402,0.004028662,0.09846577,0.029493736,0.0005301706,0.000021631604,0.00002804484,0.20864409],"genre_scores_gemma":[0.9777787,0.0056012673,0.0068714037,0.00034998066,0.007723477,0.000004031875,1.06719064e-7,0.000005259376,0.0016658246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693495,0.0015754018,0.00033030647,0.00007783964,0.0008466215,0.00023488488],"domain_scores_gemma":[0.9951154,0.0020866706,0.0006789721,0.00014774073,0.0018408842,0.00013031097],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0071348995,0.00008895039,0.0004498888,0.00006914713,0.002315742,0.00017277179,0.0005596257,0.00004339946,0.000010474162],"category_scores_gemma":[0.0038194594,0.00006327019,0.00011863785,0.000056291745,0.0026153415,0.00051176304,0.00012045591,0.00038285102,0.00001737733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013133787,0.00014210553,0.008473427,0.000025651429,0.00085335155,0.000022582326,0.20977707,0.0000038889516,0.0003309709,0.059338506,0.7177504,0.0031507532],"study_design_scores_gemma":[0.000507609,0.00027290956,0.035770778,0.00014042713,0.000024094827,4.726083e-7,0.21620658,0.0000033992449,0.00010079852,0.044701453,0.70216316,0.0001083419],"about_ca_topic_score_codex":0.00010273468,"about_ca_topic_score_gemma":0.00015609927,"teacher_disagreement_score":0.34130815,"about_ca_system_score_codex":0.0001159449,"about_ca_system_score_gemma":0.00022986259,"threshold_uncertainty_score":0.9989831},"labels":[],"label_agreement":null},{"id":"W4232792682","doi":"10.25071/1496-6778.7976","title":"Introduction to the special issue","year":2006,"lang":"es","type":"article","venue":"spacesofidentity net","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":0.054502691608969395,"score_gpt":0.45935485106171914,"score_spread":0.40485215945274977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232792682","genre_codex":"commentary","genre_gemma":"editorial","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":[0.027955314,0.00045435716,0.0025610928,0.8491859,0.007301093,0.0008835121,0.0000644571,0.00007067587,0.11152364],"genre_scores_gemma":[0.0594401,0.0023020585,0.0044500856,0.0013527701,0.64509064,0.000056652083,0.00003550335,0.00006014771,0.287212],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99363905,0.003412009,0.00031112705,0.00048444883,0.001466889,0.0006864904],"domain_scores_gemma":[0.99830574,0.0005810481,0.00013596939,0.00043515686,0.000352573,0.00018951342],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.010240216,0.00018487542,0.00025018025,0.00013934488,0.0014017668,0.0011969822,0.0006148853,0.00019081934,0.0043273414],"category_scores_gemma":[0.0022452318,0.0001467674,0.00013789843,0.0012865072,0.0010524009,0.00037762529,0.00021148556,0.00058936485,0.005995693],"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":[0.000022679724,0.00006477358,0.0009134723,0.000028285616,0.000017753622,0.000003089194,0.006186691,0.00006642514,0.00010299669,0.1897611,0.79542744,0.0074053146],"study_design_scores_gemma":[0.00011996558,0.000087405955,0.010288671,0.0000195694,0.00002288101,5.965919e-7,0.0068553314,0.000017488075,0.00013555735,0.023597611,0.9586725,0.00018241163],"about_ca_topic_score_codex":0.045506194,"about_ca_topic_score_gemma":0.045514725,"teacher_disagreement_score":0.8478331,"about_ca_system_score_codex":0.00021512609,"about_ca_system_score_gemma":0.0002278582,"threshold_uncertainty_score":0.99989825},"labels":[],"label_agreement":null},{"id":"W4232808605","doi":"10.3821/1913-701x-143.2.60","title":"Controversial Topics","year":2010,"lang":"fr","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Computer science","score_opus":0.1174991315245408,"score_gpt":0.4245797398488842,"score_spread":0.30708060832434336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232808605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6142714,0.017749747,0.0018772075,0.094574586,0.15194257,0.001780223,0.004204562,0.000096455406,0.113503225],"genre_scores_gemma":[0.8651597,0.028456021,0.0029088287,0.008481804,0.019972824,0.000013825629,0.000019034247,0.000094980096,0.07489298],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992676,0.002349572,0.0007461641,0.00051044783,0.0012315075,0.002486291],"domain_scores_gemma":[0.98947686,0.0012108637,0.00034538386,0.00029786283,0.0016312763,0.0070377737],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.006820249,0.00046606187,0.0005454179,0.0003341902,0.0035663885,0.0006249362,0.001304751,0.00032587844,0.010166807],"category_scores_gemma":[0.0038220745,0.00053630554,0.0003229075,0.0011186617,0.0034771417,0.0008706448,0.000073051335,0.0043955822,0.0000851684],"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":true,"study_design_scores_codex":[0.000085805215,0.000083551815,0.00039742788,0.0002888842,0.00037294746,0.06816381,0.022286516,0.00009237312,0.002022386,0.052136958,0.16832778,0.68574154],"study_design_scores_gemma":[0.0011948476,0.000039052633,0.0000050098683,0.00002136501,0.0001170738,0.07206444,0.00023106698,0.000969175,0.00033091096,0.003519657,0.920907,0.0006003835],"about_ca_topic_score_codex":0.35397723,"about_ca_topic_score_gemma":0.87320334,"teacher_disagreement_score":0.7525792,"about_ca_system_score_codex":0.0039915927,"about_ca_system_score_gemma":0.026242014,"threshold_uncertainty_score":0.9998319},"labels":[],"label_agreement":null},{"id":"W4233077221","doi":"10.1007/s11145-009-9171-0","title":"Introduction to the special issue","year":2009,"lang":"en","type":"article","venue":"Reading and Writing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"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":"Psycholinguistics; Psychology; Neuroscience; Cognition","score_opus":0.11330263194891166,"score_gpt":0.5018508610182036,"score_spread":0.388548229069292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233077221","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":[0.04714485,0.00013545834,0.0031399438,0.75885785,0.00039647968,0.00018497267,0.0000013349369,0.00005499421,0.1900841],"genre_scores_gemma":[0.7919564,0.0006599979,0.016330935,0.0027105887,0.17547391,0.0000067917167,0.0000016516334,0.000009662216,0.0128500275],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889493,0.0005303687,0.000074983865,0.00011065477,0.00019602521,0.00019305963],"domain_scores_gemma":[0.9993833,0.0004147391,0.000016602757,0.000051858075,0.00005861071,0.000074919895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062025315,0.00003207866,0.000054762237,0.00002941323,0.0009029422,0.00013190297,0.00006274447,0.000031134165,0.00007296164],"category_scores_gemma":[0.0020843605,0.000023799546,0.000014262734,0.00018605818,0.000108168686,0.00007450416,0.000011565255,0.00015231343,0.000033608816],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042744855,0.0000046235355,0.000087773755,0.000003168154,0.0000019535528,8.076294e-7,0.040429305,0.0000024758529,0.00031960726,0.25037962,0.037187655,0.6715787],"study_design_scores_gemma":[0.000029385366,0.00003530525,0.00087000267,0.000019999372,0.0000017962119,7.4870064e-7,0.027022097,0.000019333596,0.00008873105,0.012837847,0.95902663,0.000048122245],"about_ca_topic_score_codex":0.00018438636,"about_ca_topic_score_gemma":0.000055188044,"teacher_disagreement_score":0.921839,"about_ca_system_score_codex":0.00002691827,"about_ca_system_score_gemma":0.0000241678,"threshold_uncertainty_score":0.6944793},"labels":[],"label_agreement":null},{"id":"W4233144162","doi":"10.1177/0829573510362283","title":"From the Guest Editor","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of School Psychology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Calgary","funders":"","keywords":"Psychology; Psychoanalysis","score_opus":0.19068450609624177,"score_gpt":0.5533409570560021,"score_spread":0.3626564509597603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233144162","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":[0.2796063,0.0009093616,0.0009445768,0.57545656,0.08459209,0.00017977545,0.00006233273,0.000009357961,0.058239616],"genre_scores_gemma":[0.8262328,0.00025188658,0.009269046,0.01050043,0.15268102,0.000003728318,0.0000019367887,0.000020982408,0.0010381563],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765235,0.0013803818,0.00023365491,0.00009607943,0.00027172166,0.0003658204],"domain_scores_gemma":[0.99676496,0.0012730317,0.00013262374,0.00019101932,0.0004519012,0.001186483],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007551038,0.000057274527,0.00012466544,0.00009868549,0.0005344343,0.000110723275,0.0007321136,0.000203762,0.0027408714],"category_scores_gemma":[0.010849458,0.000039542778,0.00007405896,0.00019686889,0.0015829214,0.00015247885,0.000006511134,0.0016853579,0.00015886758],"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":[0.000011183141,0.0000073660076,0.016963633,6.5431396e-7,0.000028982371,0.00004690399,0.009960543,9.5440186e-8,0.00055347424,0.015653353,0.95107305,0.00570078],"study_design_scores_gemma":[0.00014497217,0.000040380237,0.026009154,0.0000081639855,0.0000048461206,0.00000466286,0.0053921635,1.5106569e-7,0.0000063030766,0.04736823,0.9209736,0.000047384372],"about_ca_topic_score_codex":0.06348936,"about_ca_topic_score_gemma":0.48196322,"teacher_disagreement_score":0.5649561,"about_ca_system_score_codex":0.000050872066,"about_ca_system_score_gemma":0.0030801645,"threshold_uncertainty_score":0.99817073},"labels":[],"label_agreement":null},{"id":"W4233655635","doi":"10.32920/ryerson.14661735.v1","title":"The impact of anti-black racism on black males","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Toronto Metropolitan University; Centre for Social Innovation","funders":"","keywords":"Racism; Oppression; Racialization; Gender studies; Sociology; White (mutation); Critical race theory; Psychometrics of racism; Criminalization; Criminology; Race (biology); Political science; Politics; Law","score_opus":0.3222451869423285,"score_gpt":0.598098481228869,"score_spread":0.2758532942865405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233655635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71013975,0.00038607634,0.0025911382,0.011775586,0.0002922549,0.0005242431,0.000041938645,0.000038692368,0.27421033],"genre_scores_gemma":[0.97523654,0.008911748,0.0031184473,0.000058902377,0.0002668027,0.000009714471,0.000009915812,0.000017309556,0.012370627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.991525,0.0062697856,0.00033301653,0.00033901047,0.0010654561,0.00046776477],"domain_scores_gemma":[0.991928,0.0065291175,0.00020736315,0.00051684905,0.0006492537,0.00016943383],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014266324,0.00017766462,0.00038844955,0.00006611757,0.00043130564,0.00033412524,0.0007052991,0.00039618314,0.00076420914],"category_scores_gemma":[0.0070598577,0.00010189259,0.0005087186,0.00024709557,0.0036167551,0.000060612827,0.0004666161,0.0012184306,0.000054220414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011455013,0.00039911337,0.0045885667,0.0004338555,0.000911153,0.000029837864,0.2310914,0.0023203632,0.00081583776,0.70244396,0.019545155,0.0373062],"study_design_scores_gemma":[0.00054926035,0.0005493168,0.10866543,0.0011263872,0.00005950741,4.8625e-7,0.31452546,0.0018503084,0.0024304136,0.5492321,0.019818304,0.0011930132],"about_ca_topic_score_codex":0.011648076,"about_ca_topic_score_gemma":0.0015820548,"teacher_disagreement_score":0.2650968,"about_ca_system_score_codex":0.00017124269,"about_ca_system_score_gemma":0.0019235085,"threshold_uncertainty_score":0.99909484},"labels":[],"label_agreement":null},{"id":"W4233861198","doi":"10.24124/2003/bpgub265","title":"\"Almost fond of the damned town\": Women's concepts of community in Mackenzie, British Columbia.","year":2003,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"History; Geography; Archaeology; Art history","score_opus":0.10937863324959,"score_gpt":0.4912149745649318,"score_spread":0.3818363413153418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233861198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.798092,0.00014632802,0.0000062434838,0.00014707407,0.000237735,0.00046099484,0.00011657327,0.0000070302717,0.20078604],"genre_scores_gemma":[0.821073,0.0006488903,0.0008074361,0.00019713055,0.000025378482,0.000074247546,0.00011114349,0.000023721099,0.17703906],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98742306,0.010575919,0.0005292354,0.0001414335,0.00093597826,0.00039437859],"domain_scores_gemma":[0.9958746,0.0026431817,0.00036445982,0.00032623552,0.0006918186,0.0000996998],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012323748,0.000102211416,0.0004886863,0.00005017867,0.00056583097,0.00011179089,0.00075143785,0.00042099177,0.0029188378],"category_scores_gemma":[0.007097591,0.000120428915,0.0001284976,0.0008015323,0.0015647075,0.000100165715,0.000053045038,0.0011967123,0.0000012369668],"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":[0.00011030107,0.0010437991,0.014862816,0.0017338153,0.0001785369,0.000005291269,0.8630871,0.0000024716082,0.0010907433,0.040152486,0.025633814,0.05209882],"study_design_scores_gemma":[0.0005359386,0.00012801534,0.045916244,0.00049657316,0.000011901662,2.2994962e-7,0.87696105,0.0000012154027,0.0004243002,0.058188763,0.017093047,0.00024270038],"about_ca_topic_score_codex":0.5148687,"about_ca_topic_score_gemma":0.9120788,"teacher_disagreement_score":0.39721012,"about_ca_system_score_codex":0.00019055189,"about_ca_system_score_gemma":0.0013298756,"threshold_uncertainty_score":0.99799263},"labels":[],"label_agreement":null},{"id":"W4234647403","doi":"10.4000/communication.10304","title":"Dána-Ain DAVIS et Christa CRAVEN (2016), Feminist Ethnography: Thinking Through Methodologies, Challenges, and Possibilities","year":2019,"lang":"en","type":"article","venue":"Communication","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Université de Montréal","funders":"","keywords":"Ethnography; Sociology; Ain't; Humanities; Philosophy; Art; Gender studies; Anthropology; Literature","score_opus":0.49813950290824704,"score_gpt":0.5608463305930768,"score_spread":0.06270682768482971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234647403","genre_codex":"other","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":[0.08074895,0.31109944,0.007808773,0.15331696,0.00036392256,0.0017339556,0.000047500715,0.0004931804,0.44438732],"genre_scores_gemma":[0.38517174,0.2935854,0.31838775,0.00095868646,0.00006394404,0.00006010796,0.000040046874,0.000028759583,0.001703602],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9851451,0.013519627,0.00026385288,0.00027934904,0.00046837964,0.00032370858],"domain_scores_gemma":[0.9885334,0.010090112,0.00016284855,0.0009364406,0.00020249767,0.0000747254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027345112,0.0001247245,0.00025254057,0.00007233321,0.0007956602,0.00017817588,0.0008205099,0.0002243155,0.00009331893],"category_scores_gemma":[0.0041935,0.00011399117,0.00006929831,0.00020165712,0.001560173,0.00041532278,0.0004217789,0.00065893936,0.000017816226],"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":[0.000015820056,0.000022475233,0.0003752235,0.000068084504,0.00002481204,2.2003674e-7,0.37781575,5.221117e-7,0.000095894284,0.58785313,0.0004698161,0.033258278],"study_design_scores_gemma":[0.0001563113,0.000066320295,0.0045167743,0.00012667447,0.000007690257,3.722065e-7,0.20562899,0.000012718095,0.00003428811,0.6076332,0.18166858,0.00014813831],"about_ca_topic_score_codex":0.005131579,"about_ca_topic_score_gemma":0.0016509085,"teacher_disagreement_score":0.4426837,"about_ca_system_score_codex":0.00007627212,"about_ca_system_score_gemma":0.00023193599,"threshold_uncertainty_score":0.94773245},"labels":[],"label_agreement":null},{"id":"W4235543620","doi":"10.1016/b978-0-08-102295-5.10819-4","title":"Fieldwork","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Nipissing University","funders":"","keywords":"Reflexivity; Temporalities; Legitimacy; Field (mathematics); Ethnography; Sociology; Field research; Colonialism; Politics; Variety (cybernetics); Geography; Social science; Anthropology; Political science; Archaeology; Law","score_opus":0.14503860287482584,"score_gpt":0.4598095682350702,"score_spread":0.31477096536024435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235543620","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":[0.0000016855089,0.0010167846,0.000034014356,0.0019644788,0.0006131325,0.0004638793,0.000014375223,0.000054343167,0.99583733],"genre_scores_gemma":[0.00004016131,0.0007776897,0.001703134,0.0006589028,0.0008351247,0.000009099398,0.000004601448,0.00004248302,0.9959288],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975708,0.000553768,0.0002575914,0.0003358393,0.00086508674,0.0004169079],"domain_scores_gemma":[0.9976187,0.0014499913,0.00013952254,0.0003797399,0.00021701782,0.00019505023],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0043573533,0.00020791692,0.00038217832,0.00009513346,0.00036798537,0.00009343197,0.0004237005,0.0006701849,0.0024515477],"category_scores_gemma":[0.0005027203,0.00019302093,0.00024344478,0.000014402612,0.0008604852,0.00003990417,0.000109274035,0.0011049384,0.0014970805],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029234561,0.0000010941559,0.0000013934639,0.000029341496,0.000023409393,0.0000048038355,0.0034065307,2.4520386e-8,5.7759274e-7,0.43854797,0.00064077304,0.55734116],"study_design_scores_gemma":[0.000046257122,0.000024453131,0.0000014324246,0.00018363804,0.00001297356,1.7975695e-7,0.00021845284,1.8043215e-7,0.0000012303409,0.26223585,0.73709506,0.0001803165],"about_ca_topic_score_codex":0.000011681773,"about_ca_topic_score_gemma":0.0003457933,"teacher_disagreement_score":0.73645425,"about_ca_system_score_codex":0.00011507375,"about_ca_system_score_gemma":0.00096715754,"threshold_uncertainty_score":0.9992804},"labels":[],"label_agreement":null},{"id":"W4235571731","doi":"10.1177/209660831800100101","title":"From the Editors","year":2018,"lang":"en","type":"article","venue":"Cultures of Science","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Université du Québec","funders":"","keywords":"Computer science","score_opus":0.20696557816072414,"score_gpt":0.582904790715428,"score_spread":0.37593921255470386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235571731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42679068,0.0005794592,0.0037689453,0.17900583,0.010851402,0.00050015445,0.000044599456,0.000091009824,0.37836793],"genre_scores_gemma":[0.96589667,0.00006293449,0.01668392,0.00060512166,0.015469868,0.0000039107813,3.993167e-7,0.0000028459813,0.0012743599],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982032,0.00038226938,0.000080129794,0.00014170559,0.00096528133,0.00022740653],"domain_scores_gemma":[0.99827546,0.00083269423,0.00004570745,0.00014932502,0.0006047447,0.000092070695],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007353001,0.00003337538,0.000053103206,0.000018580482,0.001472055,0.000083957064,0.0009122902,0.00003591324,0.00015682032],"category_scores_gemma":[0.008199754,0.000017732407,0.000025360172,0.0006907624,0.031571865,0.0002464017,0.00008651363,0.00011214926,0.000030560892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007688143,0.000022842254,0.0006163802,0.0000023894884,0.0000056314148,2.9900914e-7,0.46746463,3.0219027e-7,0.025159683,0.28423113,0.21153346,0.0109555675],"study_design_scores_gemma":[0.00003778117,0.000037095637,0.0050147227,0.000017751443,0.0000019068798,3.151015e-8,0.090034366,0.0000087883145,0.008689728,0.092107005,0.8039988,0.000051983374],"about_ca_topic_score_codex":0.0047176634,"about_ca_topic_score_gemma":0.00036905284,"teacher_disagreement_score":0.5924654,"about_ca_system_score_codex":0.000025003876,"about_ca_system_score_gemma":0.00038548483,"threshold_uncertainty_score":0.9998279},"labels":[],"label_agreement":null},{"id":"W4236088615","doi":"10.3138/jcfs.41.3.3","title":"Editor’s Comments","year":2010,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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","score_opus":0.4572176832067705,"score_gpt":0.6288826932917083,"score_spread":0.17166501008493784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236088615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87308615,0.005806375,0.001792234,0.028782995,0.024437075,0.00027411466,0.000009131948,0.000023243201,0.06578869],"genre_scores_gemma":[0.97098374,0.0022796942,0.015519555,0.0005583321,0.009673018,0.000004831315,2.0393416e-7,0.0000064467076,0.00097415864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968398,0.0015692686,0.00037296058,0.00007912947,0.00089168746,0.00024714792],"domain_scores_gemma":[0.99401283,0.0033854682,0.00032808917,0.00007881155,0.0020413299,0.00015345188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007749959,0.00009360652,0.00041388895,0.000107116815,0.0006231955,0.00005544459,0.00029783187,0.00006140247,0.000026535718],"category_scores_gemma":[0.0023094253,0.00006673093,0.0001140391,0.00021815367,0.0018729377,0.00029233398,0.000060141974,0.000854888,0.000019744946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087810375,0.0001744801,0.003850353,0.000018493964,0.0005567909,0.000012449876,0.23404413,0.0000035609435,0.0043817037,0.10505497,0.6497063,0.002108946],"study_design_scores_gemma":[0.00031658134,0.00019513372,0.006838268,0.000041076593,0.000016375558,8.327061e-7,0.18556659,0.0000027114768,0.00020207751,0.037602346,0.76912713,0.00009084595],"about_ca_topic_score_codex":0.000055404584,"about_ca_topic_score_gemma":0.00034721853,"teacher_disagreement_score":0.11942085,"about_ca_system_score_codex":0.00006391374,"about_ca_system_score_gemma":0.0002820018,"threshold_uncertainty_score":0.69009167},"labels":[],"label_agreement":null},{"id":"W4236835618","doi":"10.32920/ryerson.14661735","title":"The impact of anti-black racism on black males","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Toronto Metropolitan University; Centre for Social Innovation","funders":"","keywords":"Racism; Oppression; Racialization; Gender studies; Sociology; White (mutation); Critical race theory; Criminalization; Psychometrics of racism; Criminology; Race (biology); Political science; Politics; Law","score_opus":0.3222451869423285,"score_gpt":0.598098481228869,"score_spread":0.2758532942865405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236835618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71013975,0.00038607634,0.0025911382,0.011775586,0.0002922549,0.0005242431,0.000041938645,0.000038692368,0.27421033],"genre_scores_gemma":[0.97523654,0.008911748,0.0031184473,0.000058902377,0.0002668027,0.000009714471,0.000009915812,0.000017309556,0.012370627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.991525,0.0062697856,0.00033301653,0.00033901047,0.0010654561,0.00046776477],"domain_scores_gemma":[0.991928,0.0065291175,0.00020736315,0.00051684905,0.0006492537,0.00016943383],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014266324,0.00017766462,0.00038844955,0.00006611757,0.00043130564,0.00033412524,0.0007052991,0.00039618314,0.00076420914],"category_scores_gemma":[0.0070598577,0.00010189259,0.0005087186,0.00024709557,0.0036167551,0.000060612827,0.0004666161,0.0012184306,0.000054220414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011455013,0.00039911337,0.0045885667,0.0004338555,0.000911153,0.000029837864,0.2310914,0.0023203632,0.00081583776,0.70244396,0.019545155,0.0373062],"study_design_scores_gemma":[0.00054926035,0.0005493168,0.10866543,0.0011263872,0.00005950741,4.8625e-7,0.31452546,0.0018503084,0.0024304136,0.5492321,0.019818304,0.0011930132],"about_ca_topic_score_codex":0.011648076,"about_ca_topic_score_gemma":0.0015820548,"teacher_disagreement_score":0.2650968,"about_ca_system_score_codex":0.00017124269,"about_ca_system_score_gemma":0.0019235085,"threshold_uncertainty_score":0.99909484},"labels":[],"label_agreement":null},{"id":"W4236866150","doi":"10.18357/jcs.v37i2.15193","title":"From the Editors","year":2012,"lang":"en","type":"article","venue":"Journal of Childhood Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Prince Edward Island","funders":"","keywords":"Philosophy; Psychoanalysis; Psychology","score_opus":0.25992026777306787,"score_gpt":0.562829734200479,"score_spread":0.3029094664274111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236866150","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":[0.34849364,0.09495826,0.00070170575,0.5187685,0.021275733,0.00024296607,0.000015243367,0.000023478151,0.015520502],"genre_scores_gemma":[0.8847857,0.0077455784,0.0042989813,0.00078319036,0.10211099,0.000002029083,1.4201164e-7,0.000008168624,0.00026519614],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970113,0.0017429707,0.0002227891,0.000037825932,0.00073406595,0.0002510683],"domain_scores_gemma":[0.994157,0.0050495835,0.00019681289,0.00006540591,0.00041532892,0.00011585455],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010842777,0.000054653523,0.00017944878,0.000026347427,0.0006198819,0.00003330363,0.00023702107,0.00004030985,0.000035546804],"category_scores_gemma":[0.011273308,0.00002791581,0.00011079357,0.00014114685,0.0006878418,0.00029143985,0.000051591862,0.00039380346,0.000011757072],"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":[0.000007852055,0.00007991958,0.006511617,0.0000024734265,0.0003764383,0.0000013331301,0.6825315,4.5755587e-7,0.000013422435,0.008614072,0.29368544,0.008175513],"study_design_scores_gemma":[0.0001338574,0.00004792264,0.037871707,0.0000512222,0.000031897653,8.077991e-7,0.32500342,4.4776034e-8,0.000035715413,0.05099567,0.5857771,0.00005065181],"about_ca_topic_score_codex":0.00014034535,"about_ca_topic_score_gemma":0.00003507638,"teacher_disagreement_score":0.5362921,"about_ca_system_score_codex":0.00005205802,"about_ca_system_score_gemma":0.00014855544,"threshold_uncertainty_score":0.9970552},"labels":[],"label_agreement":null},{"id":"W4237001923","doi":"10.1108/s0163-2396(2013)0000040027","title":"Studies in Symbolic Interaction","year":2013,"lang":"en","type":"other","venue":"Studies in symbolic interaction","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Computer science","score_opus":0.531427005117402,"score_gpt":0.6611662872864039,"score_spread":0.12973928216900188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237001923","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":[0.0042870063,0.015999904,0.000057505393,0.0032330062,0.011464378,0.0014284974,0.000014973952,0.0002184482,0.9632963],"genre_scores_gemma":[0.06147341,0.13697848,0.0011251133,0.00040935967,0.0039331983,0.0011349333,0.00001959158,0.00037878615,0.79454714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99304825,0.003971225,0.00074688374,0.00066437473,0.00077580754,0.0007934861],"domain_scores_gemma":[0.9958085,0.002856007,0.00048354417,0.00033317768,0.00041708784,0.00010168278],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0046352786,0.00043811733,0.0010726962,0.0014089069,0.0002980361,0.00008433314,0.00035170835,0.00049922557,0.00094002066],"category_scores_gemma":[0.00757793,0.00039912458,0.00016248958,0.00088215875,0.001887597,0.00045186147,0.0002621561,0.0016677195,0.0005848787],"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":[0.00007354597,0.00023989796,0.000758021,0.0009730346,0.0009133103,0.000048038164,0.42320848,0.000009264313,0.000046280886,0.037062496,0.5093723,0.027295342],"study_design_scores_gemma":[0.00028328158,0.00006289658,0.000119994715,0.0029068624,0.000021991553,0.0000024228405,0.38843676,0.000017284896,0.000016591413,0.006250405,0.60151476,0.0003667557],"about_ca_topic_score_codex":0.017616427,"about_ca_topic_score_gemma":0.049770825,"teacher_disagreement_score":0.16874914,"about_ca_system_score_codex":0.0018701367,"about_ca_system_score_gemma":0.00017108697,"threshold_uncertainty_score":0.99997324},"labels":[],"label_agreement":null},{"id":"W4237409058","doi":"10.1353/vpr.0.0068","title":"Editorial Comments","year":2009,"lang":"en","type":"editorial","venue":"Victorian periodicals review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":0.06987399374656808,"score_gpt":0.5235227563023711,"score_spread":0.453648762555803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237409058","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":[3.748411e-8,0.08903043,0.000056311255,0.014986339,0.87079614,0.0010090105,0.0002386325,0.000136415,0.023746688],"genre_scores_gemma":[9.746932e-8,0.3920139,0.00055926427,0.00075462507,0.6038611,0.00007973341,0.00020206973,0.000036846435,0.0024923806],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9791452,0.010818365,0.0011253282,0.0008442148,0.006870277,0.0011965866],"domain_scores_gemma":[0.98930585,0.0065123285,0.0005722177,0.00081510196,0.0017742084,0.0010203088],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.02685921,0.00055126444,0.0017262434,0.00013769965,0.001393762,0.0005799905,0.00166329,0.0025883042,0.002134385],"category_scores_gemma":[0.077138275,0.00048789656,0.0006130406,0.00080412044,0.0014700522,0.00024953383,0.00018003005,0.0038137904,0.000932108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012420366,0.00007802415,5.290529e-7,0.0021147039,0.00005186385,0.0000072741814,0.0018863019,4.7731477e-9,8.86605e-7,0.0029418338,0.9790856,0.013820557],"study_design_scores_gemma":[0.00026875053,0.00013349271,3.9436156e-7,0.0078043137,0.000108137094,7.833994e-8,0.000077656965,7.224886e-8,2.3354951e-7,0.0026617276,0.98841804,0.00052707875],"about_ca_topic_score_codex":0.00071798114,"about_ca_topic_score_gemma":0.00027451647,"teacher_disagreement_score":0.30298346,"about_ca_system_score_codex":0.0007085166,"about_ca_system_score_gemma":0.005573039,"threshold_uncertainty_score":0.9999063},"labels":[],"label_agreement":null},{"id":"W4237581481","doi":"10.24124/2017/58914","title":"Narrative influences on northern BC women's experiences of caring for a spouse with dementia","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Western University; University of Northern British Columbia","funders":"","keywords":"Reminiscence; Spouse; Narrative; Psychology; Coping (psychology); Dementia; Psychology of self; Psychotherapist; Developmental psychology; Social psychology; Medicine; Sociology","score_opus":0.13292220358276188,"score_gpt":0.5210843057571771,"score_spread":0.38816210217441527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237581481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9523561,0.000100932084,0.00012510916,0.00017754736,0.0002023648,0.0005657665,0.0000069604157,0.000020453665,0.046444736],"genre_scores_gemma":[0.97432625,0.00014458717,0.0022171165,0.000033429103,0.000114669696,0.0012498439,0.00002360604,0.000021347158,0.021869177],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975062,0.00057332683,0.00025450432,0.0003338462,0.0009089545,0.00042319074],"domain_scores_gemma":[0.9973032,0.0010932186,0.00046338173,0.00020456394,0.00080611964,0.00012954451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031817853,0.00018400516,0.00037286474,0.000121517805,0.0012998183,0.00016065405,0.0005162218,0.00021430392,0.00032198292],"category_scores_gemma":[0.001680209,0.00013013228,0.0000832787,0.00012136568,0.000929708,0.00024476892,0.000011076339,0.00024747394,0.0000027761607],"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":[0.00029905862,0.00003658621,0.00045864037,0.00012243302,0.00014715514,8.4476596e-7,0.98067546,0.000006069678,0.00006085184,0.01278624,0.00002597452,0.0053806943],"study_design_scores_gemma":[0.00017765613,0.0005128748,0.00054541585,0.00027171432,0.000016739064,2.0281986e-8,0.9906129,0.0000020016353,0.0011843451,0.0044390196,0.0020488345,0.0001884291],"about_ca_topic_score_codex":0.007343177,"about_ca_topic_score_gemma":0.09090066,"teacher_disagreement_score":0.08355748,"about_ca_system_score_codex":0.00009568532,"about_ca_system_score_gemma":0.0011651787,"threshold_uncertainty_score":0.99972826},"labels":[],"label_agreement":null},{"id":"W4237848315","doi":"10.1007/978-1-4614-6170-8_100566","title":"Research Methodology","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Calgary","funders":"","keywords":"Computer science","score_opus":0.8890743791874842,"score_gpt":0.7141631473980996,"score_spread":0.1749112317893846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237848315","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":[4.4643318e-7,0.00037153723,0.03967832,0.015515484,0.00025051628,0.00026310646,0.0000049023392,0.00006488376,0.9438508],"genre_scores_gemma":[0.00002721167,0.0020552354,0.066115126,0.00032917588,0.0010724943,0.000011373687,0.000004303622,0.00003575424,0.93034935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9780626,0.018287277,0.00029986637,0.0004778996,0.0020728435,0.0007994631],"domain_scores_gemma":[0.9643801,0.03362525,0.00007609306,0.00036977668,0.0012264284,0.00032237358],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.13332607,0.00015371598,0.00043462904,0.00040433006,0.00095547305,0.00009445426,0.00063894206,0.0010718447,0.013707294],"category_scores_gemma":[0.012410069,0.00013219561,0.00016064149,0.000091145295,0.005227678,0.00003846824,0.00021231953,0.0024199937,0.0024653107],"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":[0.000006692407,0.0000021128444,4.0655723e-7,0.00002269309,0.000024641156,0.0000045650513,0.00531212,5.0086392e-8,0.0000046943487,0.89695334,0.038719896,0.05894879],"study_design_scores_gemma":[0.000023521077,0.000039319664,5.394082e-7,0.000022102264,0.0000026745993,1.417459e-7,0.0014517755,7.0822585e-7,0.0000032824892,0.48075017,0.5176225,0.00008326618],"about_ca_topic_score_codex":0.0034201653,"about_ca_topic_score_gemma":0.0047203265,"teacher_disagreement_score":0.47890258,"about_ca_system_score_codex":0.00019871959,"about_ca_system_score_gemma":0.0010221654,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W4238056179","doi":"10.22215/etd/2010-09027","title":"'Moving mountains' : a grounded theory of engagement with the grandmothers-to-grandmothers campaign","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Canadian Heritage; Carleton University; University of Toronto; Library and Archives Canada","funders":"","keywords":"Grounded theory; Sociology; Gender studies; Geography; Qualitative research; Social science","score_opus":0.1041978161191305,"score_gpt":0.4724068080118985,"score_spread":0.368208991892768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238056179","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":[0.18208499,0.00031608006,0.061860334,0.008855589,0.0006674153,0.003614633,0.000034539204,0.000151051,0.74241537],"genre_scores_gemma":[0.82424307,0.00041826034,0.021435328,0.0016363899,0.0005239294,0.00043845992,0.0000674746,0.00016973732,0.15106738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9913991,0.0060355715,0.00029699103,0.00035852403,0.0013979586,0.00051182223],"domain_scores_gemma":[0.994032,0.0046371575,0.00025413017,0.00037086458,0.0005234506,0.00018236182],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.024868473,0.00025435592,0.00038883305,0.0001919725,0.0011359965,0.00016167403,0.00070972147,0.00036001462,0.00107085],"category_scores_gemma":[0.0018402822,0.00014490874,0.00015899958,0.00056010106,0.00093832077,0.00011199854,0.00002724846,0.0012561578,0.000016123722],"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":[0.0005186763,0.00005420269,0.000028428876,0.00012276164,0.00017100552,0.000001714182,0.45721564,0.000003079472,0.0008810773,0.51540035,0.0004937451,0.025109315],"study_design_scores_gemma":[0.00046890712,0.00023645304,0.0006117069,0.00018781396,0.0000824181,1.5572826e-7,0.86463976,0.0000044013486,0.0005901547,0.060565807,0.072251365,0.00036107708],"about_ca_topic_score_codex":0.0073890476,"about_ca_topic_score_gemma":0.0736259,"teacher_disagreement_score":0.6421581,"about_ca_system_score_codex":0.00010712253,"about_ca_system_score_gemma":0.0008058711,"threshold_uncertainty_score":0.9998423},"labels":[],"label_agreement":null},{"id":"W4238109576","doi":"10.1080/01609513.2019.1573407","title":"From the Guest Editor","year":2019,"lang":"en","type":"article","venue":"Social Work With Groups","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Laurentian University","funders":"","keywords":"Psychology; Psychoanalysis","score_opus":0.0772413775532778,"score_gpt":0.4422033855367821,"score_spread":0.3649620079835043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238109576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5061539,0.00052257575,0.0016739911,0.3012999,0.018153293,0.0014028114,0.00006241385,0.0002586193,0.17047249],"genre_scores_gemma":[0.9103227,0.000049257185,0.0024897228,0.0011159689,0.07604625,0.000040015893,0.000013900287,0.000030150712,0.009891981],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966568,0.001870239,0.00010264428,0.00018933034,0.00080689293,0.00037412523],"domain_scores_gemma":[0.99694335,0.0026262829,0.00006205476,0.0001383163,0.00014418442,0.00008582387],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003614831,0.00008322734,0.00014066312,0.000012640078,0.0014431244,0.00014329502,0.00036281568,0.00014188599,0.00065494864],"category_scores_gemma":[0.00053953065,0.000050925828,0.00006207699,0.0006480479,0.001010826,0.00012750657,0.000050134135,0.0004626739,0.00052733556],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001473771,0.00005774531,0.03391329,0.000008873485,0.00009918474,0.0000034665045,0.3812506,5.5353235e-7,0.00003054318,0.32216415,0.2525057,0.009818517],"study_design_scores_gemma":[0.00022346766,0.00004190115,0.012912673,0.000029321627,0.000009321958,1.9696177e-8,0.083789684,6.174978e-7,0.0000045924758,0.037343353,0.8655072,0.00013785697],"about_ca_topic_score_codex":0.0023451536,"about_ca_topic_score_gemma":0.000987038,"teacher_disagreement_score":0.6130015,"about_ca_system_score_codex":0.00007540544,"about_ca_system_score_gemma":0.00020770765,"threshold_uncertainty_score":0.9998569},"labels":[],"label_agreement":null},{"id":"W4238113488","doi":"10.32920/14668779.v1","title":"Practical Application of an Indigenous Research Framework and Two Qualitative Indigenous Research Methods: Sharing Circles and Anishnaabe Symbol-Based Reflection","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Indigenous; Symbol (formal); Reflection (computer programming); Qualitative research; Sociology; Conceptual framework; Epistemology; Social science; Computer science; Philosophy; Biology; Ecology","score_opus":0.6920065173601768,"score_gpt":0.7678190292976937,"score_spread":0.07581251193751692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238113488","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5525059,0.0016840098,0.43600655,0.004125542,0.00012830144,0.0027582725,0.000034122208,0.00010189185,0.002655396],"genre_scores_gemma":[0.3994986,0.001874658,0.5976411,0.000050540206,0.00026923238,0.00046310166,0.000049868842,0.000053086143,0.000099769764],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9072858,0.08472227,0.0009203875,0.0018660595,0.003724336,0.0014811516],"domain_scores_gemma":[0.94451624,0.048167035,0.0003815209,0.0010131212,0.0052049365,0.00071713614],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.20678245,0.00032822473,0.00085252215,0.0010287263,0.0031512927,0.001230202,0.00076986355,0.0014460516,0.00006246213],"category_scores_gemma":[0.045523357,0.0003394617,0.00011050264,0.002251406,0.0057914937,0.000535617,0.0014744666,0.0077394545,0.000003942682],"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":[0.00018032148,0.00047154148,0.0010334903,0.0010094981,0.00012166728,0.000016763905,0.7755764,0.000016214539,0.003454451,0.13604961,0.000009849853,0.0820602],"study_design_scores_gemma":[0.00020798316,0.00043057036,0.0010915351,0.00036909018,0.000025243908,0.000002583172,0.48059377,0.00086814986,0.0036026502,0.51218224,0.00029310054,0.00033311584],"about_ca_topic_score_codex":0.07628909,"about_ca_topic_score_gemma":0.010685671,"teacher_disagreement_score":0.3761326,"about_ca_system_score_codex":0.0007596739,"about_ca_system_score_gemma":0.005161527,"threshold_uncertainty_score":0.99990577},"labels":[],"label_agreement":null},{"id":"W4238183321","doi":"10.1525/9780520943438","title":"Being There","year":2009,"lang":"en","type":"book","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Computer science","score_opus":0.26689676744346985,"score_gpt":0.5652076349010167,"score_spread":0.2983108674575468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238183321","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":[6.565583e-7,0.0004702928,0.0011389169,0.0070948773,0.00006194102,0.00014367417,0.0000016362828,0.000069198926,0.99101883],"genre_scores_gemma":[0.000009623523,0.0016457497,0.0074152146,0.0005763782,0.0006865224,0.0000022445918,0.000004248253,0.000011724174,0.9896483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973685,0.0012707124,0.00012943312,0.00017987473,0.0007468403,0.00030459746],"domain_scores_gemma":[0.99796253,0.0015344585,0.000050278428,0.00014487021,0.00017061448,0.00013722213],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0072193085,0.000096747324,0.00018183672,0.00005838967,0.00041207412,0.000092228176,0.00028530753,0.00040839097,0.0028467607],"category_scores_gemma":[0.001308195,0.0000792182,0.000104514795,0.000062130974,0.000620078,0.00006307675,0.000028459457,0.00065804255,0.00035052936],"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":[7.54129e-7,0.0000031239344,8.751713e-7,0.000010286412,0.000008288355,0.0000044780713,0.006246466,2.3766816e-8,3.6697676e-7,0.79305786,0.1439504,0.0567171],"study_design_scores_gemma":[0.000012707038,0.000011838008,0.0000034602735,0.000035853456,0.000002194656,2.3600577e-8,0.00072135247,2.5187052e-7,6.4213975e-7,0.47208378,0.527067,0.000060870814],"about_ca_topic_score_codex":0.0004457059,"about_ca_topic_score_gemma":0.0010235007,"teacher_disagreement_score":0.38311663,"about_ca_system_score_codex":0.00020406656,"about_ca_system_score_gemma":0.0016132136,"threshold_uncertainty_score":0.99806476},"labels":[],"label_agreement":null},{"id":"W4238206442","doi":"10.1007/978-1-4939-7131-2_100384","title":"Finding Social Positions","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Calgary","funders":"","keywords":"Psychology","score_opus":0.4826658438680992,"score_gpt":0.5921923700282629,"score_spread":0.10952652616016367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238206442","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":[0.0000044813482,0.000047249767,0.0024577389,0.0100901555,0.00018591931,0.00013728846,0.000037446487,0.000064889995,0.98697484],"genre_scores_gemma":[0.00012870472,0.0002003664,0.0060270494,0.00031768647,0.0019754819,0.000004183559,0.000013280093,0.00002072962,0.9913125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826145,0.00040735095,0.00015318266,0.00020116569,0.0006763256,0.00030051343],"domain_scores_gemma":[0.9985646,0.0008281603,0.00007495632,0.00008640912,0.0003240391,0.000121840196],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0038455916,0.00011260954,0.00017833,0.00010426984,0.0016461082,0.00011053996,0.00021524703,0.00048658228,0.031321116],"category_scores_gemma":[0.00041630687,0.000106696134,0.00015145296,0.000037600967,0.0019465651,0.000078318844,0.00006314106,0.000497454,0.0014143798],"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":[0.0000017371682,0.000002997985,2.8933243e-7,0.00000712682,0.000023719345,0.0000020888099,0.017628662,2.4955804e-9,0.0000054494535,0.9249338,0.05405655,0.003337585],"study_design_scores_gemma":[0.000018867779,0.000014751829,0.0000018155395,0.000019572804,0.0000065901368,6.899918e-8,0.0013912674,2.5672702e-7,0.00000192562,0.45823577,0.5402222,0.00008689166],"about_ca_topic_score_codex":0.0003130485,"about_ca_topic_score_gemma":0.0011434932,"teacher_disagreement_score":0.48616567,"about_ca_system_score_codex":0.00016018418,"about_ca_system_score_gemma":0.00046201271,"threshold_uncertainty_score":0.99965364},"labels":[],"label_agreement":null},{"id":"W4238350429","doi":"10.1007/978-3-319-01384-8_556","title":"Fieldwork","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Waterloo","funders":"","keywords":"Sociology","score_opus":0.3618539428442988,"score_gpt":0.5602026347458404,"score_spread":0.19834869190154164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238350429","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":[9.100202e-8,0.00024215964,0.0046612537,0.022225745,0.00021784067,0.0001070187,0.0000070915517,0.000049418668,0.97248936],"genre_scores_gemma":[0.000024411327,0.0021570968,0.0032472075,0.00043627465,0.00078772806,0.0000026420544,7.090789e-7,0.000013656789,0.9933303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866307,0.00027346055,0.00011827255,0.00016724732,0.0005438317,0.000234137],"domain_scores_gemma":[0.9973067,0.0021963748,0.00004768619,0.00015060707,0.00015734474,0.00014130112],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003441609,0.0000907362,0.00015043166,0.00004903293,0.00027259038,0.00003909729,0.00021353748,0.0004391854,0.028058253],"category_scores_gemma":[0.0008085959,0.00006131283,0.00010426642,0.00001264959,0.00083840126,0.0000469227,0.000047047768,0.00035255527,0.0015141034],"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":[0.0000016699014,8.671204e-7,6.711341e-7,0.000005095505,0.000011843788,0.0000026893165,0.0012303136,1.3221286e-9,6.382265e-7,0.9015154,0.020816162,0.076414615],"study_design_scores_gemma":[0.000014142942,0.000007176154,2.7932268e-7,0.000040948755,0.0000015746551,2.3106105e-8,0.000111011715,1.8899874e-8,9.457919e-7,0.47709686,0.5226691,0.00005791667],"about_ca_topic_score_codex":0.00013209383,"about_ca_topic_score_gemma":0.0005744962,"teacher_disagreement_score":0.5018529,"about_ca_system_score_codex":0.00006182531,"about_ca_system_score_gemma":0.00033502863,"threshold_uncertainty_score":0.99926335},"labels":[],"label_agreement":null},{"id":"W4238665897","doi":"10.22329/jtl.v4i1.85","title":"Editorial Comments","year":2006,"lang":"en","type":"editorial","venue":"Journal of Teaching and Learning","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Windsor","funders":"","keywords":"Psychology","score_opus":0.057164256216064205,"score_gpt":0.5029879376668125,"score_spread":0.4458236814507483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238665897","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":[0.0002163981,0.0006165074,0.0008929201,0.001317741,0.98695886,0.000041359006,0.0000038143075,0.000014280953,0.009938117],"genre_scores_gemma":[0.00019502605,0.0006178405,0.004957031,0.00001382548,0.9883749,5.8956465e-7,0.0000069787798,0.000020323025,0.005813523],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98104984,0.015678784,0.0004655756,0.00013763731,0.0023363135,0.00033187793],"domain_scores_gemma":[0.983232,0.015091655,0.00079859403,0.000059068207,0.0006279931,0.00019064463],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06280887,0.00014183369,0.0004296682,0.00018983561,0.001992883,0.00035614084,0.00029487617,0.00074399804,0.000014455029],"category_scores_gemma":[0.07464757,0.00011954998,0.00015059368,0.00006700921,0.0003253834,0.0002269453,0.00006351527,0.014615065,0.0000024334377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003128226,0.00002445458,0.000048202004,0.000038684157,0.00004433613,0.000006390858,0.014135096,0.000010880578,0.0000069022426,0.00034868892,0.970025,0.015280105],"study_design_scores_gemma":[0.0003288902,0.00020742128,0.00000519914,0.0003070099,0.000033056156,5.241144e-7,0.0058299988,0.0000036156805,1.979905e-7,0.0015171132,0.99164295,0.00012399466],"about_ca_topic_score_codex":0.0040659644,"about_ca_topic_score_gemma":0.00007578844,"teacher_disagreement_score":0.021618001,"about_ca_system_score_codex":0.00018279876,"about_ca_system_score_gemma":0.00077543256,"threshold_uncertainty_score":0.9993064},"labels":[],"label_agreement":null},{"id":"W4238735770","doi":"10.3138/jcfs.51.2.02","title":"Editorial Comments","year":2020,"lang":"en","type":"editorial","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Political science","score_opus":0.4621105153011926,"score_gpt":0.6231407280078418,"score_spread":0.1610302127066492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238735770","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":[0.00004950742,0.011466311,0.00020794917,0.0049102874,0.97525436,0.00021760122,0.00008696272,0.000015862723,0.0077911415],"genre_scores_gemma":[0.00014130575,0.01697466,0.001981214,0.0001386678,0.98001015,0.0000085273205,0.000006409326,0.000019685234,0.0007194036],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9864642,0.0067583807,0.0010594126,0.00025510724,0.004983554,0.00047932344],"domain_scores_gemma":[0.96637106,0.022813665,0.0015533726,0.00014069337,0.008761568,0.00035965836],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011550906,0.00034430888,0.0018195891,0.00019937797,0.00085110206,0.00017916062,0.0008888515,0.00058832834,0.000013659218],"category_scores_gemma":[0.022951787,0.0002668811,0.00041943547,0.00042867832,0.0023628606,0.00034359243,0.00023201009,0.0035612478,0.00004294409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025167092,0.000061837905,0.000008123395,0.0000739031,0.0011947624,0.000014458943,0.085966885,0.0000016061756,0.0000136303315,0.0013950038,0.91084534,0.00017278026],"study_design_scores_gemma":[0.000637346,0.00063504255,0.000009531979,0.00032682042,0.000107483334,7.960232e-8,0.08903901,4.5100177e-7,0.000004782755,0.010022058,0.8989958,0.00022156116],"about_ca_topic_score_codex":0.00012709235,"about_ca_topic_score_gemma":0.00012868454,"teacher_disagreement_score":0.02009318,"about_ca_system_score_codex":0.0005838297,"about_ca_system_score_gemma":0.0028202408,"threshold_uncertainty_score":0.99997836},"labels":[],"label_agreement":null},{"id":"W4239025702","doi":"10.5206/cie-eci.v37i2.9115","title":"Editor's Notes and Front Matter","year":2008,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Western University","funders":"","keywords":"Front (military); History; Geology; Oceanography","score_opus":0.3682976790663569,"score_gpt":0.5858403947851686,"score_spread":0.21754271571881167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239025702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79751813,0.00240669,0.0049511804,0.04354571,0.0057086297,0.00025440476,0.0000112694715,0.000023149054,0.14558084],"genre_scores_gemma":[0.9704297,0.00085941993,0.0047407565,0.0006075876,0.0028778631,0.00002460966,0.000012135494,0.0000029315981,0.020444995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992443,0.00028058345,0.00008502311,0.00011830141,0.00018755323,0.00008425599],"domain_scores_gemma":[0.99905676,0.00045255016,0.000036605186,0.000035047502,0.0003427976,0.00007623005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048517634,0.00004617946,0.00006896981,0.00005605259,0.000341769,0.000052275464,0.000066515146,0.000033840508,0.0005204935],"category_scores_gemma":[0.00036202825,0.000041936066,0.000012601001,0.000037590118,0.00057687465,0.00026278268,0.000022781223,0.00009665799,0.00009287294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036684905,0.00019961009,0.10226085,0.000012999725,0.00005135976,4.1678467e-7,0.24227305,0.0000011616719,0.00029764473,0.112474374,0.5294046,0.012987265],"study_design_scores_gemma":[0.00011711021,0.000030040132,0.15349172,0.000023003806,0.0000030084982,0.000002371073,0.01595528,0.00008141639,0.00011172085,0.028234305,0.80184305,0.00010700331],"about_ca_topic_score_codex":0.0007373422,"about_ca_topic_score_gemma":0.000107451204,"teacher_disagreement_score":0.27243844,"about_ca_system_score_codex":0.000041065225,"about_ca_system_score_gemma":0.00021814334,"threshold_uncertainty_score":0.5699039},"labels":[],"label_agreement":null},{"id":"W4239115190","doi":"10.1007/978-3-319-42951-9_5","title":"Epilogue","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Ethnography; Archaeology","score_opus":0.5154312901128223,"score_gpt":0.5945308750058512,"score_spread":0.07909958489302893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239115190","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":[1.1685431e-7,0.00025374113,0.0009803394,0.010738515,0.00024343861,0.00014073876,0.000015473148,0.000043774773,0.9875839],"genre_scores_gemma":[0.000038115944,0.0025664265,0.0043013366,0.00019146802,0.00062292104,0.000002900761,0.00000530643,0.000017320614,0.9922542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984581,0.00031511876,0.00012264171,0.00020384853,0.0006430022,0.00025732993],"domain_scores_gemma":[0.9981267,0.0010247517,0.00011181631,0.00032437246,0.00023369772,0.00017867243],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006431539,0.00010935695,0.0002114608,0.00005709947,0.0009813284,0.00014272015,0.00046982596,0.00045300758,0.0076617096],"category_scores_gemma":[0.0020611184,0.00009264623,0.00012236918,0.000003943344,0.0021231417,0.00008361121,0.00008243964,0.000587395,0.0013562063],"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":[0.0000015177148,0.0000015423693,9.019139e-7,0.000008783816,0.000016216793,0.000007020538,0.0021829833,5.248647e-9,5.1620685e-7,0.94097435,0.017612286,0.039193895],"study_design_scores_gemma":[0.000015635966,0.000009015567,0.000001609251,0.000024758414,0.0000027763358,4.446064e-8,0.00013920452,1.435853e-7,6.0495825e-7,0.46723703,0.5324987,0.000070443806],"about_ca_topic_score_codex":0.0018196142,"about_ca_topic_score_gemma":0.004599729,"teacher_disagreement_score":0.51488644,"about_ca_system_score_codex":0.00007169477,"about_ca_system_score_gemma":0.00057816034,"threshold_uncertainty_score":0.99942136},"labels":[],"label_agreement":null},{"id":"W4239443693","doi":"10.24124/2017/1401","title":"Seeking justice in Guatemala: dignifying the 'disappeared' in a context of impunity","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Northern British Columbia","funders":"","keywords":"Impunity; Accountability; Economic Justice; Acknowledgement; Political science; Politics; Context (archaeology); Criminology; Transitional justice; Human rights; Law; Sociology; Geography; Archaeology","score_opus":0.3110132890802383,"score_gpt":0.5873762540858154,"score_spread":0.2763629650055771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239443693","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":[0.27737927,0.001166637,0.00031872868,0.004146824,0.0008131181,0.0012032228,0.000022263053,0.000025302043,0.71492463],"genre_scores_gemma":[0.98649156,0.000868942,0.00037349015,0.000052448573,0.00009509936,0.000035828954,0.000026122467,0.000013593197,0.01204293],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9943953,0.0038730523,0.00041782716,0.00022097163,0.00070516905,0.00038767618],"domain_scores_gemma":[0.9950029,0.0040378245,0.00033162363,0.00025538763,0.00031107228,0.000061174665],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.018826023,0.00013046263,0.0003639114,0.00017393073,0.0005961632,0.0001291216,0.0006429753,0.00033278365,0.000105714564],"category_scores_gemma":[0.015974239,0.00009371292,0.000086842236,0.00028912164,0.0005651634,0.00019084311,0.0000363285,0.0010419267,0.000006364753],"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":[0.00008507175,0.00007019623,0.001882161,0.00087163993,0.00002100805,0.000011496614,0.66568625,0.0000031258821,0.00028209732,0.2590758,0.00013073947,0.071880415],"study_design_scores_gemma":[0.00024879814,0.000026276095,0.012172193,0.0009200747,0.000021221585,7.126531e-8,0.9515862,0.00011269381,0.00011425626,0.030650854,0.0039697327,0.00017761294],"about_ca_topic_score_codex":0.094224855,"about_ca_topic_score_gemma":0.50521755,"teacher_disagreement_score":0.7091123,"about_ca_system_score_codex":0.00013487734,"about_ca_system_score_gemma":0.000910524,"threshold_uncertainty_score":0.99231464},"labels":[],"label_agreement":null},{"id":"W4239829668","doi":"10.7202/1084379ar","title":"La place de l’éthique dans l’interprétation de la souffrance en recherche qualitative","year":2016,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Cégep de l'Outaouais; Université du Québec à Montréal","funders":"","keywords":"Philosophy; Humanities; Sociology","score_opus":0.5405115350215816,"score_gpt":0.6483811841712966,"score_spread":0.10786964914971509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239829668","genre_codex":"methods","genre_gemma":"methods","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047064375,0.0076104496,0.72725207,0.11913628,0.00034476386,0.0005137029,0.00016186421,0.00016553164,0.09775098],"genre_scores_gemma":[0.14412121,0.023368414,0.7230597,0.0012904935,0.0009301586,0.0002710958,0.0000070731116,0.00017602816,0.10677583],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.43416345,0.5617057,0.0009705288,0.00078168715,0.0010037482,0.0013749053],"domain_scores_gemma":[0.5301503,0.46767503,0.0005230999,0.00035540195,0.0007080304,0.00058815593],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.3772299,0.0005985325,0.0008252318,0.00026050012,0.00042169707,0.00024095517,0.0010205909,0.0032914309,0.00029242627],"category_scores_gemma":[0.30157906,0.00048511435,0.00045034438,0.0013927512,0.010175807,0.0012992037,0.00015327736,0.0039873593,0.00030452965],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017271924,0.00019202387,0.000081096965,0.00022232707,0.00017695616,0.000020881645,0.52112865,0.000003930311,0.008192653,0.40145212,0.00095623685,0.06740038],"study_design_scores_gemma":[0.00059873547,0.0002750931,0.0003264379,0.0011175709,0.000044380653,0.000009521454,0.44623777,0.00006599372,0.0019961374,0.49869105,0.050194103,0.0004432023],"about_ca_topic_score_codex":0.005276141,"about_ca_topic_score_gemma":0.00091818115,"teacher_disagreement_score":0.11784579,"about_ca_system_score_codex":0.007837945,"about_ca_system_score_gemma":0.005457497,"threshold_uncertainty_score":0.99976003},"labels":[],"label_agreement":null},{"id":"W4239889662","doi":"10.1007/978-1-4614-6170-8_100444","title":"Finding Social Positions","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Calgary","funders":"","keywords":"Sociology","score_opus":0.41739791444849844,"score_gpt":0.5730362472173357,"score_spread":0.15563833276883726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239889662","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":[0.000001183171,0.00004318024,0.0146804275,0.015193883,0.00014537078,0.00012536226,0.000020664822,0.00006417909,0.9697257],"genre_scores_gemma":[0.00042708503,0.0001835685,0.004558673,0.0004415603,0.0012667984,0.0000046631667,0.000014009735,0.00002129296,0.99308234],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813014,0.00055620784,0.00015869433,0.00019204602,0.00067289016,0.00028999784],"domain_scores_gemma":[0.9981992,0.0012973039,0.00007951255,0.0000861903,0.00021177215,0.00012598735],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0045876857,0.000114137554,0.00020664177,0.00010219228,0.0014338031,0.000103135535,0.00020741358,0.00047674734,0.006778126],"category_scores_gemma":[0.00048542075,0.00010853018,0.00016601321,0.000030021632,0.0010755563,0.000042914788,0.00005160268,0.00060594187,0.00066186965],"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":[0.0000012381612,0.0000019212025,3.8954337e-7,0.000010534286,0.00001963401,0.0000014087482,0.0063794334,2.0778085e-8,0.000004926741,0.960717,0.020111667,0.012751813],"study_design_scores_gemma":[0.000022170336,0.000010316985,0.0000023447487,0.00001946179,0.000006900816,6.206901e-8,0.00051272,6.795425e-7,0.0000010003306,0.4132204,0.58611035,0.000093558294],"about_ca_topic_score_codex":0.00037964273,"about_ca_topic_score_gemma":0.0008546154,"teacher_disagreement_score":0.56599873,"about_ca_system_score_codex":0.0001361963,"about_ca_system_score_gemma":0.0003286653,"threshold_uncertainty_score":0.9998662},"labels":[],"label_agreement":null},{"id":"W4240458700","doi":"10.2190/jd3m-r51h-qan1-5aud","title":"Introduction to Special Issue","year":2001,"lang":"en","type":"article","venue":"Empirical Studies of the Arts","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"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":"Psychology; Cognitive psychology","score_opus":0.4007292018033274,"score_gpt":0.6004164906083156,"score_spread":0.1996872888049882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240458700","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":[0.08088466,0.00022530535,0.0001796035,0.8582802,0.00142678,0.00021163048,0.0000012867725,0.000016711569,0.05877384],"genre_scores_gemma":[0.47679064,0.006893005,0.025773434,0.020171098,0.26095238,0.0001201515,0.0000013722693,0.000059000347,0.2092389],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808997,0.0009116271,0.00013938194,0.00013538287,0.0005009637,0.00022264593],"domain_scores_gemma":[0.9987635,0.0007395968,0.000039445407,0.00014608074,0.00023586908,0.0000754915],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0033143016,0.000049807964,0.0001405494,0.000025438245,0.00060154265,0.000014010569,0.00021059805,0.00003325497,0.0004440505],"category_scores_gemma":[0.010962033,0.000031051284,0.00006391464,0.00045099456,0.0008486301,0.000055089487,0.00017403219,0.00012854622,0.00012508755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029364954,0.000039876304,0.0019420948,0.0000059990643,0.000032556098,7.376273e-7,0.06632287,0.000008732735,0.000056896406,0.011765706,0.8968862,0.022908952],"study_design_scores_gemma":[0.000040434068,0.000044059936,0.0033935853,0.0000074183495,0.0000038141898,1.5314147e-7,0.0146688,4.576545e-7,0.00014163548,0.023081457,0.9585779,0.000040310617],"about_ca_topic_score_codex":0.00019472286,"about_ca_topic_score_gemma":0.0008921139,"teacher_disagreement_score":0.8381091,"about_ca_system_score_codex":0.00008376042,"about_ca_system_score_gemma":0.00004161174,"threshold_uncertainty_score":0.99736905},"labels":[],"label_agreement":null},{"id":"W4241328037","doi":"10.29173/slw6890","title":"Ethical Dilemmas for Researchers Working in International Contexts","year":2015,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Prince Edward Island","funders":"UNICEF","keywords":"Engineering ethics; Political science; Power (physics); Sociology; Epistemology; Public relations; Environmental ethics; Engineering","score_opus":0.3941762347090339,"score_gpt":0.5283650899955717,"score_spread":0.13418885528653784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241328037","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":[0.008628959,0.0014510748,0.014103615,0.5835109,0.0017645103,0.0013495901,0.000026599158,0.00021524048,0.38894957],"genre_scores_gemma":[0.83941597,0.00024428876,0.1195438,0.0049910764,0.002017174,0.00034226777,0.000040641942,0.000055937606,0.03334884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99461174,0.0030520877,0.00031052725,0.0002981615,0.0010807877,0.00064667186],"domain_scores_gemma":[0.9923431,0.006469602,0.00006659958,0.00016634539,0.00032573682,0.0006285709],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.018392935,0.00010572498,0.00019658898,0.00025568978,0.00032584515,0.00058681547,0.0006619483,0.0002839239,0.00031895912],"category_scores_gemma":[0.06228691,0.0001013014,0.000077932586,0.00064171955,0.0012826255,0.0006569193,0.00018790798,0.0014681907,0.00005846954],"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":[0.0003420142,0.000028997925,0.020137763,0.0000091276015,0.00002231674,0.000010292473,0.022012651,0.000009580798,0.000014918183,0.9138257,0.02719471,0.01639195],"study_design_scores_gemma":[0.00053148856,0.000029822606,0.0013114159,0.000064759515,0.0000013065758,1.1361996e-7,0.014762162,0.000062756466,0.000035296027,0.38810098,0.59499633,0.00010358055],"about_ca_topic_score_codex":0.0011467843,"about_ca_topic_score_gemma":0.0036171,"teacher_disagreement_score":0.830787,"about_ca_system_score_codex":0.00028503747,"about_ca_system_score_gemma":0.002020833,"threshold_uncertainty_score":0.94561183},"labels":[],"label_agreement":null},{"id":"W4241602051","doi":"10.24124/2010/bpgub668","title":"Journeys of disorientation &amp; dislocation: Women/invisible dis/ability in and out of social work. A transdisciplinary exploration.","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Library and Archives Canada","funders":"","keywords":"Gender studies; Sociology; Dislocation; Work (physics); Psychology; Engineering; Physics; Mechanical engineering","score_opus":0.1871108665398123,"score_gpt":0.5300044209032799,"score_spread":0.34289355436346763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241602051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826838,0.00012576988,0.0030172495,0.0035800727,0.00037220673,0.00062925374,0.00003478883,0.000015627866,0.00954123],"genre_scores_gemma":[0.9888015,0.0004222738,0.003355031,0.000008407186,0.00013258826,0.00017892217,0.00031605293,0.000019798426,0.006765474],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959163,0.0018476655,0.00073340425,0.0003238038,0.0008736214,0.00030521723],"domain_scores_gemma":[0.9977236,0.0010409161,0.0003931457,0.00015641304,0.000565083,0.00012088104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075658173,0.00016563658,0.00046343173,0.00024864322,0.00043205265,0.00005207505,0.00020611232,0.00049064186,0.00046608],"category_scores_gemma":[0.0015181896,0.00015511282,0.00009960065,0.0008474414,0.000941228,0.0005145017,0.000021266329,0.0006622499,0.000002964717],"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":[0.00023937829,0.00022108544,0.0013743507,0.00048320816,0.000020144404,1.5622277e-7,0.95381004,0.000002437461,0.0008194078,0.031626295,0.000053263735,0.011350241],"study_design_scores_gemma":[0.00047089247,0.000090958165,0.057663925,0.00013613269,0.000017049697,2.0854802e-8,0.77674085,0.000008055954,0.00029372468,0.16289102,0.0014306391,0.00025672346],"about_ca_topic_score_codex":0.00051308534,"about_ca_topic_score_gemma":0.04794068,"teacher_disagreement_score":0.17706917,"about_ca_system_score_codex":0.00013098642,"about_ca_system_score_gemma":0.00063063245,"threshold_uncertainty_score":0.96943194},"labels":[],"label_agreement":null},{"id":"W4241680067","doi":"10.1080/14708477.2018.1423720","title":"Editorial","year":2018,"lang":"en","type":"editorial","venue":"Language and Intercultural Communication","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Linguistics; Sociology; Pedagogy; Psychology; Philosophy","score_opus":0.06039137274074746,"score_gpt":0.5035461029040884,"score_spread":0.44315473016334095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241680067","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":[0.00024876234,0.0033965877,0.000018256898,0.0017725655,0.9687628,0.00016721562,0.00004919844,0.0000637239,0.02552088],"genre_scores_gemma":[0.00041322733,0.008770542,0.0014551323,0.00003864725,0.98217094,0.000020615726,0.00040467508,0.000013528495,0.0067126947],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99572355,0.0028574239,0.00020154275,0.00020260368,0.0007761366,0.0002387691],"domain_scores_gemma":[0.9961807,0.002359281,0.00013157022,0.00039805684,0.0008221353,0.00010823667],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0044599525,0.00013555605,0.00020671447,0.000046715813,0.0007132117,0.00031479765,0.00063495274,0.00081398146,0.00017805527],"category_scores_gemma":[0.009838782,0.00010647236,0.00006516925,0.00011117266,0.0011518284,0.00027037482,0.00025370577,0.0012221494,0.000057282774],"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":[0.000015077397,0.000007256143,2.3528247e-7,0.000020309672,0.000015938927,2.141321e-7,0.13346761,2.485184e-9,0.0000434591,0.0012746562,0.86006063,0.005094625],"study_design_scores_gemma":[0.000103686085,0.000053832056,6.801424e-7,0.00013579743,0.000013193212,5.7500163e-8,0.045038667,0.000001333974,0.000011649813,0.0011820272,0.95332086,0.0001382372],"about_ca_topic_score_codex":0.010233188,"about_ca_topic_score_gemma":0.006033394,"teacher_disagreement_score":0.09326023,"about_ca_system_score_codex":0.00012066126,"about_ca_system_score_gemma":0.00018217276,"threshold_uncertainty_score":0.9985018},"labels":[],"label_agreement":null},{"id":"W4241818866","doi":"10.24124/2009/bpgub572","title":"Nihl Adagwiy T'gun Adaawaks GalksiGabin (Here Is the Story of GalksiGabin): A modern auto-ethnography of a Nisga'a man.","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Art; Ethnography; Humanities; Art history; Visual arts; Sociology; Anthropology","score_opus":0.12933574945015122,"score_gpt":0.49551196992839924,"score_spread":0.36617622047824805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241818866","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":[0.1474594,0.021956094,0.0050915307,0.021869922,0.0014174844,0.004574136,0.00044020615,0.00034839005,0.7968428],"genre_scores_gemma":[0.68571573,0.016379785,0.030629069,0.0025435046,0.0009832241,0.0004604076,0.0005322711,0.00034698242,0.26240903],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9880832,0.0066363695,0.0009316258,0.0006633225,0.002873693,0.0008118115],"domain_scores_gemma":[0.9931439,0.0034574082,0.0008982563,0.00075423584,0.0014692687,0.00027690644],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014041151,0.00046705146,0.0009744093,0.00050689274,0.0009864968,0.00009112112,0.0013622417,0.0010693945,0.000965373],"category_scores_gemma":[0.0022591532,0.00034889483,0.0008536598,0.0013154362,0.0020105662,0.0002463092,0.0000567414,0.0021578008,0.0000143716825],"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":[0.00052483345,0.0006485981,0.0003237174,0.0016037975,0.0007315296,0.0000096667645,0.5885131,0.000015258741,0.0031679189,0.11452867,0.05342164,0.23651129],"study_design_scores_gemma":[0.0009882398,0.0009027131,0.007400335,0.0014879963,0.00034013615,8.075403e-7,0.6439575,0.00037994803,0.0043250453,0.2269941,0.11187435,0.0013488265],"about_ca_topic_score_codex":0.012651771,"about_ca_topic_score_gemma":0.023021497,"teacher_disagreement_score":0.53825635,"about_ca_system_score_codex":0.00012719817,"about_ca_system_score_gemma":0.002070547,"threshold_uncertainty_score":0.9999479},"labels":[],"label_agreement":null},{"id":"W4241851139","doi":"10.1093/acprof:oso/9780195187250.003.0007","title":"Issues and Examples of Transnational Research","year":2006,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Standardization; Regional science; Political science; Reliability (semiconductor); Comparative research; Qualitative research; Geography; Library science; Social science; Sociology; Computer science; Law","score_opus":0.33551584348365165,"score_gpt":0.4637728317935249,"score_spread":0.12825698830987325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241851139","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":[0.00013515042,0.00024911936,0.00037947786,0.00083197054,0.000027235677,0.00026921806,0.00015573966,0.000021232534,0.9979309],"genre_scores_gemma":[0.0011533219,0.0013895745,0.00256227,0.0000050579038,0.00008568846,4.937343e-7,0.000013595061,0.000013918019,0.99477607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725044,0.00096661714,0.00014035133,0.000266932,0.0010953357,0.0002803141],"domain_scores_gemma":[0.99729186,0.0016689897,0.000085488165,0.00014999707,0.0006811691,0.00012247023],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0039005573,0.00011917149,0.00024653334,0.000259116,0.0005845759,0.000041184278,0.0003377305,0.00037376207,0.000073475276],"category_scores_gemma":[0.00011307764,0.00013321299,0.00008416366,0.000017576253,0.0036105735,0.00008365423,0.00013246965,0.0006121565,1.418624e-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":[0.000036399422,0.0000070116325,0.0000065990484,0.00008618762,0.00003878086,0.0000100834595,0.005061229,5.0830255e-7,0.000014478877,0.989072,0.0016479229,0.0040187784],"study_design_scores_gemma":[0.00013662368,0.000044454227,0.000027735485,0.000053199077,0.000015535268,1.44975e-7,0.0012238442,0.0000023937653,0.00002764102,0.10673127,0.89162356,0.000113599745],"about_ca_topic_score_codex":0.0033497512,"about_ca_topic_score_gemma":0.0011262414,"teacher_disagreement_score":0.8899756,"about_ca_system_score_codex":0.0001006787,"about_ca_system_score_gemma":0.0003581482,"threshold_uncertainty_score":0.99910104},"labels":[],"label_agreement":null},{"id":"W4242054991","doi":"10.1016/b978-0-08-102295-5.10798-x","title":"Activist Geographies","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"St. Francis Xavier University; Okanagan College; Kelowna General Hospital","funders":"","keywords":"Relevance (law); Sociology; Engineering ethics; Political science; Epistemology; Engineering; Law","score_opus":0.11322534900507994,"score_gpt":0.43922456239537644,"score_spread":0.32599921339029647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242054991","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":[0.000010090362,0.0010284723,0.000016782113,0.001229834,0.0004666756,0.0005612416,0.000035830104,0.000077385695,0.9965737],"genre_scores_gemma":[0.00014941937,0.0017700904,0.0009636959,0.0002808955,0.00058276294,0.000015208288,0.000007669484,0.00005990149,0.99617034],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697834,0.00068565394,0.00028246734,0.00042782334,0.001112775,0.00051296625],"domain_scores_gemma":[0.99753857,0.0013055665,0.00020301505,0.00042335672,0.00030224805,0.0002272445],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004760324,0.0002826013,0.0004897512,0.00026230107,0.000574479,0.00015619792,0.0004760593,0.00056687737,0.0009276131],"category_scores_gemma":[0.00041297093,0.0002606406,0.00035174744,0.000031252177,0.0023419787,0.00007447441,0.00013274983,0.0011444465,0.00075824186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054553334,0.0000023734403,0.000004377608,0.0000481968,0.00005498682,0.0000049864816,0.0043830858,1.5976504e-8,0.000002580831,0.40530777,0.00027039458,0.58991575],"study_design_scores_gemma":[0.000063612686,0.0000347425,0.000009578248,0.00018638068,0.000022812961,2.8372193e-7,0.0004882296,1.415676e-7,0.0000025583045,0.2126304,0.78630435,0.00025691788],"about_ca_topic_score_codex":0.000022493523,"about_ca_topic_score_gemma":0.0009324838,"teacher_disagreement_score":0.7860339,"about_ca_system_score_codex":0.000113991264,"about_ca_system_score_gemma":0.00087120675,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W4242084581","doi":"10.1080/21624887.2017.1391511","title":"Interventions Introduction","year":2017,"lang":"en","type":"article","venue":"Critical Studies on Security","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"York University","funders":"","keywords":"Psychological intervention; Political science; Psychology","score_opus":0.5763013167997799,"score_gpt":0.686668197035843,"score_spread":0.11036688023606311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242084581","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":[0.06826866,0.0021280898,0.0013378719,0.8100071,0.0043546413,0.0003212758,0.000028390969,0.00012812074,0.11342585],"genre_scores_gemma":[0.9959851,0.00086292054,0.0007658266,0.00019732179,0.0015574235,0.000023255403,5.6292106e-7,0.000004335386,0.00060324796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99772906,0.0012012669,0.00016057117,0.00020966765,0.00041383467,0.00028556708],"domain_scores_gemma":[0.997236,0.0018072788,0.00004235087,0.00027263234,0.000507902,0.00013381589],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0065046437,0.000063620144,0.00016019958,0.000027295358,0.004163553,0.000198362,0.00026127457,0.000064421154,0.00017063851],"category_scores_gemma":[0.11219278,0.000054826465,0.00011941343,0.000046413075,0.004808932,0.00021795195,0.00014605418,0.00035044434,0.00010872958],"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":[0.00000997509,0.00008672492,0.00008875945,0.00009710249,0.000019058156,0.0000028580873,0.015950039,4.9077176e-8,0.000003961422,0.97455055,0.0063241944,0.0028667126],"study_design_scores_gemma":[0.00012683745,0.000123051,0.0009231423,0.00010526532,0.000014693015,1.528317e-7,0.04454716,0.000003767,0.00010878746,0.85223347,0.10170942,0.00010428902],"about_ca_topic_score_codex":0.00024417776,"about_ca_topic_score_gemma":0.0010935017,"teacher_disagreement_score":0.92771643,"about_ca_system_score_codex":0.000098186116,"about_ca_system_score_gemma":0.000037618294,"threshold_uncertainty_score":0.9978994},"labels":[],"label_agreement":null},{"id":"W4242130866","doi":"10.1007/978-94-007-0753-5_102529","title":"Mixed Methodology","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Computer science","score_opus":0.7524860627173885,"score_gpt":0.5969004658601175,"score_spread":0.15558559685727102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242130866","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":[3.6063545e-7,0.00019164388,0.14551182,0.008198118,0.0003949296,0.00013940566,0.0000049603577,0.00006566375,0.8454931],"genre_scores_gemma":[0.000012938445,0.00085086795,0.14525443,0.00056032144,0.00061199523,0.000004539637,0.0000048345646,0.000023877172,0.8526762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939636,0.0044605006,0.0002343055,0.0003053867,0.00066315546,0.0003730334],"domain_scores_gemma":[0.9887891,0.010341388,0.000113506016,0.00023362177,0.00030530634,0.00021707456],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.025551388,0.0001556598,0.00041186248,0.00012355142,0.0003551563,0.000045431414,0.00035216083,0.0007851884,0.009308974],"category_scores_gemma":[0.0053932513,0.00013245638,0.00017691536,0.00002742622,0.0018608337,0.000028237804,0.0000861786,0.000756983,0.0010134644],"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":[0.0000037943532,0.0000012791993,4.1553702e-7,0.00001522256,0.000029027045,0.0000022951283,0.0022929644,4.230112e-8,0.0000043382447,0.9045934,0.01695728,0.07609993],"study_design_scores_gemma":[0.000025349997,0.000020514344,7.9931556e-7,0.000012063992,0.0000064050737,1.2318927e-7,0.00035625245,7.649707e-7,0.000004219318,0.4706676,0.5288132,0.00009270675],"about_ca_topic_score_codex":0.0010058053,"about_ca_topic_score_gemma":0.003019149,"teacher_disagreement_score":0.5118559,"about_ca_system_score_codex":0.00008234283,"about_ca_system_score_gemma":0.00041404014,"threshold_uncertainty_score":0.9997644},"labels":[],"label_agreement":null},{"id":"W4242544056","doi":"10.24124/2010/bpgub697","title":"Building consultation from the bottom up: A case study of the North Yukon.","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Indigenous; Treaty; Legislation; Natural resource; Political science; Resource (disambiguation); Corporate governance; Process (computing); Population; Environmental planning; Natural resource management; Public administration; Public relations; Law; Geography; Law and economics; Environmental ethics; Sociology; Management; Ecology; Economics; Computer science","score_opus":0.1788294185197721,"score_gpt":0.541950590507519,"score_spread":0.36312117198774696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242544056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921881,0.00008367241,0.00015615996,0.0010427807,0.0009758236,0.0010692012,0.000042945496,0.000019418489,0.0044218902],"genre_scores_gemma":[0.98951346,0.00006463112,0.0026263208,0.00009099749,0.00021618146,0.000062044215,0.000029173349,0.000016756389,0.0073804236],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9935144,0.004582032,0.00034367744,0.00025533393,0.0010775713,0.00022697983],"domain_scores_gemma":[0.9895399,0.008919151,0.00033827784,0.0003264585,0.0008063973,0.0000697933],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0051991735,0.00013786266,0.0002248584,0.000043076536,0.0014013656,0.00012726733,0.0005460178,0.00024037194,0.00013779635],"category_scores_gemma":[0.009482869,0.000072528645,0.000101530655,0.00052232965,0.00047246166,0.000097544056,0.00004137887,0.0013677818,0.000004083899],"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":[0.00003955461,0.00013675635,0.0033069237,0.00002541131,0.00011697738,0.000020964972,0.9558298,0.0000018065467,0.00025708156,0.020983446,0.0006931103,0.018588144],"study_design_scores_gemma":[0.00029906398,0.000047181693,0.010612323,0.00004008855,0.00007267118,8.564816e-7,0.97582513,0.000020139643,0.00008446283,0.01037899,0.0024934253,0.0001256714],"about_ca_topic_score_codex":0.27212504,"about_ca_topic_score_gemma":0.8035812,"teacher_disagreement_score":0.5314562,"about_ca_system_score_codex":0.000038783033,"about_ca_system_score_gemma":0.0007682897,"threshold_uncertainty_score":0.9998987},"labels":[],"label_agreement":null},{"id":"W4242699677","doi":"10.3138/jcfs.43.5.1","title":"Editor’s Comments","year":2012,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Political science","score_opus":0.6115851753419763,"score_gpt":0.6454343769283428,"score_spread":0.033849201586366506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242699677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69435424,0.10604777,0.006673966,0.030391423,0.033794485,0.00050239346,0.000014373492,0.00003870385,0.12818265],"genre_scores_gemma":[0.9755932,0.0044206884,0.0077437405,0.0005157673,0.010979601,0.0000041466046,1.6945972e-7,0.0000052139094,0.0007374473],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955806,0.0027440514,0.00036288984,0.00005343681,0.00089836493,0.00036063266],"domain_scores_gemma":[0.9948892,0.0031903055,0.00032157393,0.000059907245,0.0013307704,0.0002082479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009696386,0.000092516995,0.0004179611,0.00009875846,0.00055351417,0.000032751723,0.00021006729,0.000044860764,0.000017795626],"category_scores_gemma":[0.0014802545,0.00006555369,0.00011156091,0.00022250533,0.0011943751,0.00053680607,0.000060151357,0.0003891225,0.000028399081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058186164,0.00018845027,0.011359291,0.000016582588,0.0005130415,0.0000022843933,0.34687957,0.0000028715326,0.00022418423,0.05257857,0.5871531,0.0010238935],"study_design_scores_gemma":[0.00023082925,0.00013930109,0.012593502,0.00005532814,0.000019740726,5.5300444e-7,0.30440995,7.7782965e-7,0.00008209673,0.008621347,0.6737684,0.00007818189],"about_ca_topic_score_codex":0.000035948568,"about_ca_topic_score_gemma":0.000026488213,"teacher_disagreement_score":0.281239,"about_ca_system_score_codex":0.00016897012,"about_ca_system_score_gemma":0.0001547047,"threshold_uncertainty_score":0.44007248},"labels":[],"label_agreement":null},{"id":"W4242728657","doi":"10.1002/9781118786352.wbieg0378.pub2","title":"Autobiography","year":2020,"lang":"en","type":"other","venue":"International Encyclopedia of Geography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Brock University","funders":"","keywords":"Biography; Reflexivity; Solidarity; Sociology; Ethnography; Semiotics; Empiricism; Epistemology; Humanism; Aesthetics; Nature versus nurture; Dialogic; Autoethnography; Literature; Gender studies; Philosophy; Social science; Art; Anthropology; Political science; Law","score_opus":0.04626243436068492,"score_gpt":0.4276293276144588,"score_spread":0.38136689325377393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242728657","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":[0.0000041046483,0.0010886666,0.0009659975,0.005749594,0.0013593427,0.00023271807,0.0003021628,0.00015563078,0.9901418],"genre_scores_gemma":[0.00040822153,0.090890266,0.048883636,0.0007081297,0.00429343,0.00008284088,0.00020464492,0.00042052512,0.85410833],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99740064,0.00056781364,0.0002807745,0.0003032757,0.0011885904,0.00025888733],"domain_scores_gemma":[0.9987417,0.0004344378,0.0002931581,0.00016025343,0.00017887054,0.0001916007],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001047229,0.00017074379,0.00029097014,0.0009541617,0.000075036056,0.000034397828,0.0007892712,0.0003167692,0.0072389985],"category_scores_gemma":[0.0008488308,0.00017068547,0.00039726586,0.00061173784,0.0012711714,0.000062108105,0.00009122126,0.00038496574,0.000080752434],"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":[0.000015155888,0.00008018627,0.007268526,0.00007119616,0.0004775435,0.000009789916,0.0026711614,1.9827365e-7,0.0000035520816,0.16978343,0.8005151,0.01910415],"study_design_scores_gemma":[0.0001175456,0.000030391322,0.00068718847,0.0001091888,0.000017216638,9.032462e-8,0.00051340926,0.0000013752759,0.0000014607641,0.0105524175,0.98780364,0.00016607094],"about_ca_topic_score_codex":0.008553506,"about_ca_topic_score_gemma":0.0008904711,"teacher_disagreement_score":0.18728852,"about_ca_system_score_codex":0.000016435262,"about_ca_system_score_gemma":0.00021928182,"threshold_uncertainty_score":0.9980486},"labels":[],"label_agreement":null},{"id":"W4243107573","doi":"10.1007/s10624-018-9529-2","title":"Response to commentaries","year":2018,"lang":"en","type":"article","venue":"Dialectical Anthropology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Trent University","funders":"","keywords":"Political science; Philosophy; Sociology; Epistemology","score_opus":0.21291836349895593,"score_gpt":0.5999433485223757,"score_spread":0.3870249850234198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243107573","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":[0.062561795,0.000027234602,0.037293956,0.8478569,0.0012582467,0.00020436694,0.000006771429,0.00007744638,0.050713286],"genre_scores_gemma":[0.9678221,0.000045623616,0.015347036,0.013401339,0.0009215233,0.000019274692,8.502981e-7,0.000010515457,0.0024317736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931128,0.005799834,0.00012408568,0.0001916135,0.0002686211,0.00050305756],"domain_scores_gemma":[0.992176,0.007165401,0.000016005575,0.00012203379,0.00023334654,0.00028722838],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0059492113,0.00006243495,0.0001383376,0.000079107085,0.00127007,0.00004488505,0.00018192473,0.0001178791,0.00678582],"category_scores_gemma":[0.025764115,0.00005538928,0.000034384837,0.00039268105,0.012493217,0.00005776988,0.00008822469,0.00019459614,0.0010641568],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011868764,0.00010487049,0.001105506,0.0000027357478,0.000020021836,0.00001221477,0.07762886,3.590496e-8,0.0016317279,0.83875537,0.06729762,0.012254153],"study_design_scores_gemma":[0.0001105519,0.00079033204,0.00079282594,0.0000033064011,0.0000026967339,5.536635e-7,0.011807342,0.0000022382485,0.0012449021,0.05898295,0.9261804,0.00008186586],"about_ca_topic_score_codex":0.0056671137,"about_ca_topic_score_gemma":0.006733666,"teacher_disagreement_score":0.90526026,"about_ca_system_score_codex":0.00010317617,"about_ca_system_score_gemma":0.00029142745,"threshold_uncertainty_score":0.99971366},"labels":[],"label_agreement":null},{"id":"W4243462461","doi":"10.3138/jcfs.51.1.001","title":"Editorial Comments","year":2020,"lang":"en","type":"editorial","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Political science","score_opus":0.4621105153011926,"score_gpt":0.6231407280078418,"score_spread":0.1610302127066492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243462461","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":[0.00004950742,0.011466311,0.00020794917,0.0049102874,0.97525436,0.00021760122,0.00008696272,0.000015862723,0.0077911415],"genre_scores_gemma":[0.00014130575,0.01697466,0.001981214,0.0001386678,0.98001015,0.0000085273205,0.000006409326,0.000019685234,0.0007194036],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9864642,0.0067583807,0.0010594126,0.00025510724,0.004983554,0.00047932344],"domain_scores_gemma":[0.96637106,0.022813665,0.0015533726,0.00014069337,0.008761568,0.00035965836],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011550906,0.00034430888,0.0018195891,0.00019937797,0.00085110206,0.00017916062,0.0008888515,0.00058832834,0.000013659218],"category_scores_gemma":[0.022951787,0.0002668811,0.00041943547,0.00042867832,0.0023628606,0.00034359243,0.00023201009,0.0035612478,0.00004294409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025167092,0.000061837905,0.000008123395,0.0000739031,0.0011947624,0.000014458943,0.085966885,0.0000016061756,0.0000136303315,0.0013950038,0.91084534,0.00017278026],"study_design_scores_gemma":[0.000637346,0.00063504255,0.000009531979,0.00032682042,0.000107483334,7.960232e-8,0.08903901,4.5100177e-7,0.000004782755,0.010022058,0.8989958,0.00022156116],"about_ca_topic_score_codex":0.00012709235,"about_ca_topic_score_gemma":0.00012868454,"teacher_disagreement_score":0.02009318,"about_ca_system_score_codex":0.0005838297,"about_ca_system_score_gemma":0.0028202408,"threshold_uncertainty_score":0.99997836},"labels":[],"label_agreement":null},{"id":"W4243967396","doi":"10.1080/19186444.2019.1698127","title":"Introduction to the special issue","year":2019,"lang":"en","type":"article","venue":"Transnational Corporation Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Business; Economics","score_opus":0.13736834275162416,"score_gpt":0.48524580611759666,"score_spread":0.3478774633659725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243967396","genre_codex":"commentary","genre_gemma":"other","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":[0.00015240678,0.00092781894,0.006524583,0.9537265,0.0008102754,0.0011638035,0.000008957183,0.000021606122,0.03666409],"genre_scores_gemma":[0.08572198,0.10660719,0.08709479,0.13488962,0.23509344,0.0014549063,0.0010836115,0.00014558843,0.34790885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727285,0.0014160905,0.00021096079,0.0001656992,0.0008075404,0.00012687595],"domain_scores_gemma":[0.99891806,0.00034171756,0.00006555579,0.00012668647,0.00047864535,0.00006936692],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00754476,0.000056780795,0.00011668083,0.000039494877,0.00028777384,0.00005494931,0.0001717206,0.00003618941,0.013091343],"category_scores_gemma":[0.0006970029,0.000040752097,0.000057163463,0.00058170874,0.0001086812,0.00022288454,0.0000065549802,0.00015424234,0.0014433769],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004623619,0.000008751839,0.000010949279,0.000092263865,0.0000040318873,7.3864754e-8,0.001171823,0.000013522551,0.000028392122,0.8487197,0.13330047,0.016645363],"study_design_scores_gemma":[0.000043366126,0.000025504254,0.00028479076,0.000038434704,0.000006155864,2.1644665e-7,0.00023672899,0.000008119483,0.000010166728,0.015216227,0.98407376,0.000056544977],"about_ca_topic_score_codex":0.000025501582,"about_ca_topic_score_gemma":0.00034484637,"teacher_disagreement_score":0.8507733,"about_ca_system_score_codex":0.00006713439,"about_ca_system_score_gemma":0.0002459478,"threshold_uncertainty_score":0.9993341},"labels":[],"label_agreement":null},{"id":"W4244115305","doi":"10.2202/1932-0183.1072","title":"From the Editors","year":2007,"lang":"en","type":"article","venue":"Basic Income Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Trinity College","funders":"","keywords":"Basic income; Economics; Political science; Law and economics; Neoclassical economics; Market economy","score_opus":0.2731754315861634,"score_gpt":0.5796600436437941,"score_spread":0.30648461205763067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244115305","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":[0.3456695,0.012569509,0.00623118,0.37792778,0.022983821,0.0009421134,0.00005608253,0.00030395977,0.23331605],"genre_scores_gemma":[0.89451516,0.0025502217,0.011347253,0.002073058,0.08201041,0.0000383976,0.0000025931074,0.00002608624,0.007436795],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.997697,0.0010813023,0.0001472047,0.0001297127,0.00060277677,0.00034201326],"domain_scores_gemma":[0.9878041,0.011704674,0.000043521828,0.00013232761,0.00025216988,0.00006318812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014612873,0.00006532785,0.00012871758,0.000024493125,0.0012728388,0.000034004865,0.0002454309,0.00005388572,0.00006331384],"category_scores_gemma":[0.008273213,0.00003865343,0.000052618678,0.00027381224,0.0020828857,0.000079829304,0.00011190375,0.00024569774,0.00007014183],"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":[0.000026931033,0.000031383326,0.014767531,0.000014827159,0.00023487983,0.000012877893,0.5755022,3.0257075e-7,0.00004015539,0.20551793,0.16485806,0.038992923],"study_design_scores_gemma":[0.00007167706,0.000017037068,0.015169224,0.00002349471,0.0000065046174,2.7825008e-8,0.26425084,2.8254817e-7,0.00004356817,0.119601175,0.6007513,0.000064904554],"about_ca_topic_score_codex":0.004519393,"about_ca_topic_score_gemma":0.0037890573,"teacher_disagreement_score":0.54884565,"about_ca_system_score_codex":0.0000944727,"about_ca_system_score_gemma":0.000093566814,"threshold_uncertainty_score":0.9904406},"labels":[],"label_agreement":null},{"id":"W4244191976","doi":"10.1080/08929092.2001.10012525","title":"From the Editors","year":2001,"lang":"en","type":"article","venue":"Youth Theatre Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Victoria","funders":"","keywords":"Sociology; Pedagogy; Psychology","score_opus":0.20640484955408037,"score_gpt":0.4963755453705793,"score_spread":0.2899706958164989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244191976","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":[0.20172642,0.0018544786,0.016822463,0.42606348,0.014014515,0.0003103781,0.00007480557,0.000099733,0.33903375],"genre_scores_gemma":[0.83104855,0.0025432066,0.004179398,0.0015349024,0.15746997,0.000003218597,0.0000037604566,0.000025757034,0.0031912674],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99559283,0.0030599167,0.00015300531,0.000086682485,0.0007701162,0.00033747638],"domain_scores_gemma":[0.9976788,0.0017873212,0.00006916668,0.000116604024,0.0001423186,0.00020579898],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008877912,0.00006205596,0.000091568116,0.000026384978,0.0015183124,0.00025735167,0.00040639352,0.00008122013,0.00088948203],"category_scores_gemma":[0.0011039004,0.000034475746,0.00009762751,0.00021434919,0.0005281101,0.00016659826,0.000030739597,0.00073321833,0.00007750095],"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":[0.000064435015,0.00005306707,0.011865728,0.0000011252082,0.00008325209,0.000043235956,0.70259345,0.000004505368,0.00004655319,0.0061418302,0.104584455,0.17451838],"study_design_scores_gemma":[0.00013497802,0.000024430014,0.0009146874,0.000023095641,0.000012845839,0.0000030669091,0.26277947,0.000005388156,0.0000047994768,0.0894591,0.646575,0.00006312207],"about_ca_topic_score_codex":0.003854751,"about_ca_topic_score_gemma":0.0003219173,"teacher_disagreement_score":0.6293221,"about_ca_system_score_codex":0.00006752251,"about_ca_system_score_gemma":0.00029201238,"threshold_uncertainty_score":0.99978155},"labels":[],"label_agreement":null},{"id":"W4244330884","doi":"10.32920/14668779","title":"Practical Application of an Indigenous Research Framework and Two Qualitative Indigenous Research Methods: Sharing Circles and Anishnaabe Symbol-Based Reflection","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Indigenous; Symbol (formal); Reflection (computer programming); Qualitative research; Sociology; Conceptual framework; Epistemology; Social science; Computer science; Philosophy; Ecology; Biology","score_opus":0.6920065173601768,"score_gpt":0.7678190292976937,"score_spread":0.07581251193751692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244330884","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5525059,0.0016840098,0.43600655,0.004125542,0.00012830144,0.0027582725,0.000034122208,0.00010189185,0.002655396],"genre_scores_gemma":[0.3994986,0.001874658,0.5976411,0.000050540206,0.00026923238,0.00046310166,0.000049868842,0.000053086143,0.000099769764],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9072858,0.08472227,0.0009203875,0.0018660595,0.003724336,0.0014811516],"domain_scores_gemma":[0.94451624,0.048167035,0.0003815209,0.0010131212,0.0052049365,0.00071713614],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.20678245,0.00032822473,0.00085252215,0.0010287263,0.0031512927,0.001230202,0.00076986355,0.0014460516,0.00006246213],"category_scores_gemma":[0.045523357,0.0003394617,0.00011050264,0.002251406,0.0057914937,0.000535617,0.0014744666,0.0077394545,0.000003942682],"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":[0.00018032148,0.00047154148,0.0010334903,0.0010094981,0.00012166728,0.000016763905,0.7755764,0.000016214539,0.003454451,0.13604961,0.000009849853,0.0820602],"study_design_scores_gemma":[0.00020798316,0.00043057036,0.0010915351,0.00036909018,0.000025243908,0.000002583172,0.48059377,0.00086814986,0.0036026502,0.51218224,0.00029310054,0.00033311584],"about_ca_topic_score_codex":0.07628909,"about_ca_topic_score_gemma":0.010685671,"teacher_disagreement_score":0.3761326,"about_ca_system_score_codex":0.0007596739,"about_ca_system_score_gemma":0.005161527,"threshold_uncertainty_score":0.99990577},"labels":[],"label_agreement":null},{"id":"W4244568865","doi":"10.1093/obo/9780199756384-0228","title":"Erving Goffman","year":2019,"lang":"en","type":"reference-entry","venue":"","topic":"Qualitative Research Methods and Ethics","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":"Sociology; Ethnography; Ukrainian; Gender studies; Media studies; Anthropology","score_opus":0.3862747530551329,"score_gpt":0.5770550911396801,"score_spread":0.1907803380845472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244568865","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":[0.000019004272,0.0026359302,0.0018078509,0.005834305,0.0014435488,0.00030403995,0.000035286143,0.00008538249,0.98783463],"genre_scores_gemma":[0.0000860436,0.1105924,0.006149397,0.00029474785,0.0012757931,0.000011833861,0.000035827394,0.000023931632,0.88153005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940147,0.0034112034,0.00023530456,0.00036572324,0.0013308462,0.0006422397],"domain_scores_gemma":[0.99603087,0.002998142,0.00011462106,0.00030935067,0.00031534114,0.00023167742],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008253629,0.00017491305,0.00038695562,0.00014279148,0.00048366247,0.00021306684,0.00064943,0.00074131903,0.006086882],"category_scores_gemma":[0.0033587003,0.00014242274,0.00016986964,0.00029088728,0.0005884884,0.00013407865,0.00017529113,0.0013073494,0.0015363944],"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":[0.0000020608106,0.000013084522,0.000039605275,0.00021026908,0.000030163545,0.0000022743095,0.006326263,6.231884e-8,1.3916201e-7,0.35357627,0.484619,0.15518083],"study_design_scores_gemma":[0.000054636366,0.000023581026,0.00001965936,0.00026396965,0.00000882734,8.467077e-8,0.010374304,0.00000360709,0.0000010447458,0.041964985,0.94708365,0.00020163231],"about_ca_topic_score_codex":0.007864909,"about_ca_topic_score_gemma":0.0031512734,"teacher_disagreement_score":0.4624647,"about_ca_system_score_codex":0.00024128689,"about_ca_system_score_gemma":0.0021170196,"threshold_uncertainty_score":0.99924105},"labels":[],"label_agreement":null},{"id":"W4244846317","doi":"10.3138/jcfs.44.2.1","title":"Editor’s Comments","year":2013,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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","score_opus":0.500403835133847,"score_gpt":0.6131368919407165,"score_spread":0.11273305680686951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244846317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.766221,0.02801734,0.0046874885,0.07180757,0.015134822,0.00082297163,0.000008164216,0.0000384026,0.11326228],"genre_scores_gemma":[0.97087675,0.005689235,0.013341326,0.0011058954,0.0068518464,0.00001816583,2.4045187e-7,0.000007939159,0.0021085697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960294,0.002342114,0.00040409827,0.00007628141,0.0008819882,0.00026615115],"domain_scores_gemma":[0.9936273,0.0031754044,0.00032842116,0.00006664825,0.0026475429,0.00015468163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004554825,0.000095903364,0.0004379392,0.00010394335,0.000540475,0.000078900666,0.00026413772,0.000044841243,0.000056458706],"category_scores_gemma":[0.0013525392,0.00006650498,0.00011027664,0.00022427509,0.0013900484,0.000485284,0.00006205213,0.0003945451,0.00008218929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001994986,0.00008242848,0.0016507332,0.00001260818,0.00038073145,0.0000030637095,0.1333057,0.000004875359,0.0003458903,0.018036647,0.84463197,0.001525427],"study_design_scores_gemma":[0.00034951078,0.00029067282,0.013484034,0.000090854235,0.000016247679,4.9004313e-7,0.41593543,0.000006391109,0.000079205536,0.064400405,0.50523776,0.00010901899],"about_ca_topic_score_codex":0.00019295025,"about_ca_topic_score_gemma":0.000059564223,"teacher_disagreement_score":0.3393942,"about_ca_system_score_codex":0.00014203502,"about_ca_system_score_gemma":0.00019709018,"threshold_uncertainty_score":0.5121691},"labels":[],"label_agreement":null},{"id":"W4245034275","doi":"10.1176/appi.focus.20160002","title":"From the Guest Editors","year":2016,"lang":"en","type":"editorial","venue":"FOCUS The Journal of Lifelong Learning in Psychiatry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 British Columbia","funders":"","keywords":"Art","score_opus":0.03818275259576965,"score_gpt":0.45379594069337775,"score_spread":0.4156131880976081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245034275","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":[0.00036479734,0.0045835194,0.00042508103,0.090409905,0.90226036,0.0001515959,0.0000282985,0.00001823196,0.0017582042],"genre_scores_gemma":[0.00031761086,0.005410046,0.0010647187,0.000082366794,0.99116147,0.0000039468227,0.000003443361,0.00005054831,0.0019058331],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9756471,0.019207079,0.0009796926,0.00022635922,0.0033096338,0.00063013553],"domain_scores_gemma":[0.94679815,0.050050844,0.001639245,0.00037464796,0.0009281186,0.00020897885],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.048044994,0.000275174,0.0005648625,0.00017770623,0.001203185,0.00023308159,0.002262161,0.000996819,0.00013037212],"category_scores_gemma":[0.047612984,0.00013102469,0.00033520925,0.00048142695,0.0013456969,0.00025885933,0.00014793834,0.0082143955,0.00006155097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001394734,0.000034635254,0.0017468756,0.000013462693,0.00011685702,0.0000043207087,0.024382735,0.000009223886,0.0000022563088,0.00031703402,0.97076225,0.0024708943],"study_design_scores_gemma":[0.00042065332,0.00017997398,0.00029171654,0.0011402696,0.000062584004,6.6307774e-7,0.016701085,7.425117e-7,0.0000010933866,0.023371013,0.9576483,0.00018192298],"about_ca_topic_score_codex":0.0048282566,"about_ca_topic_score_gemma":0.0030673584,"teacher_disagreement_score":0.09032754,"about_ca_system_score_codex":0.00028212304,"about_ca_system_score_gemma":0.004766185,"threshold_uncertainty_score":0.9940737},"labels":[],"label_agreement":null},{"id":"W4245157365","doi":"10.3138/jcfs.50.1.01","title":"Editorial Comments","year":2019,"lang":"en","type":"editorial","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Political science","score_opus":0.40155249875328086,"score_gpt":0.6223925900085264,"score_spread":0.22084009125524556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245157365","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":[0.0001471404,0.012301993,0.00014897894,0.0013545349,0.9736048,0.00028058124,0.00007829663,0.000011268901,0.0120724],"genre_scores_gemma":[0.00013828506,0.020498479,0.0012295824,0.00006667496,0.97454923,0.000007534075,0.0000061930177,0.000020105152,0.0034838966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9864222,0.006612879,0.0010412185,0.00025088643,0.005134349,0.0005384724],"domain_scores_gemma":[0.9560372,0.0314084,0.0016785691,0.00020323166,0.010448604,0.00022396434],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01739115,0.00034884113,0.0018622493,0.00029235796,0.0007119255,0.00017550518,0.0009062059,0.0007113117,0.0000172415],"category_scores_gemma":[0.01608234,0.00026443327,0.0004283175,0.0003464431,0.0020979994,0.0004030424,0.00021357635,0.003285084,0.0000786868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002185766,0.00007980291,0.000014615263,0.00008763685,0.0011846581,0.0000057982274,0.056918565,0.000004117811,0.0000116910805,0.0014911339,0.9398312,0.00015221816],"study_design_scores_gemma":[0.00075351406,0.0005914731,0.000012907588,0.00047844293,0.00009699517,9.04407e-8,0.08054787,4.5221282e-7,0.000003649656,0.0076634507,0.90961534,0.00023580177],"about_ca_topic_score_codex":0.00017630361,"about_ca_topic_score_gemma":0.0001493735,"teacher_disagreement_score":0.030384965,"about_ca_system_score_codex":0.00080523535,"about_ca_system_score_gemma":0.0032924584,"threshold_uncertainty_score":0.9999808},"labels":[],"label_agreement":null},{"id":"W4245460889","doi":"10.24124/2002/bpgub242","title":"Meanings of health and well-being for rural lesbians in northern British Columbia.","year":2002,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Bibliothèque et Archives nationales du Québec; University of Victoria","funders":"","keywords":"Gender studies; Sociology; History; Geography","score_opus":0.09105753882674024,"score_gpt":0.47390148849644653,"score_spread":0.3828439496697063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245460889","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8261859,0.0024784836,0.00050439837,0.0022793873,0.00024712097,0.0014892911,0.000027031881,0.00003847571,0.16674995],"genre_scores_gemma":[0.4747025,0.020129671,0.019494826,0.00057825074,0.00024697123,0.00021793928,0.0004812369,0.000116863564,0.48403174],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99753433,0.0010796541,0.00038911751,0.00019532861,0.0004338234,0.00036776243],"domain_scores_gemma":[0.9983264,0.0010071868,0.00019506052,0.000059802576,0.00028898858,0.00012252605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059694373,0.00007212758,0.00036699278,0.000060594608,0.0004269731,0.00019441423,0.00013338041,0.00022991869,0.00014967097],"category_scores_gemma":[0.001779274,0.000109919936,0.000068440226,0.00020852961,0.00025300818,0.00009457928,0.000009381592,0.00028887633,0.0000012899905],"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":[0.000024554323,0.00008765243,0.024559028,0.0014441569,0.00004357456,0.0000025541544,0.5189167,3.8312143e-7,0.000018752837,0.014019836,0.0040098643,0.43687293],"study_design_scores_gemma":[0.0006513305,0.0002955066,0.016479116,0.0013003891,0.00001050545,4.9825286e-7,0.87429035,0.00005023095,0.0000063963803,0.083340295,0.023207141,0.00036826154],"about_ca_topic_score_codex":0.5928979,"about_ca_topic_score_gemma":0.98798287,"teacher_disagreement_score":0.4365047,"about_ca_system_score_codex":0.00010353264,"about_ca_system_score_gemma":0.0005232525,"threshold_uncertainty_score":0.4482405},"labels":[],"label_agreement":null},{"id":"W4245637411","doi":"10.3138/jcfs.41.5.3","title":"Editor’s Comments","year":2010,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Economics","score_opus":0.4572176832067705,"score_gpt":0.6288826932917083,"score_spread":0.17166501008493784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245637411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87308615,0.005806375,0.001792234,0.028782995,0.024437075,0.00027411466,0.000009131948,0.000023243201,0.06578869],"genre_scores_gemma":[0.97098374,0.0022796942,0.015519555,0.0005583321,0.009673018,0.000004831315,2.0393416e-7,0.0000064467076,0.00097415864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968398,0.0015692686,0.00037296058,0.00007912947,0.00089168746,0.00024714792],"domain_scores_gemma":[0.99401283,0.0033854682,0.00032808917,0.00007881155,0.0020413299,0.00015345188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007749959,0.00009360652,0.00041388895,0.000107116815,0.0006231955,0.00005544459,0.00029783187,0.00006140247,0.000026535718],"category_scores_gemma":[0.0023094253,0.00006673093,0.0001140391,0.00021815367,0.0018729377,0.00029233398,0.000060141974,0.000854888,0.000019744946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087810375,0.0001744801,0.003850353,0.000018493964,0.0005567909,0.000012449876,0.23404413,0.0000035609435,0.0043817037,0.10505497,0.6497063,0.002108946],"study_design_scores_gemma":[0.00031658134,0.00019513372,0.006838268,0.000041076593,0.000016375558,8.327061e-7,0.18556659,0.0000027114768,0.00020207751,0.037602346,0.76912713,0.00009084595],"about_ca_topic_score_codex":0.000055404584,"about_ca_topic_score_gemma":0.00034721853,"teacher_disagreement_score":0.11942085,"about_ca_system_score_codex":0.00006391374,"about_ca_system_score_gemma":0.0002820018,"threshold_uncertainty_score":0.69009167},"labels":[],"label_agreement":null},{"id":"W4246706884","doi":"10.1558/jcsr.v3i1.29556","title":"Response to Commentaries","year":2016,"lang":"en","type":"article","venue":"Journal for the Cognitive Science of Religion","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Psychology","score_opus":0.1896561611246544,"score_gpt":0.5556408958965711,"score_spread":0.3659847347719167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246706884","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":[0.29117846,0.00025597517,0.22928062,0.4754246,0.00095906336,0.0007096607,0.00003474383,0.000013090696,0.0021437977],"genre_scores_gemma":[0.9903241,0.0012230222,0.004549157,0.0014344454,0.0001624231,0.000017824768,6.380227e-8,0.000005723395,0.0022832716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972067,0.0011576803,0.00018395853,0.00012403421,0.00096548523,0.0003621481],"domain_scores_gemma":[0.9766847,0.021025755,0.00013380765,0.000081616345,0.0018450228,0.0002290793],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.042441454,0.00005311857,0.00009743972,0.00017468813,0.0022977819,0.00013363367,0.0004927669,0.000029636067,0.000022718163],"category_scores_gemma":[0.067299224,0.00002520864,0.00008066694,0.0005879558,0.004079074,0.0003944886,0.00007099997,0.00012068932,0.000013003109],"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":[0.0070746816,0.0000978927,0.0005819521,0.000012541614,0.00005638924,0.0000046323735,0.08844358,0.0000025083607,0.1931591,0.28378963,0.040942326,0.38583475],"study_design_scores_gemma":[0.0012650945,0.0016650774,0.0022313339,0.00071480166,0.000031975975,0.000009474997,0.062623866,0.000010591461,0.061994065,0.41668743,0.4525417,0.00022459081],"about_ca_topic_score_codex":0.00016607794,"about_ca_topic_score_gemma":0.00008097484,"teacher_disagreement_score":0.6991456,"about_ca_system_score_codex":0.00015835132,"about_ca_system_score_gemma":0.00085896894,"threshold_uncertainty_score":0.9990011},"labels":[],"label_agreement":null},{"id":"W4246785116","doi":"10.1007/bf03404151","title":"Editorial Independence","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Independence (probability theory); Political science; Mathematics; Statistics","score_opus":0.5214235123881988,"score_gpt":0.5368336692953025,"score_spread":0.015410156907103678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246785116","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":[0.02752373,0.003663679,0.050260276,0.32487506,0.31617838,0.00070103846,0.00007050042,0.000043185923,0.27668417],"genre_scores_gemma":[0.85873693,0.00081390433,0.02144718,0.00283433,0.1148799,0.0000030370632,0.000001056869,0.000023270992,0.0012604034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945658,0.0034152018,0.00032010852,0.000074525386,0.0008555212,0.00076884875],"domain_scores_gemma":[0.9940152,0.00034477818,0.00022297839,0.00008332701,0.0012953267,0.0040383516],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.050435983,0.000049286762,0.00015429879,0.00029719624,0.0006376412,0.00010499466,0.00042925647,0.00015146557,0.0007642687],"category_scores_gemma":[0.013271745,0.000044478766,0.000055226476,0.00037133216,0.0006764194,0.00044314534,0.0000068212994,0.00081772736,0.000017574399],"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":[0.0000034066384,0.000017464796,0.0069815465,0.000013738558,0.000019259263,0.000024010138,0.22987542,6.2610894e-8,9.616338e-7,0.41073653,0.27284428,0.0794833],"study_design_scores_gemma":[0.00009941006,0.00013923894,0.0022242118,0.000015538424,6.8896134e-7,0.0000028953377,0.024176788,3.3289166e-7,7.4136256e-7,0.02236968,0.9509233,0.000047165224],"about_ca_topic_score_codex":0.36183134,"about_ca_topic_score_gemma":0.4996476,"teacher_disagreement_score":0.8312132,"about_ca_system_score_codex":0.0006739575,"about_ca_system_score_gemma":0.07175722,"threshold_uncertainty_score":0.9950399},"labels":[],"label_agreement":null},{"id":"W4247064160","doi":"10.2202/1932-0183.1095","title":"From the Editors","year":2008,"lang":"en","type":"article","venue":"Basic Income Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Trinity College","funders":"","keywords":"Basic income; Political science; Neoclassical economics; Economics; Philosophy; Market economy","score_opus":0.3724573024229121,"score_gpt":0.5544986900110787,"score_spread":0.18204138758816657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247064160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5179099,0.011060445,0.0006391437,0.35805413,0.012312546,0.0006476114,0.000059792408,0.0002334188,0.099083036],"genre_scores_gemma":[0.91073924,0.011341043,0.007042092,0.0016930754,0.057801574,0.00009987983,0.0000027194662,0.000024013465,0.011256356],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972003,0.0017032931,0.00012025645,0.00013164095,0.0005848546,0.00025964135],"domain_scores_gemma":[0.99294287,0.0065901205,0.00003821493,0.00013892759,0.00023756949,0.000052282754],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0037278458,0.000066301356,0.00014374651,0.000018166413,0.002185593,0.000018516523,0.00024704175,0.000046112622,0.00007618696],"category_scores_gemma":[0.0067457557,0.00003902093,0.0000571056,0.00023342342,0.0033139985,0.00009042842,0.00011364583,0.00022802703,0.00009889873],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010267941,0.00002356365,0.014708106,0.000008077949,0.00016598056,0.000014756354,0.5958949,5.149041e-7,0.000012095801,0.048867214,0.33613318,0.0041613895],"study_design_scores_gemma":[0.00010449984,0.000023535975,0.018202389,0.000024792522,0.000006780695,1.6583122e-7,0.16275172,9.077926e-7,0.000022395643,0.084741086,0.7340332,0.00008848692],"about_ca_topic_score_codex":0.0048958976,"about_ca_topic_score_gemma":0.00082163204,"teacher_disagreement_score":0.43314314,"about_ca_system_score_codex":0.00007016162,"about_ca_system_score_gemma":0.00016318902,"threshold_uncertainty_score":0.9993984},"labels":[],"label_agreement":null},{"id":"W4247070647","doi":"10.1002/9781118430873.est0171","title":"<scp>H</scp> ughes, <scp>E</scp> verett <scp>C</scp>","year":2017,"lang":"en","type":"other","venue":"The Wiley-Blackwell Encyclopedia of Social Theory","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Sociology; Style (visual arts); Sociological theory; Media studies; Social science; Art","score_opus":0.05687177806016952,"score_gpt":0.3961865973497483,"score_spread":0.3393148192895788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247070647","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":[0.0010674153,0.021419084,0.000586241,0.00060003944,0.002914113,0.0020606911,0.00093142746,0.00052199385,0.969899],"genre_scores_gemma":[0.00042357147,0.08787243,0.0009173946,0.0004895181,0.008618143,0.00020613453,0.0001334768,0.0009125906,0.90042675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9753977,0.014938181,0.0012653052,0.0015580216,0.003852295,0.0029884907],"domain_scores_gemma":[0.95543134,0.038376067,0.002707534,0.0019718762,0.0007386158,0.00077457493],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.027183466,0.0014380737,0.0022797396,0.00062946265,0.0035001412,0.00048745528,0.005539302,0.0029788506,0.0009865334],"category_scores_gemma":[0.052581053,0.0012132488,0.0012789172,0.0010088662,0.014358754,0.00049522804,0.001084366,0.0036545894,0.0017945773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008608457,0.00017620414,0.000053067823,0.00036907397,0.0004815781,0.000025615904,0.08721723,0.000001261039,0.000024601239,0.2093427,0.69609797,0.0062020808],"study_design_scores_gemma":[0.00058186456,0.00012020629,0.00009418307,0.00061706366,0.00025017204,0.000001463293,0.043586068,0.0000024031308,0.00004966702,0.1977714,0.7567612,0.00016432971],"about_ca_topic_score_codex":0.0031254734,"about_ca_topic_score_gemma":0.0011670502,"teacher_disagreement_score":0.06947225,"about_ca_system_score_codex":0.00042803359,"about_ca_system_score_gemma":0.002662868,"threshold_uncertainty_score":0.9999267},"labels":[],"label_agreement":null},{"id":"W4247112579","doi":"10.21810/strm.v7i1.110","title":"Workshop: Know the ledge we're on: from Accountability to Activist Research","year":2015,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Accountability; Ethnography; Sociology; Economic Justice; Political science; Media studies; Public administration; Library science; Law; Anthropology","score_opus":0.5247826626705764,"score_gpt":0.6354117959720172,"score_spread":0.11062913330144086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247112579","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":[0.40996924,0.0022080196,0.0016522257,0.50253415,0.00040662033,0.0004967472,0.000020972751,0.000020552674,0.08269149],"genre_scores_gemma":[0.99495035,0.0007791571,0.003015109,0.00008619264,0.00043476553,0.000016727205,0.0000037627442,0.000012008203,0.0007019298],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98452836,0.013005148,0.00046450205,0.00015992508,0.0015039882,0.00033809422],"domain_scores_gemma":[0.98459405,0.011741926,0.00025295958,0.0009502175,0.0021007417,0.00036013246],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.034995932,0.0001099731,0.00023735993,0.00018809515,0.0015681031,0.0002762679,0.0021821053,0.00012320236,0.000117723604],"category_scores_gemma":[0.0059121526,0.00007264543,0.00012764425,0.0006890606,0.0015299576,0.00048058643,0.0012486842,0.0019051676,0.00006945051],"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":[0.0012652972,0.00057558063,0.0005546508,0.000008864319,0.00009841551,0.0000050424155,0.70663,0.00010387309,0.00012607702,0.01897696,0.06748026,0.20417497],"study_design_scores_gemma":[0.00030116236,0.0005519774,0.0021091492,0.00051319826,0.000011447938,0.0000015032695,0.58664757,0.000049195078,0.0001494578,0.27979624,0.12975608,0.00011301869],"about_ca_topic_score_codex":0.00058326265,"about_ca_topic_score_gemma":0.0049881423,"teacher_disagreement_score":0.58498114,"about_ca_system_score_codex":0.0007020768,"about_ca_system_score_gemma":0.00078156515,"threshold_uncertainty_score":0.9997317},"labels":[],"label_agreement":null},{"id":"W4247140722","doi":"10.5206/cie-eci.v36i1.9085","title":"Editor's Notes and Front Matter","year":2007,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Western University","funders":"","keywords":"Front (military); Geology; Oceanography","score_opus":0.29443633405184966,"score_gpt":0.6053272763422604,"score_spread":0.3108909422904107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247140722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6129011,0.0026870628,0.03439125,0.045564607,0.009724281,0.00035045377,0.000010678642,0.000029001938,0.29434156],"genre_scores_gemma":[0.97468764,0.00023373168,0.006860726,0.0006910252,0.0037448716,0.000010454764,0.0000112476,0.0000030335812,0.0137572605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929696,0.00018887313,0.00010067012,0.00011622029,0.00019123562,0.00010604851],"domain_scores_gemma":[0.99873644,0.0007406034,0.00004086675,0.000033530792,0.00035925588,0.0000893213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015663536,0.000045604433,0.000062774925,0.00007213331,0.00021525692,0.00008825215,0.00006615827,0.00003858253,0.0004373991],"category_scores_gemma":[0.00043177576,0.000041602143,0.000011758671,0.000043036125,0.00038731447,0.00023625558,0.00002247876,0.00010284815,0.00006858061],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007716214,0.0002351604,0.093506515,0.000020086878,0.00006376904,3.4214676e-7,0.20824783,6.78409e-7,0.0007731472,0.3497151,0.2656955,0.0816647],"study_design_scores_gemma":[0.000096044256,0.000025806568,0.14688656,0.000024860485,0.0000032813832,5.858254e-7,0.03097691,0.000033759854,0.0002243498,0.04454655,0.77708834,0.000092936374],"about_ca_topic_score_codex":0.00068784144,"about_ca_topic_score_gemma":0.0004040373,"teacher_disagreement_score":0.51139283,"about_ca_system_score_codex":0.00005293771,"about_ca_system_score_gemma":0.00013563098,"threshold_uncertainty_score":0.47892135},"labels":[],"label_agreement":null},{"id":"W4247150315","doi":"10.1177/160940691501400201","title":"Special Issue: Mixed Methods","year":2015,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"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":"Computer science","score_opus":0.8399596628834124,"score_gpt":0.7751226181525367,"score_spread":0.0648370447308757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247150315","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007655389,0.0005254115,0.8217313,0.041535717,0.013898207,0.00013688293,0.000016031372,0.000021300932,0.1213696],"genre_scores_gemma":[0.0006674787,0.00025043872,0.9731509,0.00052586116,0.02076595,0.000005970338,0.0000024457797,0.00002205592,0.0046089077],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.8939096,0.10182481,0.0010989879,0.00023141742,0.0025103455,0.0004248762],"domain_scores_gemma":[0.9705874,0.02060915,0.00094601716,0.00015562493,0.0070445603,0.00065725506],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.21490784,0.00019087575,0.0005474212,0.00054412003,0.00020678672,0.00022667441,0.0012401098,0.0001845024,0.0010699552],"category_scores_gemma":[0.09758722,0.00016205302,0.0003489183,0.0005475979,0.0015675153,0.0007703785,0.00015409551,0.0008640411,0.00006385225],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022197903,0.000091070986,0.000017131182,0.0000049050645,0.00027497782,0.00003139328,0.3538936,0.000008721949,0.00037146758,0.1950483,0.052240487,0.39779598],"study_design_scores_gemma":[0.0004596553,0.00014565761,0.000037108657,0.000029589017,0.0000149073785,0.000008552405,0.19447857,0.000014408357,0.0008998487,0.27575746,0.5280422,0.00011208625],"about_ca_topic_score_codex":0.00038063232,"about_ca_topic_score_gemma":0.00006137904,"teacher_disagreement_score":0.47580168,"about_ca_system_score_codex":0.0006186666,"about_ca_system_score_gemma":0.0015310887,"threshold_uncertainty_score":0.9998432},"labels":[],"label_agreement":null},{"id":"W4247580453","doi":"10.3138/jcfs.48.2.141","title":"Editor Comments","year":2017,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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","score_opus":0.6779545523121704,"score_gpt":0.6760813404641076,"score_spread":0.0018732118480627724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247580453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6364705,0.022317402,0.004028662,0.09846577,0.029493736,0.0005301706,0.000021631604,0.00002804484,0.20864409],"genre_scores_gemma":[0.9777787,0.0056012673,0.0068714037,0.00034998066,0.007723477,0.000004031875,1.06719064e-7,0.000005259376,0.0016658246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693495,0.0015754018,0.00033030647,0.00007783964,0.0008466215,0.00023488488],"domain_scores_gemma":[0.9951154,0.0020866706,0.0006789721,0.00014774073,0.0018408842,0.00013031097],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0071348995,0.00008895039,0.0004498888,0.00006914713,0.002315742,0.00017277179,0.0005596257,0.00004339946,0.000010474162],"category_scores_gemma":[0.0038194594,0.00006327019,0.00011863785,0.000056291745,0.0026153415,0.00051176304,0.00012045591,0.00038285102,0.00001737733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013133787,0.00014210553,0.008473427,0.000025651429,0.00085335155,0.000022582326,0.20977707,0.0000038889516,0.0003309709,0.059338506,0.7177504,0.0031507532],"study_design_scores_gemma":[0.000507609,0.00027290956,0.035770778,0.00014042713,0.000024094827,4.726083e-7,0.21620658,0.0000033992449,0.00010079852,0.044701453,0.70216316,0.0001083419],"about_ca_topic_score_codex":0.00010273468,"about_ca_topic_score_gemma":0.00015609927,"teacher_disagreement_score":0.34130815,"about_ca_system_score_codex":0.0001159449,"about_ca_system_score_gemma":0.00022986259,"threshold_uncertainty_score":0.9989831},"labels":[],"label_agreement":null},{"id":"W4247911857","doi":"10.5206/cjsotl-rcacea.2015.1.1","title":"Introduction to Volume 6 Issue 1","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McMaster University","funders":"","keywords":"Volume (thermodynamics); Computer science; Thermodynamics; Physics","score_opus":0.22053179807175755,"score_gpt":0.4923235273985842,"score_spread":0.27179172932682666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247911857","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":[0.23503749,0.0019313795,0.011697195,0.74351186,0.0015666175,0.00038615754,0.000003997266,0.000018178742,0.005847148],"genre_scores_gemma":[0.96334493,0.000025515123,0.006225889,0.00045990467,0.0033551108,0.0000047186795,5.39598e-7,0.000012348695,0.02657103],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99255794,0.0065954514,0.00013046603,0.000083272775,0.0003176301,0.00031525988],"domain_scores_gemma":[0.9974765,0.001442222,0.00008074249,0.00009056734,0.000310444,0.0005995271],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08986875,0.00005309117,0.00009000858,0.000096087344,0.00788707,0.0004703567,0.00031993835,0.00005619065,0.00005120363],"category_scores_gemma":[0.061134078,0.000032199954,0.000045365676,0.00012498802,0.00039924405,0.00020370068,0.000015113053,0.0026667903,0.000011118106],"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":[0.00006956578,0.000005831548,0.004759135,0.000017526363,0.00007872303,0.0000022069794,0.51837665,0.0026335854,0.00010963681,0.10124605,0.040067818,0.3326333],"study_design_scores_gemma":[0.000076248136,0.000100214886,0.00079692126,0.000023256063,0.000012125378,0.00000777349,0.06403226,0.0000783053,0.0000044674516,0.016688595,0.91813105,0.000048793907],"about_ca_topic_score_codex":0.05543662,"about_ca_topic_score_gemma":0.04573476,"teacher_disagreement_score":0.8780632,"about_ca_system_score_codex":0.00014991614,"about_ca_system_score_gemma":0.0008318073,"threshold_uncertainty_score":0.9996341},"labels":[],"label_agreement":null},{"id":"W4248090025","doi":"10.1007/978-1-4614-5583-7_267","title":"Researcher-Participant Relationship","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Wilfrid Laurier University","funders":"","keywords":"Participant observation; Psychology; Sociology; Anthropology","score_opus":0.7769693675565218,"score_gpt":0.6137900259774444,"score_spread":0.16317934157907743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248090025","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":[0.0000043401546,0.00022108741,0.0062637343,0.018270569,0.00009601832,0.00025208414,0.000008380132,0.00007739132,0.97480637],"genre_scores_gemma":[0.0021439677,0.0004318563,0.0055422415,0.00021007276,0.0005118803,0.000013027086,0.000009276881,0.000031104908,0.99110657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953437,0.0021445008,0.00028838695,0.00029654737,0.001414633,0.0005122741],"domain_scores_gemma":[0.9905337,0.008236299,0.000092578775,0.0003050689,0.00045135224,0.0003809836],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.024070108,0.00013743689,0.00026423112,0.00015429479,0.0007544956,0.00011996316,0.00034437532,0.0005666569,0.007218189],"category_scores_gemma":[0.011478813,0.00011930363,0.00013591473,0.00005858533,0.0019567856,0.000062047475,0.000090761925,0.001264084,0.002062458],"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":[0.0000055033993,0.0000029099826,0.000018997835,0.00002212114,0.000020172944,0.000002752972,0.0053814924,2.1620833e-7,0.0000010413416,0.9704205,0.018157614,0.0059667015],"study_design_scores_gemma":[0.00002850217,0.000021904392,0.000029220619,0.000037525766,0.000006885285,4.7179814e-8,0.0005022269,0.000003922072,6.771929e-7,0.46299663,0.5362815,0.0000909552],"about_ca_topic_score_codex":0.001213477,"about_ca_topic_score_gemma":0.0034749848,"teacher_disagreement_score":0.51812387,"about_ca_system_score_codex":0.00014502954,"about_ca_system_score_gemma":0.0008353326,"threshold_uncertainty_score":0.99871457},"labels":[],"label_agreement":null},{"id":"W4248092394","doi":"10.2202/1932-0183.1109","title":"From the Editors","year":2008,"lang":"en","type":"article","venue":"Basic Income Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Trinity College","funders":"","keywords":"Basic income; Economics; Mathematical economics; Market economy","score_opus":0.3724573024229121,"score_gpt":0.5544986900110787,"score_spread":0.18204138758816657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248092394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5179099,0.011060445,0.0006391437,0.35805413,0.012312546,0.0006476114,0.000059792408,0.0002334188,0.099083036],"genre_scores_gemma":[0.91073924,0.011341043,0.007042092,0.0016930754,0.057801574,0.00009987983,0.0000027194662,0.000024013465,0.011256356],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972003,0.0017032931,0.00012025645,0.00013164095,0.0005848546,0.00025964135],"domain_scores_gemma":[0.99294287,0.0065901205,0.00003821493,0.00013892759,0.00023756949,0.000052282754],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0037278458,0.000066301356,0.00014374651,0.000018166413,0.002185593,0.000018516523,0.00024704175,0.000046112622,0.00007618696],"category_scores_gemma":[0.0067457557,0.00003902093,0.0000571056,0.00023342342,0.0033139985,0.00009042842,0.00011364583,0.00022802703,0.00009889873],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010267941,0.00002356365,0.014708106,0.000008077949,0.00016598056,0.000014756354,0.5958949,5.149041e-7,0.000012095801,0.048867214,0.33613318,0.0041613895],"study_design_scores_gemma":[0.00010449984,0.000023535975,0.018202389,0.000024792522,0.000006780695,1.6583122e-7,0.16275172,9.077926e-7,0.000022395643,0.084741086,0.7340332,0.00008848692],"about_ca_topic_score_codex":0.0048958976,"about_ca_topic_score_gemma":0.00082163204,"teacher_disagreement_score":0.43314314,"about_ca_system_score_codex":0.00007016162,"about_ca_system_score_gemma":0.00016318902,"threshold_uncertainty_score":0.9993984},"labels":[],"label_agreement":null},{"id":"W4248134773","doi":"10.18192/cjcs.v0i3.1296","title":"Editorial Comment","year":2015,"lang":"en","type":"editorial","venue":"Conversations The Journal of Cavellian Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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","funders":"","keywords":"Philosophy","score_opus":0.2419132563412431,"score_gpt":0.5467409020900712,"score_spread":0.3048276457488281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248134773","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":[0.0000021826477,0.006556981,0.00045322333,0.035408083,0.95490974,0.00018791184,0.0000533436,0.00000866084,0.002419894],"genre_scores_gemma":[0.000029075909,0.0353229,0.000537938,0.000095960735,0.96099967,0.0000047358444,0.0000047358367,0.000016407042,0.0029885592],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893242,0.0057713185,0.00065768475,0.000109736255,0.0037970128,0.000340029],"domain_scores_gemma":[0.9609038,0.024993144,0.0010987051,0.00025487633,0.012507754,0.00024167076],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.038715422,0.00018692833,0.00057300174,0.00015954682,0.0011360919,0.000106919324,0.0008181527,0.00045350767,0.000034129025],"category_scores_gemma":[0.053113587,0.00011852482,0.00019903228,0.00031369418,0.002699458,0.00020883564,0.0001410006,0.0019690457,0.000035622077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005404327,0.000020097406,0.0000013270571,0.00003152437,0.00045552832,0.0000017505888,0.12280622,0.0000035483124,5.5539607e-7,0.0015452178,0.87468106,0.00039913316],"study_design_scores_gemma":[0.0003420361,0.00013992772,2.7679533e-7,0.0001230625,0.00019196764,2.051287e-7,0.15809326,5.513183e-7,0.0000017637232,0.013339147,0.82766235,0.00010544793],"about_ca_topic_score_codex":0.0003976006,"about_ca_topic_score_gemma":0.000395436,"teacher_disagreement_score":0.047018696,"about_ca_system_score_codex":0.00090838136,"about_ca_system_score_gemma":0.0045076134,"threshold_uncertainty_score":0.9946266},"labels":[],"label_agreement":null},{"id":"W4248462585","doi":"10.3138/jcfs.47.4.397","title":"Editor Comments","year":2016,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Psychoanalysis; Psychology","score_opus":0.5632597698022851,"score_gpt":0.6329421433081799,"score_spread":0.06968237350589479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248462585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64224374,0.032668255,0.03030245,0.18684354,0.025532901,0.00064334617,0.000039539642,0.00005570294,0.08167053],"genre_scores_gemma":[0.9690853,0.010957603,0.008013818,0.0006271696,0.008250881,0.0000064632995,7.3864385e-8,0.000007485357,0.003051236],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604857,0.002407492,0.00036791567,0.000078319186,0.00085040496,0.00024729627],"domain_scores_gemma":[0.9922142,0.0054604746,0.00032109284,0.00006521599,0.0018064121,0.00013261271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006217716,0.000087441564,0.00040431766,0.000097130935,0.00043909048,0.000028388044,0.0002461574,0.00004027735,0.000022897337],"category_scores_gemma":[0.002282247,0.000045947025,0.000110046436,0.00017510912,0.0016908895,0.00033463727,0.00005701764,0.0001996794,0.000031750784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001403607,0.000118656855,0.003331988,0.000014271471,0.0006644674,0.000011062172,0.12440042,8.8049615e-7,0.0023164866,0.06001266,0.80213284,0.0068559186],"study_design_scores_gemma":[0.0005771361,0.00033095328,0.005635956,0.0002059744,0.000016471404,4.920825e-7,0.14405066,3.7406085e-7,0.00026865123,0.048853513,0.7999633,0.00009650914],"about_ca_topic_score_codex":0.000020999276,"about_ca_topic_score_gemma":0.000052349926,"teacher_disagreement_score":0.32684153,"about_ca_system_score_codex":0.00018204589,"about_ca_system_score_gemma":0.00022773257,"threshold_uncertainty_score":0.6230153},"labels":[],"label_agreement":null},{"id":"W4248629619","doi":"10.12927/whp.2017.25158","title":"From the Editors","year":2017,"lang":"en","type":"article","venue":"World health & population","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Environmental health; Political science; Medicine","score_opus":0.3292465340622401,"score_gpt":0.615604731384407,"score_spread":0.2863581973221669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248629619","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":[0.022753255,0.0002149091,0.001437091,0.95395344,0.004485369,0.00047936948,0.000019448156,0.00005865804,0.01659847],"genre_scores_gemma":[0.96469194,0.000109552064,0.0051608407,0.001917761,0.024015361,0.0000150215155,0.000026018597,0.000009161713,0.0040543214],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971266,0.0018588181,0.00015784979,0.00012205396,0.00047451857,0.00026018964],"domain_scores_gemma":[0.99818796,0.0011303977,0.0002020152,0.00028681738,0.000070079026,0.00012270208],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007557109,0.000042914347,0.00008867714,0.000024338138,0.0047853803,0.00018293534,0.00029216884,0.000039597253,0.00011423021],"category_scores_gemma":[0.0029813163,0.00003081819,0.000031811785,0.000081711754,0.0003027641,0.00021257391,0.00003609493,0.0002436928,0.00003486326],"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":[0.00001629996,0.000020309866,0.1496044,0.0000149633925,0.00000915796,4.5593757e-7,0.06902364,0.0000036823026,0.000003681549,0.38132265,0.22726403,0.17271675],"study_design_scores_gemma":[0.000046448913,0.0000059001572,0.4145772,0.000029354222,8.0554594e-7,4.006481e-9,0.0017756788,0.000025812791,5.592755e-7,0.10033216,0.4831749,0.000031194104],"about_ca_topic_score_codex":0.31166214,"about_ca_topic_score_gemma":0.12339198,"teacher_disagreement_score":0.95203567,"about_ca_system_score_codex":0.00014535643,"about_ca_system_score_gemma":0.00021494209,"threshold_uncertainty_score":0.99651027},"labels":[],"label_agreement":null},{"id":"W4248888985","doi":"10.5206/cjsotl-rcacea.2013.1.1","title":"An Introduction to Volume 4 Issue 1 by the Senior Editor","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McGill University","funders":"","keywords":"Sociology; Library science; Computer science","score_opus":0.0703892593467683,"score_gpt":0.4478814431824746,"score_spread":0.37749218383570626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248888985","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":[0.31812564,0.0007910629,0.0043128864,0.6731206,0.0025488415,0.0005388905,0.000007355087,0.000015037617,0.00053965754],"genre_scores_gemma":[0.9698024,0.000025874488,0.002272505,0.00077241665,0.013149309,0.000018258668,0.0000013364026,0.000016936461,0.013941007],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900128,0.008952208,0.0001591819,0.00011323386,0.00036132464,0.00040124927],"domain_scores_gemma":[0.99667466,0.0022983772,0.00010852673,0.00015560271,0.00029028734,0.00047255302],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05535192,0.00007475257,0.000099363046,0.00006556041,0.014182462,0.0010875486,0.00056445826,0.00007483127,0.00018414314],"category_scores_gemma":[0.021431733,0.000037818198,0.000055790966,0.00012184948,0.00057835865,0.00042105565,0.0000146233015,0.003378608,0.000012881655],"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":[0.000029613808,0.000011099717,0.002810964,0.000017530863,0.00009136418,5.0496806e-7,0.29856947,0.0007268085,0.0017425722,0.017899102,0.27686712,0.40123385],"study_design_scores_gemma":[0.000059095026,0.00012294913,0.0013482145,0.00001735462,0.000014821267,0.000005389709,0.07361224,0.0002070169,0.000013846874,0.0063404664,0.9181926,0.00006597196],"about_ca_topic_score_codex":0.10875045,"about_ca_topic_score_gemma":0.029375134,"teacher_disagreement_score":0.6723482,"about_ca_system_score_codex":0.00010631843,"about_ca_system_score_gemma":0.00037763087,"threshold_uncertainty_score":0.9999494},"labels":[],"label_agreement":null},{"id":"W4249044557","doi":"10.7202/1085027ar","title":"Épistémologie de la recherche qualitativeen terrains africains : considérations liminaires","year":2012,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":17,"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 du Québec à Montréal","funders":"","keywords":"Humanities; Art","score_opus":0.9456366409215698,"score_gpt":0.7192995979127883,"score_spread":0.22633704300878155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249044557","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03452272,0.094495736,0.26884726,0.32945797,0.0018703522,0.0012271844,0.00032178,0.0004030817,0.26885393],"genre_scores_gemma":[0.13667622,0.014344606,0.74878,0.001942174,0.002059341,0.00023745727,0.000024103336,0.0001433489,0.09579273],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.564131,0.4306312,0.0011864512,0.00063490984,0.0011504684,0.0022659732],"domain_scores_gemma":[0.56571186,0.43092167,0.00065271097,0.00054443645,0.0008992375,0.0012700855],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.32055405,0.00069334626,0.0010258321,0.00038001634,0.0009027103,0.00032391807,0.00094018516,0.0027967324,0.00058208534],"category_scores_gemma":[0.37512854,0.0006749883,0.0005809881,0.0023305146,0.015060991,0.0019955845,0.00024142643,0.004660195,0.0005349006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000050494335,0.0006259246,0.00035362624,0.00020341628,0.00024907727,0.000009041628,0.52154577,0.000004217936,0.00053070614,0.4373993,0.008390875,0.03063757],"study_design_scores_gemma":[0.00032540187,0.00030227794,0.001471742,0.00024741126,0.00009911218,0.000007950091,0.32737863,0.00003362931,0.00030996444,0.42952085,0.23976095,0.0005420962],"about_ca_topic_score_codex":0.004236942,"about_ca_topic_score_gemma":0.00043098023,"teacher_disagreement_score":0.47993276,"about_ca_system_score_codex":0.0064641596,"about_ca_system_score_gemma":0.006590257,"threshold_uncertainty_score":0.99957013},"labels":[],"label_agreement":null},{"id":"W4249965853","doi":"10.19173/irrodl.v21i2.4812","title":"Editorial – Volume 21, Issue 2","year":2020,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Volume (thermodynamics); Data science; Computer science","score_opus":0.31010253274695543,"score_gpt":0.605728892009415,"score_spread":0.2956263592624596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249965853","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":[0.0018045527,0.018109709,0.0012017493,0.8786888,0.0036653993,0.0015055038,0.00009482351,0.00002372757,0.09490574],"genre_scores_gemma":[0.33545187,0.59020907,0.0025579035,0.004184363,0.057854444,0.00029976523,0.00030221805,0.00004439416,0.0090959845],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99254566,0.005088139,0.00027376605,0.00018717322,0.0016334049,0.000271831],"domain_scores_gemma":[0.9958168,0.0030735885,0.0000860348,0.00008762744,0.00077491056,0.00016103733],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03309468,0.00005483239,0.00019079751,0.00004489972,0.00036607348,0.00021582186,0.0012157997,0.000052940326,0.0008566278],"category_scores_gemma":[0.045091625,0.0000394189,0.000037982925,0.00063598505,0.00081697,0.00022166247,0.0006727721,0.0010565361,0.000055000382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002443207,0.000079461504,0.008465898,0.0016065509,0.000053964308,0.000010088379,0.009624877,0.00002426762,0.000089795656,0.15309641,0.7688074,0.057896942],"study_design_scores_gemma":[0.00019400258,0.000062409585,0.00023451333,0.0013683562,0.0000017818026,1.7498225e-7,0.010846827,0.00019573489,0.0000068895642,0.0044908575,0.982554,0.00004440651],"about_ca_topic_score_codex":0.003230771,"about_ca_topic_score_gemma":0.000062749,"teacher_disagreement_score":0.87450445,"about_ca_system_score_codex":0.000081117156,"about_ca_system_score_gemma":0.00046807458,"threshold_uncertainty_score":0.99563247},"labels":[],"label_agreement":null},{"id":"W4250436710","doi":"10.1177/1609406918788249","title":"Reflection/Commentary on a Past Article: “Easier Said Than Done: Writing an Autoethnography”","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Alberta","funders":"","keywords":"Autoethnography; Reflection (computer programming); Reflective writing; Psychoanalysis; Sociology; Art; Psychology; Visual arts; Computer science; Pedagogy; Gender studies; Programming language","score_opus":0.687421667921846,"score_gpt":0.7218973374297354,"score_spread":0.034475669507889384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250436710","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21481587,0.00021641458,0.6515655,0.11027851,0.0032532227,0.00025740702,0.000040550673,0.00006434545,0.019508218],"genre_scores_gemma":[0.2928267,0.00012659957,0.69693935,0.004537386,0.005256067,0.0000107409805,0.000004107296,0.00002792578,0.00027110623],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9564707,0.04009144,0.00087857305,0.00026835105,0.0018612206,0.0004297129],"domain_scores_gemma":[0.9859875,0.009324055,0.00068475364,0.00016968464,0.0034566473,0.00037737898],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07568511,0.00018182154,0.00033301013,0.00064041605,0.0006615657,0.00025540605,0.0007823864,0.0001369197,0.00037538042],"category_scores_gemma":[0.008526657,0.00015615512,0.00027536578,0.00067261845,0.0020758205,0.0009257205,0.000076036966,0.00086341955,0.000019662042],"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":[0.00094848016,0.00055443787,0.0014133297,0.000011558333,0.00066588586,0.00003800724,0.59244907,0.000009238341,0.008758513,0.15054381,0.005548914,0.23905873],"study_design_scores_gemma":[0.0014346306,0.0026824577,0.004400955,0.00034992752,0.000049582122,0.000021696753,0.48031202,0.00015213928,0.009465573,0.3861845,0.114500925,0.0004455686],"about_ca_topic_score_codex":0.00065834296,"about_ca_topic_score_gemma":0.00025639142,"teacher_disagreement_score":0.23861316,"about_ca_system_score_codex":0.0003799084,"about_ca_system_score_gemma":0.00025071568,"threshold_uncertainty_score":0.99982494},"labels":[],"label_agreement":null},{"id":"W4250480203","doi":"10.4296/cwrj2802133","title":"Introduction to the Special Issue","year":2003,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"History","score_opus":0.05687877537836121,"score_gpt":0.3507637588853566,"score_spread":0.2938849835069954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250480203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8552587,0.000512638,0.00014444394,0.101786286,0.0013674404,0.0003918895,0.000023039078,0.000034291286,0.040481273],"genre_scores_gemma":[0.8041002,0.0021420305,0.0036867224,0.004908429,0.111568265,0.00008989572,0.000017719742,0.0001793939,0.07330734],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99157816,0.004870269,0.00051593914,0.0004788841,0.00043801643,0.0021187044],"domain_scores_gemma":[0.9951518,0.0003533177,0.0001284079,0.0004512989,0.0007163124,0.003198829],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012403131,0.00028731278,0.000359726,0.00070135825,0.0051367385,0.0010870881,0.0010112764,0.00022939577,0.0032405078],"category_scores_gemma":[0.0052921474,0.00019803255,0.0001890365,0.00075455627,0.0015129448,0.00037487914,0.000035840432,0.00112369,0.00029063734],"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":[0.000023449858,0.000009389766,0.0002443779,0.000023799787,0.00005756725,0.00018298365,0.97174215,0.00021958549,0.00011189673,0.00088689296,0.008900878,0.017597046],"study_design_scores_gemma":[0.000105249645,0.0001274198,0.000095855234,0.00006225899,0.000018562014,0.00018606428,0.025912844,0.0000064255814,0.00049073563,0.009074527,0.96361107,0.00030901478],"about_ca_topic_score_codex":0.33657134,"about_ca_topic_score_gemma":0.94901633,"teacher_disagreement_score":0.9547102,"about_ca_system_score_codex":0.0017540324,"about_ca_system_score_gemma":0.00007844684,"threshold_uncertainty_score":0.9999499},"labels":[],"label_agreement":null},{"id":"W4251150251","doi":"10.22329/jtl.v7i1.2924","title":"Editorial Comments","year":2010,"lang":"en","type":"editorial","venue":"Journal of Teaching and Learning","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Windsor","funders":"","keywords":"Psychology","score_opus":0.059321735716299236,"score_gpt":0.5139018631677483,"score_spread":0.4545801274514491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251150251","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":[0.0004238158,0.00031838805,0.00049017713,0.0018696891,0.99139166,0.00004172635,0.000003002521,0.000013406956,0.005448108],"genre_scores_gemma":[0.00021532676,0.00088394154,0.0073435386,0.000018543586,0.9882554,6.209336e-7,0.0000037163018,0.000020676278,0.003258282],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9835173,0.013330164,0.00042491817,0.0001392258,0.0022624373,0.00032598173],"domain_scores_gemma":[0.98049295,0.017629787,0.0007980414,0.00007240885,0.00072965864,0.00027717947],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07682248,0.00013969159,0.00042095224,0.00018261213,0.0021688456,0.00037529014,0.00035702408,0.0011117894,0.00003295091],"category_scores_gemma":[0.14536023,0.000115373114,0.00014539086,0.000058123926,0.00040630522,0.00024193467,0.000077747725,0.028935408,0.0000032993266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035295503,0.00002046339,0.000029589988,0.000032611235,0.000046551053,0.0000048382303,0.02880336,0.0000015237279,0.000036655183,0.00038808136,0.94327587,0.027325189],"study_design_scores_gemma":[0.00030432947,0.00020852112,0.0000029322678,0.00023807572,0.000030740393,7.3911974e-7,0.007998914,0.0000024700985,4.512035e-7,0.0014684116,0.989623,0.00012138107],"about_ca_topic_score_codex":0.001676959,"about_ca_topic_score_gemma":0.000092564944,"teacher_disagreement_score":0.06853775,"about_ca_system_score_codex":0.00010323303,"about_ca_system_score_gemma":0.00095092284,"threshold_uncertainty_score":0.9991302},"labels":[],"label_agreement":null},{"id":"W4251193258","doi":"10.5206/cie-eci.v37i1.9108","title":"Editor's Notes and Front Matter","year":2008,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Western University","funders":"","keywords":"Front (military); Geology; Oceanography","score_opus":0.3682976790663569,"score_gpt":0.5858403947851686,"score_spread":0.21754271571881167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251193258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79751813,0.00240669,0.0049511804,0.04354571,0.0057086297,0.00025440476,0.0000112694715,0.000023149054,0.14558084],"genre_scores_gemma":[0.9704297,0.00085941993,0.0047407565,0.0006075876,0.0028778631,0.00002460966,0.000012135494,0.0000029315981,0.020444995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992443,0.00028058345,0.00008502311,0.00011830141,0.00018755323,0.00008425599],"domain_scores_gemma":[0.99905676,0.00045255016,0.000036605186,0.000035047502,0.0003427976,0.00007623005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048517634,0.00004617946,0.00006896981,0.00005605259,0.000341769,0.000052275464,0.000066515146,0.000033840508,0.0005204935],"category_scores_gemma":[0.00036202825,0.000041936066,0.000012601001,0.000037590118,0.00057687465,0.00026278268,0.000022781223,0.00009665799,0.00009287294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036684905,0.00019961009,0.10226085,0.000012999725,0.00005135976,4.1678467e-7,0.24227305,0.0000011616719,0.00029764473,0.112474374,0.5294046,0.012987265],"study_design_scores_gemma":[0.00011711021,0.000030040132,0.15349172,0.000023003806,0.0000030084982,0.000002371073,0.01595528,0.00008141639,0.00011172085,0.028234305,0.80184305,0.00010700331],"about_ca_topic_score_codex":0.0007373422,"about_ca_topic_score_gemma":0.000107451204,"teacher_disagreement_score":0.27243844,"about_ca_system_score_codex":0.000041065225,"about_ca_system_score_gemma":0.00021814334,"threshold_uncertainty_score":0.5699039},"labels":[],"label_agreement":null},{"id":"W4251258746","doi":"10.22215/timreview/1404","title":"Editorial: Insights","year":2020,"lang":"en","type":"editorial","venue":"Technology Innovation Management Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":0.10468068843434905,"score_gpt":0.5113569253654451,"score_spread":0.406676236931096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251258746","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":[7.945844e-8,0.025835251,0.0011799249,0.053137667,0.8687026,0.001374338,0.0000144088035,0.0005738715,0.04918187],"genre_scores_gemma":[3.1976955e-7,0.31537092,0.0031799215,0.0007883118,0.6770933,0.00026950802,0.00020678708,0.00002740548,0.0030634976],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942356,0.0012979817,0.0009134499,0.0006475763,0.0024336977,0.00047169358],"domain_scores_gemma":[0.9956006,0.0008164084,0.0006578365,0.0005692104,0.0022903595,0.000065607004],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008841331,0.0002995258,0.00074738835,0.0009930022,0.0004995264,0.00009158827,0.0012614118,0.0016393056,0.00020798542],"category_scores_gemma":[0.021517938,0.00028540235,0.000094927076,0.008613825,0.0010129698,0.00017772726,0.00041954895,0.0024703543,0.0005462654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015929559,0.000011091122,2.5200305e-7,0.0026964517,0.000059620932,0.0000044110925,0.00009365259,6.367877e-9,7.345911e-7,0.41191968,0.55920374,0.026008734],"study_design_scores_gemma":[0.00011746301,0.000040739455,1.00837056e-7,0.0027966811,0.00008081413,1.8629976e-8,0.00032485338,1.16141365e-7,0.0000012337052,0.09728137,0.8991062,0.00025040354],"about_ca_topic_score_codex":0.000049727572,"about_ca_topic_score_gemma":0.000029778172,"teacher_disagreement_score":0.33990246,"about_ca_system_score_codex":0.00030553446,"about_ca_system_score_gemma":0.00059970096,"threshold_uncertainty_score":0.9999598},"labels":[],"label_agreement":null},{"id":"W4251522133","doi":"10.1002/9781118924396.wbiea1357","title":"Participant Observation","year":2018,"lang":"en","type":"other","venue":"The International Encyclopedia of Anthropology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":180,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Participant observation; Ethnography; Objectivity (philosophy); Epistemology; Sociology; Psychology; Anthropology; Philosophy","score_opus":0.23226848655335217,"score_gpt":0.5234231280328182,"score_spread":0.291154641479466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251522133","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":[0.00013987551,0.000257473,0.0011847644,0.032501724,0.0026178998,0.00017009467,0.000034576868,0.00004172684,0.96305186],"genre_scores_gemma":[0.0006251484,0.01535142,0.0034369149,0.00024974192,0.0025459132,0.000020746356,0.000019778485,0.000074764495,0.97767556],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977392,0.000997966,0.00024598197,0.00016915811,0.000609156,0.00023851983],"domain_scores_gemma":[0.99823624,0.0009833779,0.00029209978,0.00018935373,0.000247657,0.00005124854],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026650801,0.000099279125,0.00020443826,0.0001161533,0.00016069924,0.000013930533,0.0007243576,0.00024185363,0.032263502],"category_scores_gemma":[0.0027505765,0.000070104674,0.00006955667,0.00012456295,0.006077491,0.000037627153,0.00010314422,0.00019185651,0.0003308026],"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":[0.000012832028,0.000034622088,0.00023123936,0.000011174828,0.00011001357,0.0000016112559,0.0076239263,1.8457084e-7,0.000007831373,0.31536233,0.67338455,0.0032196708],"study_design_scores_gemma":[0.00006919379,0.000048041224,0.00008598807,0.000043234337,0.000017553226,3.2970016e-7,0.005525028,0.00000805597,0.000010470198,0.020831391,0.9732869,0.00007378772],"about_ca_topic_score_codex":0.019977106,"about_ca_topic_score_gemma":0.011603778,"teacher_disagreement_score":0.29990238,"about_ca_system_score_codex":0.0000464569,"about_ca_system_score_gemma":0.0003983757,"threshold_uncertainty_score":0.9966274},"labels":[],"label_agreement":null},{"id":"W4251573098","doi":"10.7202/1084631ar","title":"Enjeux éthiques de la relation chercheur-participant en recherche narrative","year":2013,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Ottawa","funders":"","keywords":"Narrative; Relation (database); Sociology; Psychology; Art; Computer science; Literature","score_opus":0.837674879489506,"score_gpt":0.6701117687811121,"score_spread":0.16756311070839391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251573098","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27091154,0.041977923,0.075101025,0.4937993,0.00096625445,0.0020684039,0.00004408914,0.0003802484,0.11475121],"genre_scores_gemma":[0.16544385,0.023169212,0.7191584,0.0019175773,0.0014517454,0.0005324194,0.000016893597,0.0001645131,0.08814536],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.622939,0.37270927,0.0011383787,0.00072679354,0.0010709579,0.0014156216],"domain_scores_gemma":[0.6718647,0.32244366,0.0008221862,0.0006111309,0.003116996,0.0011413707],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity","insufficient_payload"],"category_scores_codex":[0.22802204,0.00063167344,0.0009701455,0.00027617696,0.0006054349,0.0005318326,0.00086145004,0.0033571357,0.0019637537],"category_scores_gemma":[0.31481105,0.0005983119,0.00045007214,0.0019123458,0.0068504154,0.0023233627,0.0001844109,0.0059558656,0.0010692815],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004740906,0.000265667,0.0001191099,0.00023462607,0.0002617951,0.00000649174,0.62809736,0.000015879457,0.0031064393,0.32038486,0.0040957304,0.043364674],"study_design_scores_gemma":[0.0003294717,0.00034853246,0.0036147153,0.00048946525,0.000072619645,0.0000035514174,0.37944722,0.00026126206,0.0009902042,0.5828784,0.031078193,0.00048633668],"about_ca_topic_score_codex":0.013468402,"about_ca_topic_score_gemma":0.00032282696,"teacher_disagreement_score":0.6440574,"about_ca_system_score_codex":0.0044264197,"about_ca_system_score_gemma":0.0040474674,"threshold_uncertainty_score":0.9997085},"labels":[],"label_agreement":null},{"id":"W4251847862","doi":"10.19173/irrodl.v19i4.4223","title":"Editorial - Volume 19, Issue 4","year":2018,"lang":"en","type":"editorial","venue":"The International Review of Research in Open and Distributed Learning","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"","keywords":"Volume (thermodynamics); Computer science; Data science","score_opus":0.2013683468586405,"score_gpt":0.6176511261945685,"score_spread":0.41628277933592805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251847862","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":[0.000009557646,0.018356077,0.000097752374,0.038640454,0.90038323,0.0012203591,0.0004592116,0.00001412244,0.040819228],"genre_scores_gemma":[0.000035062003,0.22520852,0.00017603028,0.000051134237,0.7646683,0.00009944432,0.00052306795,0.000015547701,0.009222904],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.979418,0.013008643,0.00066059956,0.00047860664,0.005822325,0.0006118271],"domain_scores_gemma":[0.9723816,0.022133488,0.00039100615,0.00034524113,0.0044838246,0.00026487315],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11353054,0.00016549777,0.00053756684,0.00020292962,0.00086425483,0.0006232922,0.0033014556,0.00046711726,0.0014231064],"category_scores_gemma":[0.21347813,0.00012115969,0.000098426084,0.00083834253,0.0028012637,0.0002925426,0.0017217849,0.0041458076,0.00010997488],"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":[0.00009604611,0.000037861762,0.000085504515,0.0013390951,0.00004159581,0.0000037995487,0.0009756276,8.6140386e-7,8.1796276e-7,0.00473771,0.98843575,0.0042453157],"study_design_scores_gemma":[0.00029636224,0.00011513029,0.00000852465,0.009663031,0.000008269101,1.803911e-7,0.0043742685,0.000021443635,7.726529e-7,0.007610772,0.9777797,0.00012155223],"about_ca_topic_score_codex":0.020963183,"about_ca_topic_score_gemma":0.0006587875,"teacher_disagreement_score":0.20685245,"about_ca_system_score_codex":0.00048091265,"about_ca_system_score_gemma":0.0035319177,"threshold_uncertainty_score":0.99991256},"labels":[],"label_agreement":null},{"id":"W4251986409","doi":"10.1179/0039363012z.00000000092","title":"Book reviews","year":2013,"lang":"en","type":"article","venue":"Studies in Conservation","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Queen's University","funders":"","keywords":"Art","score_opus":0.6360098387258573,"score_gpt":0.6411587368029409,"score_spread":0.00514889807708363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251986409","genre_codex":"commentary","genre_gemma":"review","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":[0.030587932,0.26767617,0.002000837,0.53445274,0.0011286027,0.0029930663,0.0000020564762,0.000105913896,0.16105266],"genre_scores_gemma":[0.02893179,0.72764087,0.053029172,0.083332434,0.0010197046,0.0021243843,0.000006754506,0.000029621659,0.10388525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759865,0.001764159,0.00018267403,0.00009493207,0.00019091279,0.00016870242],"domain_scores_gemma":[0.99802125,0.0015580211,0.000049766408,0.000073541894,0.00026792538,0.000029504781],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0061092624,0.000041238036,0.00012807944,0.000040026152,0.00024869823,0.000021883892,0.000077232304,0.0000369349,0.00032090608],"category_scores_gemma":[0.011623393,0.000034000477,0.000021931892,0.0002534223,0.0007517213,0.0002762934,0.000031058422,0.00011723118,0.00017103777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023307828,0.00001587393,0.0073675094,0.00008058508,0.000013074473,7.454814e-7,0.08763597,2.1353459e-7,0.00006069266,0.09699197,0.77529156,0.032539483],"study_design_scores_gemma":[0.000056948644,0.000010718785,0.0030045186,0.000066109256,0.0000010686368,2.250113e-8,0.019379154,0.000012397925,0.0000068956965,0.05285161,0.9245646,0.000045937933],"about_ca_topic_score_codex":0.0028139064,"about_ca_topic_score_gemma":0.002095228,"teacher_disagreement_score":0.45996472,"about_ca_system_score_codex":0.00009589867,"about_ca_system_score_gemma":0.000069143876,"threshold_uncertainty_score":0.99670213},"labels":[],"label_agreement":null},{"id":"W4252579954","doi":"10.1080/13569783.2018.1481618","title":"Editorial","year":2018,"lang":"en","type":"editorial","venue":"Research in Drama Education The Journal of Applied Theatre and Performance","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"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":"Medicine","score_opus":0.1039103959428732,"score_gpt":0.5251128921892309,"score_spread":0.42120249624635764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252579954","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":[0.003615937,0.001139637,0.000007614608,0.0035130794,0.9345618,0.00039840967,0.000007622138,0.0000048319093,0.056751076],"genre_scores_gemma":[0.007857115,0.034123894,0.00026711723,0.000020111713,0.9568611,0.0000230691,0.000005300327,0.000020785792,0.0008215241],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99121726,0.0035248338,0.0005677281,0.00019219272,0.0038623763,0.0006355858],"domain_scores_gemma":[0.9844475,0.012019367,0.00034719353,0.00029117067,0.0026343158,0.0002605031],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.076055855,0.00015755519,0.00033726718,0.0005507119,0.0011157949,0.00026921782,0.0010203649,0.00071364554,0.00007143887],"category_scores_gemma":[0.0023504768,0.00010354547,0.00005691239,0.0008472818,0.0024610725,0.00026852477,0.00013159335,0.0045419126,0.000032591965],"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":[0.0004937139,0.00007596362,0.000014223808,0.00013221079,0.000019500032,2.3115345e-7,0.024048947,0.0000010090299,0.000009078128,0.0015595157,0.92027515,0.053370483],"study_design_scores_gemma":[0.00022215964,0.00029089078,0.0000117976115,0.00035266325,0.000010539915,5.88148e-7,0.018102242,0.0000038751195,0.000024893925,0.027932828,0.95294213,0.0001054068],"about_ca_topic_score_codex":0.00088097,"about_ca_topic_score_gemma":0.00025556493,"teacher_disagreement_score":0.073705375,"about_ca_system_score_codex":0.00041178818,"about_ca_system_score_gemma":0.01129624,"threshold_uncertainty_score":0.99775463},"labels":[],"label_agreement":null},{"id":"W4252806314","doi":"10.22329/jtl.v5i1.383","title":"Editorial Comments","year":2007,"lang":"en","type":"editorial","venue":"Journal of Teaching and Learning","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Windsor","funders":"","keywords":"Philosophy","score_opus":0.08000129846555816,"score_gpt":0.5361400475974821,"score_spread":0.456138749131924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252806314","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":[0.0002951773,0.0005070383,0.0017316379,0.0009528431,0.987433,0.00004213768,0.0000022397674,0.000013705086,0.009022196],"genre_scores_gemma":[0.00020065167,0.0011182401,0.006696213,0.000025089103,0.98888224,3.398622e-7,0.000003520541,0.000020309015,0.003053413],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98228556,0.013581596,0.00050512026,0.00014146446,0.003093809,0.00039242886],"domain_scores_gemma":[0.97474,0.023236435,0.00080648845,0.00006150647,0.00086964626,0.00028591984],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.124123275,0.00014129713,0.00042569742,0.00025645908,0.0019775303,0.0002978936,0.00031053342,0.00084642676,0.000021185144],"category_scores_gemma":[0.13486409,0.00011911537,0.00014844151,0.00008158565,0.0003614877,0.00022634854,0.000069453745,0.019717028,0.000003134847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055847904,0.000021161273,0.000026143123,0.00003766958,0.000056880664,0.000009331095,0.03783947,0.0000031792556,0.000005888604,0.00030298618,0.9245347,0.037106756],"study_design_scores_gemma":[0.00030871335,0.00024992265,0.000004651294,0.0003342934,0.000030235553,7.244884e-7,0.01876572,0.0000020385494,3.10139e-7,0.0008156577,0.9793657,0.0001220012],"about_ca_topic_score_codex":0.0017815026,"about_ca_topic_score_gemma":0.00004554232,"teacher_disagreement_score":0.054831043,"about_ca_system_score_codex":0.00020125523,"about_ca_system_score_gemma":0.0008411563,"threshold_uncertainty_score":0.99932176},"labels":[],"label_agreement":null},{"id":"W4252933977","doi":"10.1177/1609406918788204","title":"Reflection/Commentary on a Past Article: “A Practical Iterative Framework for Qualitative Data Analysis”","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Western University","funders":"","keywords":"Reflection (computer programming); Computer science; Epistemology; Data science; Philosophy; Programming language","score_opus":0.8799954218577025,"score_gpt":0.808361101454774,"score_spread":0.0716343204029285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252933977","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021657175,0.00007010808,0.8556504,0.1384423,0.001350031,0.0002710104,0.00025548853,0.000017375436,0.0017775325],"genre_scores_gemma":[0.034009386,0.00008138301,0.95653415,0.0049900096,0.0040370408,0.000025387562,0.00003985932,0.000022978153,0.00025982902],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9380425,0.0578683,0.0011700472,0.00048597305,0.001971119,0.00046206408],"domain_scores_gemma":[0.9032746,0.08822841,0.0012761555,0.00041630713,0.0064551034,0.00034942053],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11503036,0.00023270039,0.0006297025,0.0008192056,0.0006473581,0.00032616788,0.0012462271,0.0002011628,0.00041917665],"category_scores_gemma":[0.094307065,0.000192948,0.000387888,0.0013157934,0.0023095917,0.0011933653,0.00020310954,0.0010247967,0.000018497036],"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":[0.0013044827,0.00031687543,0.00004224193,0.0000068306995,0.0028807009,0.000010011989,0.5260997,0.000006647892,0.00025001977,0.44471273,0.011532039,0.012837779],"study_design_scores_gemma":[0.00057826086,0.0010614139,0.000075791264,0.0001000922,0.00024807936,0.0000031440693,0.3447275,0.00046646682,0.0009316329,0.5670219,0.084583454,0.0002022525],"about_ca_topic_score_codex":0.0002261742,"about_ca_topic_score_gemma":0.00020413435,"teacher_disagreement_score":0.18137215,"about_ca_system_score_codex":0.0004973886,"about_ca_system_score_gemma":0.0005515014,"threshold_uncertainty_score":0.913322},"labels":[],"label_agreement":null},{"id":"W4253409122","doi":"10.15173/mumj.v17i1.2567","title":"From the Editors","year":2020,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McMaster University","funders":"","keywords":"Computer science","score_opus":0.17212417614763484,"score_gpt":0.4305294700096459,"score_spread":0.25840529386201105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253409122","genre_codex":"commentary","genre_gemma":"editorial","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":[0.0057969606,0.00005955411,0.039108384,0.9084382,0.0012260824,0.000055922912,0.000009065127,0.000025211633,0.045280594],"genre_scores_gemma":[0.42040983,0.004372592,0.028165847,0.09055011,0.42367202,5.999459e-7,0.0000119926435,0.00006625936,0.032750748],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99526185,0.0029268444,0.00008703544,0.00009504824,0.0014013731,0.00022782698],"domain_scores_gemma":[0.9970199,0.0019308885,0.00004690818,0.00004253659,0.000118563796,0.0008411897],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037433663,0.0000454332,0.000086371576,0.000014405241,0.00094441924,0.00007867638,0.000671295,0.00010836529,0.012455248],"category_scores_gemma":[0.004804189,0.000030732368,0.00007574236,0.0002097979,0.00096706545,0.00018143613,0.000115458395,0.0010183533,0.00009223922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010090209,0.0000300153,0.0014794659,0.0000034259992,0.000080762286,0.00036866113,0.21492973,0.0000010155521,0.00002193843,0.010282103,0.64855343,0.12414856],"study_design_scores_gemma":[0.0002245817,0.000025459914,0.0003487923,0.000016384953,0.0000072033254,8.760404e-7,0.087433204,0.000051270257,0.0000023341427,0.0018521184,0.90999824,0.000039547773],"about_ca_topic_score_codex":0.0007301846,"about_ca_topic_score_gemma":0.00009242187,"teacher_disagreement_score":0.81788814,"about_ca_system_score_codex":0.000060512277,"about_ca_system_score_gemma":0.00056409364,"threshold_uncertainty_score":0.9884475},"labels":[],"label_agreement":null},{"id":"W4253510417","doi":"10.18438/b89p5b","title":"Research Methods: Interviews","year":2012,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":32,"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 Saskatchewan","funders":"","keywords":"Computer science; Library science; Data science; World Wide Web","score_opus":0.4280797143519814,"score_gpt":0.6290389454907293,"score_spread":0.20095923113874786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253510417","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048259328,0.008360008,0.14016178,0.58278924,0.00042295695,0.0006240736,0.000005389414,0.00014533808,0.2670086],"genre_scores_gemma":[0.042678043,0.03341449,0.83247375,0.08829976,0.00078555936,0.0001383775,0.00001591356,0.00001630848,0.0021777772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97402114,0.024292463,0.00033735298,0.000098265366,0.00076746556,0.00048331157],"domain_scores_gemma":[0.9615188,0.03752225,0.00015954576,0.00019080068,0.00024656823,0.0003620239],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06695372,0.00007394454,0.00010811657,0.0002689622,0.0008718112,0.000615721,0.00026865973,0.00011737753,0.0009894924],"category_scores_gemma":[0.052702807,0.00006328566,0.00003485345,0.0009653419,0.00065140333,0.33196074,0.00014981756,0.0007068069,0.00025264075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006996161,0.000022377804,0.000112549336,0.00006464935,0.0000050061917,2.1783971e-7,0.015737986,6.8308407e-7,0.000015835067,0.84398013,0.0044075307,0.13558306],"study_design_scores_gemma":[0.00006480377,0.000057706813,0.0006202024,0.00013693782,0.0000048390234,9.908093e-7,0.047519382,0.000118130905,0.00045756093,0.0027513257,0.94818616,0.000081940736],"about_ca_topic_score_codex":0.000098136356,"about_ca_topic_score_gemma":1.6439199e-7,"teacher_disagreement_score":0.94377863,"about_ca_system_score_codex":0.00002552302,"about_ca_system_score_gemma":0.00046636438,"threshold_uncertainty_score":0.99992377},"labels":[],"label_agreement":null},{"id":"W4253574741","doi":"10.1057/9780230305632_10","title":"Conclusion","year":2011,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Process (computing); Quality (philosophy); Qualitative research; Table (database); Management science; Computer science; Knowledge management; Engineering ethics; Process management; Epistemology; Engineering; Sociology; Social science","score_opus":0.1787154161099633,"score_gpt":0.4229465835675222,"score_spread":0.24423116745755888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253574741","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":[0.000008305933,0.0010889567,0.0006284191,0.00037118702,0.00044030652,0.00055576937,0.00007195612,0.00011725018,0.9967179],"genre_scores_gemma":[0.7242034,0.0019288618,0.0025090089,0.00041558282,0.0010255565,0.000025703952,0.000025185647,0.000111717,0.269755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99638844,0.00082169427,0.0004202493,0.0005310763,0.0011630696,0.0006754951],"domain_scores_gemma":[0.99731183,0.0010288446,0.00026538933,0.00048573912,0.00044435813,0.00046383493],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047378773,0.00037928217,0.0005341616,0.00022000672,0.0008575658,0.00008106339,0.00062148407,0.00083987677,0.004629192],"category_scores_gemma":[0.0005794256,0.0003499991,0.00032179666,0.000022987324,0.002349085,6.842782e-7,0.00031587962,0.000924684,0.0007470709],"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":[0.000021405718,1.7022464e-7,0.0000091239335,0.000036200465,0.000059843762,0.000038930346,0.015576361,9.314223e-9,0.000029189901,0.93445545,0.000088353874,0.04968497],"study_design_scores_gemma":[0.00012504269,0.00006933804,0.000011441519,0.00013769588,0.000026867832,0.0000011316725,0.00045286806,4.019661e-7,0.00003224716,0.8236572,0.17511684,0.00036891983],"about_ca_topic_score_codex":0.0016824597,"about_ca_topic_score_gemma":0.0018888493,"teacher_disagreement_score":0.72696286,"about_ca_system_score_codex":0.00018259243,"about_ca_system_score_gemma":0.00062168296,"threshold_uncertainty_score":0.9998952},"labels":[],"label_agreement":null},{"id":"W4253686818","doi":"10.3138/jcfs.44.1.5","title":"Editor’s Comments","year":2013,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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","score_opus":0.500403835133847,"score_gpt":0.6131368919407165,"score_spread":0.11273305680686951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253686818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.766221,0.02801734,0.0046874885,0.07180757,0.015134822,0.00082297163,0.000008164216,0.0000384026,0.11326228],"genre_scores_gemma":[0.97087675,0.005689235,0.013341326,0.0011058954,0.0068518464,0.00001816583,2.4045187e-7,0.000007939159,0.0021085697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960294,0.002342114,0.00040409827,0.00007628141,0.0008819882,0.00026615115],"domain_scores_gemma":[0.9936273,0.0031754044,0.00032842116,0.00006664825,0.0026475429,0.00015468163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004554825,0.000095903364,0.0004379392,0.00010394335,0.000540475,0.000078900666,0.00026413772,0.000044841243,0.000056458706],"category_scores_gemma":[0.0013525392,0.00006650498,0.00011027664,0.00022427509,0.0013900484,0.000485284,0.00006205213,0.0003945451,0.00008218929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001994986,0.00008242848,0.0016507332,0.00001260818,0.00038073145,0.0000030637095,0.1333057,0.000004875359,0.0003458903,0.018036647,0.84463197,0.001525427],"study_design_scores_gemma":[0.00034951078,0.00029067282,0.013484034,0.000090854235,0.000016247679,4.9004313e-7,0.41593543,0.000006391109,0.000079205536,0.064400405,0.50523776,0.00010901899],"about_ca_topic_score_codex":0.00019295025,"about_ca_topic_score_gemma":0.000059564223,"teacher_disagreement_score":0.3393942,"about_ca_system_score_codex":0.00014203502,"about_ca_system_score_gemma":0.00019709018,"threshold_uncertainty_score":0.5121691},"labels":[],"label_agreement":null},{"id":"W4253722005","doi":"10.5206/cjsotl-rcacea.2011.1.1","title":"An Introduction to Volume 2 Issue 1 by the Editors","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McGill University; University of Manitoba","funders":"","keywords":"Volume (thermodynamics); Sociology; Physics; Thermodynamics","score_opus":0.14925537926699775,"score_gpt":0.4613279661732494,"score_spread":0.3120725869062516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253722005","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":[0.39155605,0.0013911708,0.010907224,0.5867403,0.004984471,0.00066578697,0.000013968664,0.000029262555,0.0037117298],"genre_scores_gemma":[0.98065233,0.000021587502,0.002350805,0.0004308791,0.00935879,0.0000070322544,8.676119e-7,0.00001480986,0.007162887],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.990377,0.008701232,0.00014715787,0.0001053156,0.0003086598,0.00036065438],"domain_scores_gemma":[0.99771136,0.0014329553,0.000105996754,0.00014685321,0.00019518062,0.00040765965],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07081036,0.00006815727,0.00008914721,0.00006869525,0.013689076,0.0004416593,0.0005931334,0.00006956004,0.00012515853],"category_scores_gemma":[0.018555831,0.00003508811,0.000053530188,0.000121682446,0.00064917566,0.00029664356,0.000013475539,0.0031962683,0.0000042498223],"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":[0.000060214243,0.0000119013985,0.0038933076,0.0000119559045,0.00008627466,0.0000010185073,0.665293,0.00022203555,0.00038972293,0.036801238,0.07904244,0.21418689],"study_design_scores_gemma":[0.00005155081,0.00016095526,0.0016853445,0.000016337917,0.000018996176,0.0000057276325,0.08115741,0.00005442191,0.00002269141,0.009372662,0.9073919,0.000061988234],"about_ca_topic_score_codex":0.089065164,"about_ca_topic_score_gemma":0.029390719,"teacher_disagreement_score":0.8283495,"about_ca_system_score_codex":0.00008781055,"about_ca_system_score_gemma":0.0003713417,"threshold_uncertainty_score":0.9991034},"labels":[],"label_agreement":null},{"id":"W4253768750","doi":"10.3138/jcfs.42.5.4","title":"Guest Editor Comments","year":2011,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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","score_opus":0.7857739442696713,"score_gpt":0.6331716857793914,"score_spread":0.15260225849027986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253768750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5159657,0.034866117,0.006021825,0.014250967,0.042898603,0.000737216,0.000025167681,0.00006092083,0.3851735],"genre_scores_gemma":[0.9567506,0.0071419026,0.022347338,0.00064786756,0.011825256,0.000008423441,2.728578e-7,0.000010014751,0.0012683643],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99606997,0.0023840813,0.00041560287,0.00008408481,0.0007857148,0.00026054168],"domain_scores_gemma":[0.9956567,0.0018689646,0.00036995037,0.000073161114,0.0018823778,0.00014883703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006229627,0.000102212325,0.00045155588,0.00011159284,0.0005301268,0.000028503788,0.00030022938,0.00004811556,0.000027513071],"category_scores_gemma":[0.0012258125,0.000072888324,0.00011692688,0.00022797313,0.0016696596,0.00032746344,0.00006684226,0.00039400844,0.000028644348],"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":[0.00013399312,0.00020660562,0.003907756,0.000017767574,0.00061192847,0.00001731806,0.5199849,5.5029415e-7,0.00015704997,0.040069155,0.43436697,0.000526003],"study_design_scores_gemma":[0.00039661903,0.0005245441,0.012961187,0.00011050153,0.000030529747,7.8182194e-7,0.4433737,0.0000011392996,0.0002630235,0.03300127,0.509212,0.00012468334],"about_ca_topic_score_codex":0.00012483551,"about_ca_topic_score_gemma":0.00012347625,"teacher_disagreement_score":0.44078487,"about_ca_system_score_codex":0.000116492454,"about_ca_system_score_gemma":0.00020661036,"threshold_uncertainty_score":0.61519307},"labels":[],"label_agreement":null},{"id":"W4253775797","doi":"10.1080/09515070500469871","title":"Introduction to the special issue","year":2005,"lang":"en","type":"article","venue":"Counselling Psychology Quarterly","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Psychology; Psychoanalysis","score_opus":0.09634437281117014,"score_gpt":0.5081640455640011,"score_spread":0.41181967275283093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253775797","genre_codex":"commentary","genre_gemma":"editorial","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":[0.008985206,0.00024835975,0.105144046,0.8492399,0.003943705,0.00035427028,0.0000036615081,0.00008203785,0.03199881],"genre_scores_gemma":[0.067296505,0.003516473,0.052717537,0.038253214,0.76400834,0.00018653659,0.0000140711545,0.00008591064,0.07392139],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967377,0.0018328851,0.00021653081,0.0003349768,0.00042667214,0.00045121848],"domain_scores_gemma":[0.9987469,0.000512542,0.000052144005,0.00031907295,0.00022371142,0.00014565558],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008276251,0.00009152225,0.0001261691,0.00008374278,0.000805634,0.00009951498,0.00040120902,0.00014186243,0.0022057355],"category_scores_gemma":[0.00020869508,0.00007168901,0.00005522255,0.0004014246,0.00064053666,0.00013343894,0.000002474,0.00043098084,0.0043320125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033501092,0.00003344499,0.000006201305,0.0000015539617,0.000009095774,8.7360723e-7,0.1533734,0.000014934145,0.00011212426,0.028937297,0.47362542,0.34385213],"study_design_scores_gemma":[0.000097969874,0.00020959812,0.00008177147,0.000003379546,0.0000041370986,0.0000014553966,0.006557447,0.0000152015455,0.000010696282,0.01991875,0.9730085,0.00009107733],"about_ca_topic_score_codex":0.00008582772,"about_ca_topic_score_gemma":0.0014986933,"teacher_disagreement_score":0.8109867,"about_ca_system_score_codex":0.00004907536,"about_ca_system_score_gemma":0.000063137355,"threshold_uncertainty_score":0.9987064},"labels":[],"label_agreement":null},{"id":"W4253935579","doi":"10.18192/cjcs.v0i2.1099","title":"Editorial Comment","year":2014,"lang":"en","type":"editorial","venue":"Conversations The Journal of Cavellian Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.1467268877869971,"score_gpt":0.5196201486108843,"score_spread":0.37289326082388724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253935579","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":[0.0000022960555,0.0030063097,0.0018812947,0.037072092,0.95599824,0.00017407577,0.000029516012,0.000008677964,0.0018274946],"genre_scores_gemma":[0.00006340456,0.034323245,0.0005710627,0.00015529396,0.96251124,0.0000049409837,0.0000037258635,0.000017050046,0.0023500118],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892501,0.0066085123,0.00068313756,0.00011581837,0.002995015,0.00034738227],"domain_scores_gemma":[0.9501147,0.041010804,0.001220274,0.0002779261,0.007194716,0.00018155987],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.0330415,0.00019077618,0.0005980531,0.00015827475,0.0014851242,0.000108941225,0.0008329096,0.00045700374,0.000044986253],"category_scores_gemma":[0.045199458,0.00012129212,0.00024329445,0.00025973542,0.002734968,0.00015569152,0.00012212695,0.0019723782,0.000037385133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004084492,0.000016780215,0.0000017568083,0.000048604732,0.0004536353,8.781515e-7,0.075052425,0.0000037318619,9.73595e-7,0.0032591065,0.92054176,0.0005795143],"study_design_scores_gemma":[0.0003180454,0.0001448255,6.533805e-7,0.0001659279,0.00021005848,1.7496458e-7,0.0753152,0.0000010469888,0.0000032274436,0.011016208,0.9127057,0.00011890313],"about_ca_topic_score_codex":0.0002997911,"about_ca_topic_score_gemma":0.00034332756,"teacher_disagreement_score":0.039135415,"about_ca_system_score_codex":0.00053570466,"about_ca_system_score_gemma":0.0019526433,"threshold_uncertainty_score":0.999979},"labels":[],"label_agreement":null},{"id":"W4253946849","doi":"10.1007/978-1-4939-7131-2_100994","title":"Research Methodology","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Calgary","funders":"","keywords":"Computer science","score_opus":0.9113521431130944,"score_gpt":0.7291836239504847,"score_spread":0.18216851916260968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253946849","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":[0.0000018466441,0.00041750917,0.0063951304,0.010346829,0.0003296052,0.00029520498,0.000009285765,0.00006705694,0.98213756],"genre_scores_gemma":[0.000007803097,0.0022133288,0.084198214,0.00022928473,0.0016746866,0.000010007968,0.000004018513,0.00003423256,0.9116284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9832905,0.013077451,0.0002835076,0.00049172866,0.0020434526,0.00081339345],"domain_scores_gemma":[0.97563213,0.021677576,0.00007233976,0.0003746135,0.0019284465,0.00031488042],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.11387779,0.00015160558,0.00037308806,0.0004135848,0.0011002983,0.00010160189,0.0006645143,0.0010949296,0.06615596],"category_scores_gemma":[0.01063027,0.00012989106,0.00014616603,0.00011491687,0.009605144,0.00007217365,0.00026181192,0.0019774998,0.005470229],"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":[0.000009519638,0.0000033532203,3.029043e-7,0.0000150623655,0.000029876295,0.000006885919,0.015327251,5.5698965e-9,0.0000052323353,0.86586946,0.103708886,0.015024137],"study_design_scores_gemma":[0.00002059025,0.000058685902,4.3217193e-7,0.000022944461,0.000002637651,1.6323165e-7,0.0042419457,2.6853843e-7,0.0000067614424,0.48854285,0.50702286,0.00007984969],"about_ca_topic_score_codex":0.0027813846,"about_ca_topic_score_gemma":0.0063784258,"teacher_disagreement_score":0.403314,"about_ca_system_score_codex":0.00023397566,"about_ca_system_score_gemma":0.0014525236,"threshold_uncertainty_score":0.9977036},"labels":[],"label_agreement":null},{"id":"W4254208596","doi":"10.1007/978-981-10-5251-4_37","title":"Finding Meaning: A Cross-Language Mixed-Methods Research Strategy","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McGill University","funders":"","keywords":"Interpreter; Subjectivity; Meaning (existential); Linguistics; Focus (optics); Computer science; Psychology; Sociology; Epistemology","score_opus":0.5222954044289289,"score_gpt":0.6778564771404666,"score_spread":0.15556107271153774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254208596","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":[0.000072591734,0.0010728578,0.0057384074,0.0010765656,0.0005348372,0.0007242011,0.0000370475,0.0001218365,0.9906216],"genre_scores_gemma":[0.0010105894,0.00093963963,0.048994716,0.000068750865,0.0008000881,0.000014917348,0.000019256924,0.00009551014,0.9480565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9850999,0.008751077,0.0005975562,0.0009362894,0.0031507004,0.0014644369],"domain_scores_gemma":[0.9806941,0.016582917,0.00020414477,0.0006813901,0.0013492602,0.00048819947],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.087707415,0.0003661905,0.0006608577,0.00063595787,0.0015816223,0.0009188822,0.0011506131,0.001403277,0.011938548],"category_scores_gemma":[0.008861522,0.0003283592,0.00032748832,0.00026991018,0.0038193995,0.00029238692,0.00047330846,0.003981909,0.0017100059],"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":[0.000016253514,0.000010275115,0.000009987278,0.00010723225,0.00006181495,0.00002884957,0.021385998,0.0000017080941,0.00013121808,0.88950974,0.003999171,0.08473775],"study_design_scores_gemma":[0.00013563744,0.00013277876,0.000011185322,0.0001841342,0.000008744125,8.139832e-7,0.028292807,0.000019750787,0.00010468754,0.4209217,0.5498082,0.00037951363],"about_ca_topic_score_codex":0.002783415,"about_ca_topic_score_gemma":0.0024343675,"teacher_disagreement_score":0.54580903,"about_ca_system_score_codex":0.0005430758,"about_ca_system_score_gemma":0.0030012657,"threshold_uncertainty_score":0.99991685},"labels":[],"label_agreement":null},{"id":"W4254906886","doi":"10.1002/9781118786352.wbieg0378","title":"Autobiography","year":2017,"lang":"en","type":"other","venue":"International Encyclopedia of Geography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Brock University","funders":"","keywords":"Biography; Reflexivity; Solidarity; Sociology; Semiotics; Ethnography; Empiricism; Aesthetics; Humanism; Epistemology; Nature versus nurture; Dialogic; Autoethnography; Literature; Gender studies; Philosophy; Social science; Art; Anthropology; Political science; Law","score_opus":0.05287951066451608,"score_gpt":0.45640619203199595,"score_spread":0.4035266813674799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254906886","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":[0.0000064266483,0.0015209421,0.00053410523,0.0017764014,0.0021486855,0.00022198474,0.00028140814,0.000104402105,0.99340564],"genre_scores_gemma":[0.00016378025,0.05936264,0.009526488,0.00006533879,0.001552501,0.000035932346,0.000059305574,0.00013483391,0.9290992],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975717,0.00047039663,0.000215763,0.00029039383,0.0011590448,0.00029271],"domain_scores_gemma":[0.99832237,0.00038439897,0.000502338,0.00035550506,0.00029120978,0.00014418883],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018775952,0.00017275063,0.00029176968,0.0012022346,0.0001963114,0.00006648151,0.001261348,0.0003846433,0.003760197],"category_scores_gemma":[0.0012063,0.00016963949,0.0004094149,0.0001911448,0.00219292,0.00009851133,0.00010683526,0.00035012965,0.0000501736],"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":[0.000011058256,0.00008824049,0.011176597,0.000055853598,0.00046753435,0.000008872395,0.0012405489,1.08076726e-7,0.0000016405893,0.107700765,0.8317657,0.047483064],"study_design_scores_gemma":[0.00012597753,0.000020313631,0.0014055774,0.0002410767,0.00001703979,1.2741249e-7,0.00019341704,5.530831e-7,0.0000010564834,0.01247055,0.98535365,0.00017065497],"about_ca_topic_score_codex":0.019694977,"about_ca_topic_score_gemma":0.00328726,"teacher_disagreement_score":0.15358794,"about_ca_system_score_codex":0.000019568139,"about_ca_system_score_gemma":0.00025549473,"threshold_uncertainty_score":0.9971505},"labels":[],"label_agreement":null},{"id":"W4254970586","doi":"10.1108/s1042-319220180000016033","title":"Index","year":2018,"lang":"en","type":"paratext","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Publishing; Memoir; Biography; Sociology; Media studies; Psychology; Art; Political science; Art history; Law","score_opus":0.3422433367732607,"score_gpt":0.623667907516073,"score_spread":0.28142457074281235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254970586","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":[0.0000072375533,0.00036145534,0.014286086,0.0058183735,0.0017488067,0.0001528215,0.000019141764,0.000023496996,0.9775826],"genre_scores_gemma":[0.00016906222,0.002350651,0.003912059,0.00047346394,0.0027702735,0.000012534032,0.000013945175,0.000014239682,0.9902838],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99541664,0.002995837,0.00014200849,0.00022694847,0.00079697976,0.0004215825],"domain_scores_gemma":[0.9979579,0.0012011802,0.00006230022,0.00017219242,0.00041533913,0.00019107945],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007603352,0.000103044295,0.00019880323,0.00009524073,0.00054241053,0.00013894647,0.00040383788,0.00057130435,0.13506597],"category_scores_gemma":[0.0017785288,0.000083996616,0.00008242515,0.00025841512,0.002041593,0.00007017893,0.0000769276,0.00058150623,0.06261115],"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":[0.000002645724,0.000007038789,0.0000028774405,0.000019436604,0.0000142614335,4.7700087e-7,0.0064632045,5.0532826e-8,9.705739e-7,0.058356162,0.930414,0.00471887],"study_design_scores_gemma":[0.00003340907,0.00002358525,0.0000047759113,0.000028300845,0.0000017511345,3.0184715e-8,0.0038919616,0.000002123709,0.0000075899607,0.015961383,0.9799224,0.00012269766],"about_ca_topic_score_codex":0.008180357,"about_ca_topic_score_gemma":0.0026402809,"teacher_disagreement_score":0.07245482,"about_ca_system_score_codex":0.000104183164,"about_ca_system_score_gemma":0.0013518825,"threshold_uncertainty_score":0.99842423},"labels":[],"label_agreement":null},{"id":"W4255432353","doi":"10.1002/9781405165518.wbeosi084","title":"Institutional ethnography","year":2012,"lang":"en","type":"other","venue":"The Blackwell Encyclopedia of Sociology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Ethnography; Sociology; Ethnomethodology; Social worlds; Social science; Gender studies; Epistemology; Anthropology","score_opus":0.11734881408913538,"score_gpt":0.460811785353943,"score_spread":0.3434629712648076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255432353","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":[0.00006545942,0.011238341,0.0006871613,0.0035730957,0.0009313057,0.00034541526,0.000058383444,0.000075717275,0.98302513],"genre_scores_gemma":[0.0014705805,0.07291007,0.0044948594,0.0005137006,0.0032874069,0.000062150146,0.000039696344,0.0001860307,0.9170355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99434775,0.0041276305,0.00026141416,0.00020843437,0.0004983867,0.000556362],"domain_scores_gemma":[0.997052,0.0021453805,0.00029622045,0.00029380003,0.000104033796,0.000108535176],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006438014,0.00018166956,0.00038924895,0.00018302235,0.00037990866,0.000006189093,0.0006703451,0.0008742235,0.0060053277],"category_scores_gemma":[0.0011096974,0.00012650016,0.00020705519,0.00022750355,0.01653247,0.000041737236,0.00011179149,0.0008569042,0.00036993963],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007072207,0.00004386227,0.000230002,0.00006107644,0.00010311772,8.7693144e-7,0.03859936,3.4007795e-7,0.000002382356,0.62374663,0.33183622,0.0053690327],"study_design_scores_gemma":[0.000091993636,0.000022818609,0.00013666601,0.000035695044,0.000030962587,2.2730053e-7,0.0044671535,2.4059176e-7,8.793786e-7,0.07499897,0.92008007,0.00013431674],"about_ca_topic_score_codex":0.0032557596,"about_ca_topic_score_gemma":0.0004764015,"teacher_disagreement_score":0.58824384,"about_ca_system_score_codex":0.00004365089,"about_ca_system_score_gemma":0.0006167733,"threshold_uncertainty_score":0.9949033},"labels":[],"label_agreement":null},{"id":"W4255870577","doi":"10.24124/2013/bpgub931","title":"ARTivism: Gender and artistic expression at AWAC.","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Subordination (linguistics); Gender studies; Normative; Sociology; Human sexuality; Disadvantage; Power (physics); Indigenous; Expression (computer science); The arts; Visual arts; Political science; Art","score_opus":0.2441608087957377,"score_gpt":0.5452593241006785,"score_spread":0.30109851530494075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255870577","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":[0.13141114,0.0014500244,0.0021216199,0.00069120096,0.00054692174,0.0006374115,0.000010363575,0.00009421183,0.8630371],"genre_scores_gemma":[0.1433906,0.0026712492,0.013560339,0.00019061753,0.0004062903,0.00014690567,0.00017658019,0.000046346122,0.8394111],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970242,0.0014711397,0.00018268502,0.0002944082,0.00068262214,0.0003449718],"domain_scores_gemma":[0.9980605,0.00124799,0.000094196614,0.00012294683,0.0002361325,0.00023818652],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024344719,0.00013392893,0.00020161779,0.000077166296,0.0007118904,0.00013193607,0.00012015697,0.00036791948,0.003718339],"category_scores_gemma":[0.0018423842,0.00010578847,0.0000469657,0.0001041004,0.00033575433,0.00013689089,0.000037754005,0.0003494226,0.0002759455],"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":[0.00007969114,0.00007894114,0.00042906174,0.0006383057,0.00006297395,0.000011108185,0.23544268,3.566122e-7,0.021761833,0.62170666,0.08233065,0.037457753],"study_design_scores_gemma":[0.00044856843,0.00011799669,0.020649066,0.00041887347,0.000060621955,8.3472156e-7,0.26994324,0.00009375103,0.009315908,0.4468053,0.25102258,0.0011232856],"about_ca_topic_score_codex":0.0012030101,"about_ca_topic_score_gemma":0.0017234085,"teacher_disagreement_score":0.17490135,"about_ca_system_score_codex":0.00008184215,"about_ca_system_score_gemma":0.00020768702,"threshold_uncertainty_score":0.9971924},"labels":[],"label_agreement":null},{"id":"W4255972820","doi":"10.1002/9781118786352.wbieg1149","title":"Feminist Methodologies","year":2017,"lang":"en","type":"other","venue":"International Encyclopedia of Geography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":14,"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":"Praxis; Underpinning; Sociology; Feminist philosophy; Space (punctuation); Feminism; Knowledge production; Epistemology; Feminist theory; Power (physics); Gender studies; Computer science; Knowledge management; Engineering","score_opus":0.14962405749526386,"score_gpt":0.5184442300874289,"score_spread":0.36882017259216504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255972820","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":[0.0000028298223,0.0012624857,0.0015164494,0.0018046997,0.0021134727,0.00018224432,0.00024683727,0.00009161854,0.9927794],"genre_scores_gemma":[0.000076098164,0.037826538,0.0671119,0.00007494987,0.0013399767,0.00003339578,0.000031307023,0.000099729165,0.8934061],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971588,0.0010533824,0.00021839635,0.00027872654,0.0010226398,0.0002680449],"domain_scores_gemma":[0.9973167,0.0015014308,0.0005381407,0.00033079687,0.00020741514,0.00010550346],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040013343,0.00016174573,0.00032991037,0.0005998999,0.00019686228,0.00006840857,0.0013352332,0.00038737254,0.0026460965],"category_scores_gemma":[0.0064481967,0.00015126595,0.0002774869,0.000105422376,0.0026261348,0.0000569006,0.00015473379,0.00035673587,0.000038941012],"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":[0.000019971272,0.000051036815,0.0064449348,0.00007403001,0.00043008107,0.000012169533,0.0025573024,1.8015257e-7,0.0000026719126,0.22285213,0.6792756,0.08827993],"study_design_scores_gemma":[0.00009300653,0.000021481803,0.0005348715,0.00017941638,0.00001527624,2.0837804e-7,0.0007128077,2.9242113e-7,0.0000027491417,0.031929336,0.96636015,0.00015040261],"about_ca_topic_score_codex":0.013569016,"about_ca_topic_score_gemma":0.0021027029,"teacher_disagreement_score":0.28708458,"about_ca_system_score_codex":0.000024929986,"about_ca_system_score_gemma":0.00028016607,"threshold_uncertainty_score":0.9982656},"labels":[],"label_agreement":null},{"id":"W4256176298","doi":"10.1007/s00453-007-9038-1","title":"Introduction to Special Issue","year":2007,"lang":"en","type":"article","venue":"Algorithmica","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Carleton University","funders":"","keywords":"Theory of computation; Computer science; Programming language","score_opus":0.07933103756193996,"score_gpt":0.5005551903739914,"score_spread":0.4212241528120515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256176298","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048657227,0.000045617777,0.21261512,0.32337272,0.004449852,0.00052491756,0.0000077901495,0.00014027246,0.45397797],"genre_scores_gemma":[0.009322639,0.00012509231,0.44234946,0.0026918931,0.4535898,0.00001968277,0.000009136778,0.00003877661,0.09185352],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826354,0.0004836649,0.00013598308,0.00019605392,0.000513281,0.00040748104],"domain_scores_gemma":[0.9989039,0.0005101289,0.000023294955,0.000118489836,0.00019611193,0.00024810625],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00958553,0.000054457803,0.0000883075,0.000097969925,0.0003947672,0.000050471925,0.0001607866,0.000081655155,0.0024737213],"category_scores_gemma":[0.0026532908,0.00005353175,0.00003470283,0.00049703947,0.00030473594,0.00010681762,0.000034440684,0.00020864922,0.0011246532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018933995,0.000024143228,0.000013710067,0.0000026198188,0.000006756205,0.000004882977,0.021802353,5.6237116e-7,0.00029480518,0.111826904,0.20629334,0.659711],"study_design_scores_gemma":[0.000049704176,0.00004543018,0.0002844861,0.0000023221162,0.0000017044378,3.2048786e-7,0.0075871274,0.0000029654193,0.0011812731,0.013878146,0.9768917,0.00007483664],"about_ca_topic_score_codex":0.00081395643,"about_ca_topic_score_gemma":0.00072345993,"teacher_disagreement_score":0.77059835,"about_ca_system_score_codex":0.00012135443,"about_ca_system_score_gemma":0.00010089715,"threshold_uncertainty_score":0.9996531},"labels":[],"label_agreement":null},{"id":"W4256181495","doi":"10.22215/etd/2013-09904","title":"The Identity Formation Experiences of Second Wave Argentinian Immigrants to Canada","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Carleton University","funders":"","keywords":"Immigration; Identity (music); Feeling; Identity formation; Qualitative research; Identification (biology); Gender studies; Social capital; Participant observation; Sociology; Political science; Social psychology; Psychology; Social science; Self-concept; Aesthetics; Law","score_opus":0.12208213547852169,"score_gpt":0.4845201555018727,"score_spread":0.362438020023351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256181495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9276011,0.00022152267,0.00030871245,0.0011505578,0.001292809,0.00063412817,0.000018441451,0.000010161529,0.06876258],"genre_scores_gemma":[0.82892495,0.00042545606,0.0011553254,0.0002119146,0.00014593612,0.0002480978,0.00006768365,0.000013242123,0.16880737],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99685055,0.0010123648,0.0003727303,0.00015095127,0.0012695529,0.00034382785],"domain_scores_gemma":[0.99783796,0.0009182061,0.00022186372,0.00014672652,0.0007065755,0.00016867789],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004171761,0.00010299712,0.00018150403,0.000058679776,0.0009509743,0.00018890877,0.0004006845,0.00013451018,0.0013975654],"category_scores_gemma":[0.0021998861,0.00006998716,0.00006449267,0.00031354092,0.00018235327,0.00034274178,0.00002230036,0.00021901767,0.000015138391],"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":[0.000015897684,0.000009427241,0.0000094759525,0.00011556429,0.000025842686,5.1576626e-7,0.91206527,1.1579743e-7,0.00032111554,0.055633847,0.012738933,0.019063989],"study_design_scores_gemma":[0.000028957431,0.000016319043,0.0010343775,0.000035355533,0.0000034197376,3.5675676e-8,0.93426716,0.0000070989895,0.0026877047,0.004043399,0.057773616,0.00010257224],"about_ca_topic_score_codex":0.9068123,"about_ca_topic_score_gemma":0.99912554,"teacher_disagreement_score":0.100044794,"about_ca_system_score_codex":0.00012571902,"about_ca_system_score_gemma":0.001659549,"threshold_uncertainty_score":0.9995153},"labels":[],"label_agreement":null},{"id":"W4280498888","doi":"10.1177/14687941221098927","title":"Hierarchy and inequality in research: Navigating the challenges of research in Ghana","year":2022,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Inequality; Stigma (botany); Mental health; Data collection; Hierarchy; Psychology; Focus group; Sociology; Public relations; Applied psychology; Political science; Social science; Psychiatry","score_opus":0.8968303792439632,"score_gpt":0.7578192566602281,"score_spread":0.13901112258373516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280498888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7898038,0.012256459,0.000022806136,0.16028357,0.00007063319,0.0021069953,0.000060934814,0.00002217191,0.03537262],"genre_scores_gemma":[0.9937712,0.0033624591,0.0011875947,0.00003584834,0.00012445681,0.0010367389,0.000003954747,0.000032426746,0.00044532208],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.42563242,0.5539968,0.0013410107,0.0012766919,0.014258401,0.0034946592],"domain_scores_gemma":[0.8033647,0.1920969,0.00014367382,0.00078559486,0.0032165132,0.0003926114],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.66805655,0.00017357194,0.00053274824,0.00211983,0.00426925,0.00015650009,0.0016837646,0.0001957635,0.00019229283],"category_scores_gemma":[0.07024662,0.00014659263,0.0000799852,0.010801266,0.017360324,0.00035675493,0.002310078,0.013576922,0.000015594736],"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":[0.0001351699,0.000184115,0.0006043578,0.00017652872,0.000010404463,0.000024292769,0.49329758,0.0000033440522,0.00013351439,0.49015772,0.00012910571,0.015143867],"study_design_scores_gemma":[0.0003160041,0.0004110634,0.0014892708,0.00021449488,3.8552807e-7,4.816136e-7,0.5941021,0.000058175516,0.000056188004,0.40065074,0.0026065023,0.00009462938],"about_ca_topic_score_codex":0.075106256,"about_ca_topic_score_gemma":0.021887878,"teacher_disagreement_score":0.5978099,"about_ca_system_score_codex":0.0013710685,"about_ca_system_score_gemma":0.0024856464,"threshold_uncertainty_score":0.99702704},"labels":[],"label_agreement":null},{"id":"W4281287955","doi":"10.1111/gwao.12867","title":"Caring about the unequal effects of the pandemic: What feminist theory, art, and activism can teach us","year":2022,"lang":"en","type":"article","venue":"Gender Work and Organization","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Royal Roads University","funders":"","keywords":"Pandemic; Feminist theory; Sociology; Coronavirus disease 2019 (COVID-19); Gender studies; Feminism; Medicine","score_opus":0.06817714938360037,"score_gpt":0.3844105036105818,"score_spread":0.31623335422698146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281287955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98895246,0.0015721478,0.0034211993,0.004115064,0.00036583838,0.0003880316,0.0000036925164,0.000025205854,0.00115638],"genre_scores_gemma":[0.9981749,0.0007235903,0.00006112013,0.00032291943,0.000061634695,0.00000778201,0.0000024615972,0.000009979173,0.00063563586],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99626744,0.0030016312,0.00009325729,0.00013352522,0.00034479913,0.00015935686],"domain_scores_gemma":[0.99834085,0.0013742074,0.00007073763,0.00010745646,0.00006257113,0.0000442052],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003664957,0.00005943322,0.00008411287,0.000021536,0.0017741277,0.00012846004,0.00014742209,0.00004439742,0.000034428707],"category_scores_gemma":[0.0010888935,0.00003745354,0.000015541635,0.0005441241,0.00047729272,0.000077803496,0.00018622831,0.0002817404,3.0155832e-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":[0.00001582137,0.00002818935,0.29666215,0.00006008302,0.000046778667,8.3504943e-7,0.51100504,0.000036048245,0.0005622741,0.15129764,0.0002728693,0.04001224],"study_design_scores_gemma":[0.0006874249,0.00010600924,0.4568864,0.00010337922,0.00010866321,0.0000042134875,0.41984445,0.000038574955,0.002087169,0.08456523,0.035201475,0.0003670094],"about_ca_topic_score_codex":0.00014210978,"about_ca_topic_score_gemma":0.000119437354,"teacher_disagreement_score":0.16022426,"about_ca_system_score_codex":0.000054229637,"about_ca_system_score_gemma":0.00014723577,"threshold_uncertainty_score":0.9995254},"labels":[],"label_agreement":null},{"id":"W4281793693","doi":"10.1017/s1049096522000208","title":"Navigating “Insider” and “Outsider” Status as Researchers Conducting Field Experiments","year":2022,"lang":"en","type":"article","venue":"PS Political Science & Politics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Insider; Field (mathematics); Sociology; Political science; Law; Mathematics","score_opus":0.5451407202553049,"score_gpt":0.6498305956646521,"score_spread":0.10468987540934716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281793693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8824665,0.00022010451,0.0001687697,0.04106104,0.00031684653,0.00032989352,0.000027465421,0.000081179474,0.07532823],"genre_scores_gemma":[0.99029064,0.000030301,0.004466035,0.0042453106,0.00024204639,0.00004419333,0.0000018477591,0.000016167629,0.00066342804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9898318,0.0026317292,0.00036236783,0.00057580735,0.0028837777,0.0037145028],"domain_scores_gemma":[0.99178785,0.0049803113,0.0000764993,0.00028429535,0.0003987469,0.0024722936],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.015080783,0.00015626826,0.00022476818,0.00011139914,0.005952348,0.0004655265,0.0006089311,0.00008217361,0.00066087267],"category_scores_gemma":[0.039680358,0.0001592087,0.00006133383,0.00077723607,0.0076840254,0.00050856057,0.00090815924,0.0015298757,0.000020720547],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050157114,0.000042778684,0.0023880703,0.000012948566,0.0000053903314,0.000016962469,0.044900578,0.000001654733,0.0011735089,0.9483382,0.000064440384,0.0030504493],"study_design_scores_gemma":[0.00031384226,0.00042819307,0.0006154393,0.00003908363,0.000008218419,0.000014517711,0.47605595,0.0003539938,0.0077613355,0.49716663,0.016875492,0.0003672795],"about_ca_topic_score_codex":0.05354128,"about_ca_topic_score_gemma":0.00012924425,"teacher_disagreement_score":0.45117155,"about_ca_system_score_codex":0.0013695474,"about_ca_system_score_gemma":0.003342602,"threshold_uncertainty_score":0.9953418},"labels":[],"label_agreement":null},{"id":"W4282982725","doi":"10.1177/10778004221099972","title":"Road Trips and Guideposts: Identifying and Navigating Ethical Tensions in Research-Based Theater","year":2022,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Engineering ethics; Mandate; TRIPS architecture; Sociology; Research ethics; Public relations; Political science; Law; Engineering","score_opus":0.782660821606931,"score_gpt":0.7042924090544577,"score_spread":0.07836841255247329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282982725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89841455,0.0014045897,0.0013409231,0.09600923,0.00020917942,0.0006171247,0.00003242512,0.000050131264,0.0019218321],"genre_scores_gemma":[0.9881273,0.00016927846,0.0096681705,0.0014567969,0.00011593066,0.00019429695,0.000008738489,0.000022029079,0.00023746834],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93667597,0.059789006,0.0005034582,0.0005325271,0.0017615159,0.0007375115],"domain_scores_gemma":[0.97980994,0.019180804,0.00010122753,0.0001868601,0.0004565999,0.00026454194],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.10359667,0.00013523705,0.00029813417,0.00029373646,0.0028970388,0.00018620341,0.00025194278,0.00019959267,0.00014890112],"category_scores_gemma":[0.022946551,0.00012803437,0.000050828734,0.001105008,0.0069917035,0.00021898831,0.00042518106,0.003829557,0.0000063898938],"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":[0.0000724886,0.00004846005,0.000500981,0.0000558275,0.000012237832,0.00003782122,0.8369871,0.000005271645,0.001031077,0.15013883,0.00058647734,0.010523429],"study_design_scores_gemma":[0.0004863066,0.00018744306,0.0017100653,0.00015464588,0.0000031350392,0.0000014804951,0.8107511,0.0002189193,0.00005916794,0.1820107,0.004252337,0.00016469778],"about_ca_topic_score_codex":0.008597456,"about_ca_topic_score_gemma":0.0011066195,"teacher_disagreement_score":0.094552435,"about_ca_system_score_codex":0.00030669812,"about_ca_system_score_gemma":0.0004920433,"threshold_uncertainty_score":0.99846864},"labels":[],"label_agreement":null},{"id":"W4283580439","doi":"10.1371/journal.pgph.0000153","title":"You can’t report your feelings: The hidden labor of managing threats to safety by women in global public health fieldwork","year":2022,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"University of Toronto","keywords":"Feeling; Public health; Public relations; Psychology; Business; Political science; Social psychology; Medicine; Nursing","score_opus":0.23119579613614263,"score_gpt":0.5009088454137274,"score_spread":0.26971304927758477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283580439","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":[0.07160109,0.0019418207,0.0008762652,0.9087178,0.0003491769,0.0012555427,0.0009478097,0.00009531755,0.014215182],"genre_scores_gemma":[0.9326873,0.002333212,0.0041716807,0.057915155,0.00037893196,0.00047803318,0.00012918714,0.000035372534,0.001871137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98251164,0.010277549,0.0011639573,0.0006872467,0.0026383197,0.0027212638],"domain_scores_gemma":[0.9961084,0.0007025431,0.00052985776,0.00058122503,0.00039110394,0.0016868307],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.05615097,0.00020987366,0.0006312859,0.000118853146,0.0019607227,0.0002272487,0.0011780284,0.00010754758,0.00029527085],"category_scores_gemma":[0.0076836436,0.00018333114,0.000092241105,0.004024654,0.00038989403,0.00026665576,0.00059723365,0.0007907582,0.000006124315],"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":true,"study_design_scores_codex":[0.00009944143,0.00095975754,0.09147112,0.00032104703,0.00016725242,0.000046575617,0.22353698,0.00002386769,0.0000015603467,0.33679086,0.052490197,0.29409134],"study_design_scores_gemma":[0.0005405117,0.00054577395,0.015595498,0.000060858958,0.0000027688236,0.000009623502,0.27640197,0.000062898864,3.10341e-7,0.059916377,0.64654493,0.00031846354],"about_ca_topic_score_codex":0.08207375,"about_ca_topic_score_gemma":0.01873916,"teacher_disagreement_score":0.8610862,"about_ca_system_score_codex":0.009219897,"about_ca_system_score_gemma":0.014197908,"threshold_uncertainty_score":0.99933857},"labels":[],"label_agreement":null},{"id":"W4283835150","doi":"10.1177/10497323221112620","title":"The Emotional and Psychological Labor of Insider Qualitative Research Among Systemically Marginalized Groups: Revisiting the Uses of Reflexivity","year":2022,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Insider; Reflexivity; Openness to experience; Relevance (law); Equity (law); Sociology; Embodied cognition; Public relations; Psychology; Inclusion (mineral); Diversity (politics); Qualitative research; Social psychology; Political science; Social science; Epistemology","score_opus":0.8651744938875249,"score_gpt":0.7653304265596579,"score_spread":0.09984406732786699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283835150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7774277,0.008153354,0.0006397028,0.205205,0.00013464777,0.0027824023,0.0002731288,0.000031151423,0.005352955],"genre_scores_gemma":[0.9915361,0.0032209565,0.0031095536,0.000227883,0.00022449918,0.0006264961,0.00000943682,0.000027989596,0.0010170871],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.5351682,0.4519559,0.0016085322,0.00077869266,0.008665956,0.0018227656],"domain_scores_gemma":[0.78224164,0.21076736,0.00064922177,0.00059118134,0.0053188,0.000431792],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.5151208,0.00018360332,0.0006748399,0.00044363836,0.009961526,0.00015390111,0.001215854,0.00014659196,0.00018614242],"category_scores_gemma":[0.08162986,0.00011544994,0.00014518859,0.0038078686,0.021166911,0.0002347694,0.0009377904,0.0040772855,0.0000062373683],"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":[0.00037856982,0.000101312165,0.00030244072,0.00044924067,0.000042759864,0.0000020145906,0.4648469,0.0000013171008,0.00013023677,0.5285807,0.001240235,0.003924227],"study_design_scores_gemma":[0.00034922667,0.0010165878,0.004342035,0.00027246983,0.0000022224403,0.0000011666689,0.74967426,0.00002219705,0.00001438677,0.2341757,0.010036167,0.00009359435],"about_ca_topic_score_codex":0.012106357,"about_ca_topic_score_gemma":0.0010834555,"teacher_disagreement_score":0.43349096,"about_ca_system_score_codex":0.00072444585,"about_ca_system_score_gemma":0.0021413735,"threshold_uncertainty_score":0.9982203},"labels":[],"label_agreement":null},{"id":"W4284885288","doi":"10.3897/jbgs.e87749","title":"Insights from feminist geography: positionality, knowledge production, and difference","year":2022,"lang":"en","type":"article","venue":"Journal of the Bulgarian Geographical Society","topic":"Qualitative Research Methods and Ethics","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":"Critical geography; Human geography; Reflexivity; Knowledge production; Indigenous; Historical geography; Cultural geography; Sociology; TRACE (psycholinguistics); Time geography; Development geography; Gender studies; Feminist philosophy; Social science; Ecology","score_opus":0.06135888052009469,"score_gpt":0.3937910264850557,"score_spread":0.332432145964961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284885288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9090424,0.0035901298,0.0005410675,0.08316439,0.0013596126,0.00027952995,0.000056755372,0.00002217141,0.0019439053],"genre_scores_gemma":[0.99563783,0.00040579925,0.0022425104,0.0008407929,0.0006264038,0.0000106827265,0.0000018703234,0.000008333209,0.00022577446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9940643,0.0038704514,0.00038200658,0.0002139215,0.0012176165,0.00025173163],"domain_scores_gemma":[0.9973397,0.001512212,0.0003219961,0.00018238401,0.00040182893,0.00024185982],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004307899,0.00011173569,0.00023339964,0.00006727597,0.003095452,0.00013547497,0.0006288016,0.00010967719,0.000118864926],"category_scores_gemma":[0.0016123431,0.00007721652,0.00054211286,0.0009052938,0.0023333372,0.00010326322,0.00038404652,0.0013811013,5.927507e-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":[0.00027326526,0.002283065,0.34435675,0.000070479924,0.0014131485,0.000011844598,0.17435569,0.000026179641,0.006139481,0.4443829,0.018676605,0.008010581],"study_design_scores_gemma":[0.00036276452,0.00021326212,0.3619973,0.0000766247,0.000074163065,0.00001265264,0.023002652,0.000018441708,0.00005115121,0.5376524,0.0763337,0.00020491664],"about_ca_topic_score_codex":0.0008688942,"about_ca_topic_score_gemma":0.00026718772,"teacher_disagreement_score":0.15135303,"about_ca_system_score_codex":0.00010241383,"about_ca_system_score_gemma":0.0003048758,"threshold_uncertainty_score":0.9982024},"labels":[],"label_agreement":null},{"id":"W4284894013","doi":"10.15273/jue.v12i2.11410","title":"When Facts Falter: Practicing Reflexive Ethnography When Co-Constructing the Identity of Syrian Refugee Women","year":2022,"lang":"en","type":"article","venue":"Journal for Undergraduate Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reflexivity; Refugee; Ethnography; Negotiation; Identity (music); Construct (python library); Gender studies; Participant observation; Sociology; Identity negotiation; Value (mathematics); Social psychology; Political science; Psychology; Anthropology; Social science; Aesthetics; Law","score_opus":0.2141916377244231,"score_gpt":0.5207248552900454,"score_spread":0.30653321756562235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284894013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73297524,0.0020241567,0.06395591,0.17400618,0.005262393,0.0030232496,0.0003390634,0.00023739199,0.018176392],"genre_scores_gemma":[0.96017754,0.0012391722,0.0357046,0.0011489863,0.00071975775,0.0002367107,0.0000124681355,0.00007771751,0.0006830191],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9858544,0.008951198,0.0009902744,0.0004115574,0.0025593142,0.001233295],"domain_scores_gemma":[0.9907044,0.0061641666,0.0014633313,0.00039279135,0.00082920695,0.0004460821],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.041321963,0.00027661808,0.00054755376,0.0009629887,0.007804534,0.0005057699,0.0012717007,0.00015848297,0.00018708989],"category_scores_gemma":[0.0034456714,0.00022250591,0.0007892395,0.00165903,0.0023097747,0.0013819931,0.00024772112,0.0027538994,0.0000022214451],"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":[0.00074599753,0.00031866887,0.008597205,0.00027095442,0.0016032783,0.000028891367,0.641061,0.000083266146,0.0026564403,0.29503977,0.011894533,0.037699964],"study_design_scores_gemma":[0.00055545225,0.00039011022,0.00013782481,0.000051873678,0.00005277908,0.000015099408,0.28675434,0.0000122003175,0.0001736589,0.5877619,0.123882785,0.00021203252],"about_ca_topic_score_codex":0.0012456807,"about_ca_topic_score_gemma":0.00080253097,"teacher_disagreement_score":0.3543067,"about_ca_system_score_codex":0.00041173847,"about_ca_system_score_gemma":0.0007329557,"threshold_uncertainty_score":0.99954677},"labels":[],"label_agreement":null},{"id":"W4285115180","doi":"10.1177/16094069221103665","title":"Exploring the Expansive Properties of Interpretive Description: An Invitation to Anti-oppressive Researchers","year":2022,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":24,"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":"Sociology; Situated; Expansive; Variety (cybernetics); Privilege (computing); Inclusion (mineral); Engineering ethics; Power (physics); Racism; Participatory action research; Public relations; Epistemology; Political science; Social science; Computer science; Law; Engineering; Gender studies","score_opus":0.9426177308510831,"score_gpt":0.7163788787160428,"score_spread":0.22623885213504036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285115180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70066434,0.00051599625,0.25864798,0.036448594,0.0018737407,0.0004749724,0.000049509792,0.000013124836,0.0013117547],"genre_scores_gemma":[0.8536622,0.00018423377,0.1448829,0.00058665464,0.0003149441,0.0001314201,0.0000018544454,0.00001798032,0.00021782318],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93101984,0.064847395,0.00083473756,0.00021939015,0.002770718,0.00030789193],"domain_scores_gemma":[0.9838578,0.009590283,0.0007708659,0.00017050581,0.0053764493,0.0002340764],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0779494,0.0001312962,0.00033366546,0.0006024811,0.00064284337,0.00013969673,0.001374383,0.00003452968,0.00010110662],"category_scores_gemma":[0.04030591,0.00009708929,0.00019509863,0.00071116333,0.001287111,0.0013915556,0.00032422206,0.00093190494,0.0000020248322],"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":[0.0005618783,0.00023880877,0.000024079885,0.000011353077,0.00022752782,0.000010311346,0.8615284,0.00030814199,0.043647327,0.04724905,0.0001810122,0.0460121],"study_design_scores_gemma":[0.0004400045,0.00071049633,0.00039296542,0.0001648727,0.00001568357,0.000006105021,0.9360376,0.00004491744,0.018940434,0.03302601,0.010095873,0.00012502391],"about_ca_topic_score_codex":0.00086092437,"about_ca_topic_score_gemma":0.00007153418,"teacher_disagreement_score":0.15299785,"about_ca_system_score_codex":0.00065496226,"about_ca_system_score_gemma":0.0007921078,"threshold_uncertainty_score":0.967778},"labels":[],"label_agreement":null},{"id":"W4285121294","doi":"10.1177/16094069221100639","title":"A Methodological and Practical Guide to Study Peripheral Voices in Qualitative Research","year":2022,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"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":"Qualitative research; Phenomenon; Narrative; Selection (genetic algorithm); Inclusion (mineral); Plan (archaeology); Object (grammar); Research Object; Sociology; Psychology; Engineering ethics; Epistemology; Computer science; Social science; Engineering; Linguistics; Artificial intelligence","score_opus":0.9574498116713229,"score_gpt":0.850436268705616,"score_spread":0.10701354296570698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285121294","genre_codex":"methods","genre_gemma":"methods","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4257917,0.0006467493,0.4482521,0.11770821,0.0011249073,0.0009996317,0.000040749484,0.000018188659,0.005417733],"genre_scores_gemma":[0.17501043,0.00010396162,0.82309616,0.0006389376,0.00030472083,0.00012325318,0.0000010388547,0.000017448492,0.00070403353],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.4703802,0.5218353,0.0015366895,0.0005087402,0.005062826,0.000676246],"domain_scores_gemma":[0.8653933,0.12995991,0.0005510246,0.00015651876,0.0035099671,0.00042929282],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.53632206,0.00017590717,0.000641746,0.0012178654,0.0008073472,0.00021938773,0.0008485416,0.000087291686,0.00071540195],"category_scores_gemma":[0.18629217,0.00015249658,0.00015243758,0.0013750631,0.0014208434,0.0005198587,0.0007641527,0.0024639836,0.0000038577505],"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":[0.0009810128,0.000675495,0.00042839558,0.000005388865,0.0002240825,0.00027004714,0.8416037,0.00003249337,0.00062808587,0.13111153,0.00081667106,0.023223104],"study_design_scores_gemma":[0.0007867582,0.0014197977,0.0012073412,0.0000212067,0.00000903333,0.000026800333,0.76210463,0.00002513463,0.00006185152,0.18053305,0.053665295,0.00013911007],"about_ca_topic_score_codex":0.0024696786,"about_ca_topic_score_gemma":0.00045434994,"teacher_disagreement_score":0.3950131,"about_ca_system_score_codex":0.0010497846,"about_ca_system_score_gemma":0.0010496661,"threshold_uncertainty_score":0.9998374},"labels":[],"label_agreement":null},{"id":"W4285207448","doi":"10.1016/b978-0-323-91888-6.00030-2","title":"Reflexivity practice during ethnographic informed fieldwork","year":2022,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Waterloo","funders":"","keywords":"Reflexivity; CLARITY; Context (archaeology); Ethnography; Pharmacist; Qualitative research; Sociology; Psychology; Medicine; Nursing; Social science; Pharmacy","score_opus":0.1840383505833331,"score_gpt":0.5067755434602043,"score_spread":0.3227371928768712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285207448","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":[0.000042332842,0.0010394297,0.000005633276,0.0049333796,0.0004652439,0.00063013326,0.000024418796,0.00012258663,0.9927368],"genre_scores_gemma":[0.00030037484,0.0041184095,0.0032097385,0.0009514553,0.00058769656,0.000088972345,0.000010523139,0.000057213936,0.9906756],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994662,0.0019352834,0.0004861406,0.00046415077,0.0017998439,0.0006525838],"domain_scores_gemma":[0.9934384,0.0049483506,0.0004317149,0.0005246626,0.00034822893,0.00030859397],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010315092,0.00030869732,0.0004676338,0.00028662634,0.0019802584,0.00014540087,0.0006213376,0.000607849,0.0028321166],"category_scores_gemma":[0.0049761,0.00031649024,0.00035132852,0.00008607016,0.0012665523,0.0002733991,0.00038534732,0.0030968937,0.00008934655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005650711,0.000008351161,0.0000035461062,0.00013219127,0.00011004475,0.000050384988,0.025757715,2.3225903e-7,0.0000024953665,0.388404,0.00012597957,0.58534855],"study_design_scores_gemma":[0.00013138716,0.00006087257,0.000010904009,0.00016939682,0.000047478727,0.0000023813477,0.0028171279,1.1088821e-7,0.0000029281043,0.08585554,0.9105619,0.00033996248],"about_ca_topic_score_codex":0.00009277388,"about_ca_topic_score_gemma":0.0012674055,"teacher_disagreement_score":0.9104359,"about_ca_system_score_codex":0.0003636552,"about_ca_system_score_gemma":0.0012751388,"threshold_uncertainty_score":0.9999287},"labels":[],"label_agreement":null},{"id":"W4285247310","doi":"10.3102/ip.22.1884962","title":"Post-Qualitative Methodology and Its Relationship to Psychoanalytic Theory","year":2022,"lang":"en","type":"article","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Psychoanalytic theory; Computer science; Qualitative research; Psychoanalysis; Sociology; Psychology; Social science","score_opus":0.620364133891055,"score_gpt":0.6553027541023949,"score_spread":0.034938620211339866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285247310","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":[0.1613081,0.0012509888,0.18418092,0.31159604,0.0005087883,0.0013158374,0.000106628286,0.00017703255,0.33955568],"genre_scores_gemma":[0.8093111,0.00004138433,0.10320248,0.0055714757,0.000088220426,0.0001544006,0.000004529592,0.000015751573,0.081610665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.94805866,0.05067892,0.00017625559,0.0002498043,0.00052719517,0.00030918035],"domain_scores_gemma":[0.96575224,0.033641122,0.000045037556,0.00010287641,0.00023766552,0.0002210744],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06517137,0.000066795576,0.00014931452,0.00018870906,0.0014736609,0.00003423475,0.00020126476,0.000050432223,0.002329002],"category_scores_gemma":[0.029631319,0.0000614524,0.000043500222,0.00064038386,0.00034499145,0.00010798921,0.00014475454,0.00043728293,0.000054205182],"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":[0.00004058859,0.000011466435,0.00005351994,0.0000038043631,0.00001309809,9.355184e-7,0.3017131,0.000003776762,0.00011288365,0.6956452,0.00038124793,0.002020359],"study_design_scores_gemma":[0.00007245565,0.00013304333,0.00063900964,0.0000013905175,0.000005697157,5.486377e-7,0.39672711,0.000012107279,0.000012377649,0.5822743,0.020048274,0.00007366593],"about_ca_topic_score_codex":0.00050561555,"about_ca_topic_score_gemma":0.00047243896,"teacher_disagreement_score":0.648003,"about_ca_system_score_codex":0.00009713361,"about_ca_system_score_gemma":0.00022368316,"threshold_uncertainty_score":0.9998263},"labels":[],"label_agreement":null},{"id":"W4285266705","doi":"10.46743/2160-3715/2022.5047","title":"Negotiating the Insider/Outsider Researcher Position within Qualitative Disability Studies Research","year":2022,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":20,"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":"Reflexivity; Subjectivity; Insider; Qualitative research; Epistemology; Context (archaeology); Sociology; Negotiation; Presupposition; Interdependence; Social science","score_opus":0.8366488864933235,"score_gpt":0.7590528013776806,"score_spread":0.07759608511564287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285266705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.545877,0.004391209,0.00200587,0.40587667,0.0010045074,0.0039433753,0.00014608818,0.00020774813,0.036547575],"genre_scores_gemma":[0.9848553,0.00020729488,0.001982814,0.0005575684,0.00045449214,0.0015095369,0.000027820799,0.00004892878,0.010356246],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.6627482,0.32476336,0.0015517139,0.0010225113,0.008323618,0.0015906002],"domain_scores_gemma":[0.78977036,0.19958676,0.00127613,0.0021058053,0.0067826724,0.00047828205],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.43499687,0.00027293796,0.0005178616,0.00016046948,0.015183608,0.0003400189,0.0011723698,0.00011199591,0.00034157946],"category_scores_gemma":[0.13140471,0.00016433568,0.00023364986,0.0027940252,0.019341806,0.0004892597,0.0012646232,0.003937305,0.000041423133],"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":[0.000121125835,0.00010366222,0.00007016301,0.00003129674,0.0001820063,0.00004616492,0.6488612,0.00009571672,0.000075331234,0.34541696,0.00454983,0.00044652508],"study_design_scores_gemma":[0.00012183393,0.00021592926,0.00020793483,0.000021825781,0.000012885804,0.000012679961,0.6250456,0.000052650907,0.000033011383,0.36576217,0.008363896,0.00014956958],"about_ca_topic_score_codex":0.024117881,"about_ca_topic_score_gemma":0.0028032921,"teacher_disagreement_score":0.4389783,"about_ca_system_score_codex":0.0022096403,"about_ca_system_score_gemma":0.0018223821,"threshold_uncertainty_score":0.99836063},"labels":[],"label_agreement":null},{"id":"W4285284018","doi":"10.1007/978-3-030-89594-5_27","title":"Power, Authority, and Voice","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Lakehead University","funders":"","keywords":"Dementia; Participatory action research; Citizen journalism; Power (physics); The arts; Psychology; Public relations; Sociology; Medicine; Political science; Computer science; World Wide Web","score_opus":0.24180457422239734,"score_gpt":0.5212116238714706,"score_spread":0.27940704964907326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285284018","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":[0.000004327313,0.0009675964,0.0002147972,0.013189719,0.00023154734,0.00017522964,0.000030618,0.000053486634,0.9851327],"genre_scores_gemma":[0.00010532174,0.0041450653,0.0029496988,0.00031921512,0.00015218354,0.000005960187,0.000004611366,0.000019609943,0.9922983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761057,0.0007824792,0.0001466459,0.0002747057,0.0009295986,0.00025599665],"domain_scores_gemma":[0.9976373,0.001850721,0.000041123887,0.00013914835,0.00012583596,0.00020587182],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008253173,0.00011990111,0.00020646103,0.0000894253,0.0008706399,0.00009031402,0.00022294113,0.0002645873,0.027976692],"category_scores_gemma":[0.00091694604,0.00011327747,0.000073687814,0.000036495316,0.0011057169,0.000091257774,0.00026656955,0.0009512624,0.000102179605],"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":[0.000003047527,0.0000033898516,0.0000028547583,0.000013903726,0.000018089577,0.000007947025,0.008038083,9.957708e-9,0.0000012446244,0.97847086,0.007836531,0.0056040324],"study_design_scores_gemma":[0.00002511772,0.000034028417,0.000005725838,0.0000073681267,0.0000035892,2.4393725e-7,0.0015881628,3.3421674e-7,2.2745465e-7,0.3835847,0.6146561,0.000094370065],"about_ca_topic_score_codex":0.0019970515,"about_ca_topic_score_gemma":0.0011330337,"teacher_disagreement_score":0.60681957,"about_ca_system_score_codex":0.00010759922,"about_ca_system_score_gemma":0.00039952467,"threshold_uncertainty_score":0.9729119},"labels":[],"label_agreement":null},{"id":"W4285470664","doi":"10.1108/pap-06-2021-059","title":"Introduction to the special issue","year":2021,"lang":"en","type":"article","venue":"Public Administration and Policy","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 du Québec à Montréal","funders":"","keywords":"Computer science","score_opus":0.15409315148245692,"score_gpt":0.5320034354004802,"score_spread":0.3779102839180233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285470664","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":[0.00155102,0.00002384397,0.0012294512,0.8959332,0.00026828956,0.00008414442,0.0000060222906,0.000014736078,0.10088929],"genre_scores_gemma":[0.5318643,0.0012407077,0.0061896686,0.018648243,0.28699952,0.00006405509,0.000048837348,0.000016655089,0.15492801],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982049,0.0010839623,0.000099712175,0.00013787363,0.00027804042,0.00019550942],"domain_scores_gemma":[0.9991862,0.0002470167,0.000023862305,0.00010623953,0.00023726927,0.00019937441],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026094043,0.000041235468,0.000054990156,0.00005169373,0.0006462439,0.0003527332,0.00007952461,0.00004931372,0.001667801],"category_scores_gemma":[0.007874182,0.000032219243,0.00001967762,0.00056456163,0.00027778358,0.00015628424,0.000028114897,0.00012744458,0.00010824067],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035304301,0.000012922814,0.000030753454,0.0000024381263,0.0000031627999,8.9284373e-7,0.009728161,5.9479294e-8,0.00001588083,0.81948364,0.10387158,0.06684696],"study_design_scores_gemma":[0.0000369172,0.000027891636,0.0005101363,8.870449e-7,0.0000011176573,0.000002674416,0.008079362,0.0000019952313,0.00009027513,0.012419018,0.9787904,0.00003934602],"about_ca_topic_score_codex":0.0001927759,"about_ca_topic_score_gemma":0.003675129,"teacher_disagreement_score":0.87728494,"about_ca_system_score_codex":0.00004023966,"about_ca_system_score_gemma":0.0013496721,"threshold_uncertainty_score":0.9992448},"labels":[],"label_agreement":null},{"id":"W4288048791","doi":"10.23849/npafctr18/137.138.","title":"Closing Comments","year":2022,"lang":"en","type":"article","venue":"Technical Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Fisheries and Oceans Canada","funders":"","keywords":"Closing (real estate); Computer science; Psychology; Political science; Law","score_opus":0.2886566708238905,"score_gpt":0.6006441111387144,"score_spread":0.3119874403148239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288048791","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":[0.03331221,0.00015722084,0.0148261,0.06780284,0.00047733146,0.00052877865,0.000009128572,0.00048635056,0.88240004],"genre_scores_gemma":[0.9774498,0.000032714932,0.014874485,0.0008352701,0.00010311857,0.000084632986,0.0000064089095,0.00000961123,0.0066039795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697185,0.0013456213,0.0002095869,0.00016242206,0.0010465764,0.0002639761],"domain_scores_gemma":[0.99880344,0.00074717595,0.000076212054,0.00019137662,0.00006771496,0.00011409652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016274523,0.00003962795,0.00009484623,0.00003903825,0.0012295971,0.000027042515,0.0002361264,0.000041632677,0.0008684901],"category_scores_gemma":[0.0049670218,0.000039665734,0.000058138667,0.00033268734,0.00044312509,0.000049869017,0.00025820767,0.0005275244,0.000009950513],"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":[0.000026543443,0.00028725856,0.0058665704,0.000010862522,0.00002058449,0.0011459915,0.006001445,0.0000055340306,0.0028488487,0.88521034,0.053491887,0.045084167],"study_design_scores_gemma":[0.00004666756,0.000041244184,0.00088140566,0.0000028468592,0.0000024162207,0.000024678196,0.0024046486,0.0000036068657,0.000037330596,0.0831934,0.91329825,0.00006352407],"about_ca_topic_score_codex":0.00097272376,"about_ca_topic_score_gemma":0.00006957899,"teacher_disagreement_score":0.9441376,"about_ca_system_score_codex":0.00024278206,"about_ca_system_score_gemma":0.00029723597,"threshold_uncertainty_score":0.9509357},"labels":[],"label_agreement":null},{"id":"W4289262726","doi":"10.37683/asa.v50.10211","title":"‘These are not just pieces of paper’: Acknowledging grief and other emotions in pursuit of person-centered archives","year":2022,"lang":"en","type":"article","venue":"Archives and Manuscripts","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Transformative learning; Grief; Active listening; Work (physics); Psychology; Social psychology; Sociology; Pedagogy; Psychotherapist","score_opus":0.2825294599660079,"score_gpt":0.4222914972606365,"score_spread":0.13976203729462855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289262726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9474858,0.0016250178,0.000572153,0.0154339485,0.00016616724,0.00040014484,0.0002382025,0.000018061703,0.034060486],"genre_scores_gemma":[0.9944531,0.0011188567,0.0023570682,0.00018664401,0.000046209057,0.00002215645,0.0000026331616,0.000009990527,0.0018033731],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99733675,0.0016610393,0.00018229774,0.00022330708,0.00032038693,0.00027621488],"domain_scores_gemma":[0.99859345,0.0010536732,0.00011704794,0.000114162554,0.000017760134,0.00010391481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014284274,0.00009093538,0.00023372193,0.00020435068,0.00038091425,0.000032754568,0.00023209491,0.000022657545,0.00010495828],"category_scores_gemma":[0.00045295936,0.00008459972,0.000059540394,0.0001667065,0.0013358588,0.00010850172,0.00022511925,0.000262456,4.0354766e-7],"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":[0.00019602288,0.0003264929,0.025076432,0.00042063673,0.000065377426,0.000008948334,0.69939184,0.000008789608,0.0141843725,0.18095301,0.00034864896,0.079019405],"study_design_scores_gemma":[0.0010636487,0.0003541824,0.31731367,0.0003255088,0.000024648147,0.000002851747,0.502656,0.00037738803,0.00027582873,0.051500455,0.12582625,0.00027959957],"about_ca_topic_score_codex":0.0011874221,"about_ca_topic_score_gemma":0.0023710593,"teacher_disagreement_score":0.29223722,"about_ca_system_score_codex":0.000008915669,"about_ca_system_score_gemma":0.000070909955,"threshold_uncertainty_score":0.49220276},"labels":[],"label_agreement":null},{"id":"W4291291636","doi":"10.1177/16094069221121238","title":"\"The Thirst of Tamils is the Homeland of Tamil Eelam\": Methodology as a Form of Repatriation","year":2022,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Western University","funders":"","keywords":"Repatriation; Tamil; Homeland; Politics; Reflexivity; Sociology; Relation (database); Political science; Social science; Law; Art; Computer science; Literature","score_opus":0.7787420151837295,"score_gpt":0.7275068266238616,"score_spread":0.05123518855986797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291291636","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.104081556,0.0035504468,0.8151725,0.06659525,0.0024879666,0.0005578525,0.00024063645,0.000007810093,0.0073059634],"genre_scores_gemma":[0.30085456,0.0013355293,0.69578606,0.000506811,0.00035365162,0.00003240188,0.0000038385538,0.00002141251,0.0011056996],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8974051,0.09672081,0.0020142226,0.00019756197,0.0033520262,0.00031030472],"domain_scores_gemma":[0.91070074,0.08217159,0.0029732187,0.00019731291,0.0038843805,0.000072773284],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19159023,0.00011426237,0.00051423605,0.0003328666,0.00045905754,0.000027823839,0.001323759,0.00008190962,0.0002717353],"category_scores_gemma":[0.052357104,0.00007166846,0.00045940542,0.00062972284,0.002079911,0.00018722034,0.00019463028,0.0007007665,5.9865425e-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":[0.00082012557,0.0001100491,0.00020865662,0.000029095803,0.00061751646,0.00000259883,0.56081915,0.00007906065,0.0047526266,0.38002396,0.00055581133,0.051981367],"study_design_scores_gemma":[0.00063158234,0.00073455303,0.0005584128,0.000047957,0.00004970752,0.00000705515,0.34878388,0.00013712916,0.010427251,0.6003301,0.03821203,0.000080321304],"about_ca_topic_score_codex":0.0015393092,"about_ca_topic_score_gemma":0.00009854795,"teacher_disagreement_score":0.22030617,"about_ca_system_score_codex":0.00022408341,"about_ca_system_score_gemma":0.0011275428,"threshold_uncertainty_score":0.9556253},"labels":[],"label_agreement":null},{"id":"W4291965805","doi":"10.18666/schole-2017-v32-i1-07","title":"Take Me Out to the Ballgame","year":2017,"lang":"en","type":"article","venue":"SCHOLE A Journal of Leisure Studies and Recreation Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Ethnography; Narrative; Sociology; Process (computing); Field (mathematics); Pedagogy; Anthropology; Art; Computer science; Literature","score_opus":0.2959809227474915,"score_gpt":0.6050616216062926,"score_spread":0.30908069885880113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291965805","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":[0.32291713,0.015827531,0.0025440014,0.63675666,0.003459407,0.00046694346,0.000002903222,0.00000843685,0.018017016],"genre_scores_gemma":[0.9622567,0.018767027,0.007843172,0.00034044762,0.0022948433,0.00001714599,5.2264386e-7,0.000007816174,0.008472268],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833816,0.0008187125,0.00021528924,0.000083962535,0.00041031052,0.00013355493],"domain_scores_gemma":[0.99756086,0.0004462309,0.00035245158,0.00014036718,0.0013715976,0.00012848795],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.008532091,0.000058065736,0.00015516831,0.000063331834,0.002277251,0.00029004135,0.00023971907,0.000045501638,0.000016842323],"category_scores_gemma":[0.008833628,0.000034228873,0.00005040402,0.00006752817,0.00045138845,0.0003898754,0.000042687003,0.00023958417,0.000007924065],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006987181,0.0000895167,0.01815446,0.000050158553,0.00022766291,0.0000010632453,0.3383959,0.0000067525634,0.00028960087,0.087161295,0.027729863,0.52782387],"study_design_scores_gemma":[0.00016808153,0.00013616498,0.083512686,0.00024705572,0.00003897328,0.0000026921844,0.22939785,0.0000016872076,0.000042587366,0.028230745,0.6581386,0.0000829041],"about_ca_topic_score_codex":0.00021022368,"about_ca_topic_score_gemma":0.00079974125,"teacher_disagreement_score":0.6393396,"about_ca_system_score_codex":0.000072544695,"about_ca_system_score_gemma":0.0005146665,"threshold_uncertainty_score":0.9995154},"labels":[],"label_agreement":null},{"id":"W4292059842","doi":"10.1177/16094069221119576","title":"Successful Recruitment to Qualitative Research: A Critical Reflection","year":2022,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":81,"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":"Qualitative research; Trustworthiness; Perspective (graphical); Psychology; Ethnography; Critical reflection; Qualitative property; Medical education; Reflection (computer programming); Applied psychology; Sociology; Social psychology; Pedagogy; Medicine; Computer science; Social science","score_opus":0.9646273737524816,"score_gpt":0.8463804346588844,"score_spread":0.11824693909359729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292059842","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014613805,0.0007003397,0.73344314,0.22211438,0.0039727795,0.00080415973,0.00011761881,0.00003585869,0.02419792],"genre_scores_gemma":[0.11656756,0.00018724824,0.8774898,0.0015528806,0.0011930155,0.00032748366,0.0000054604693,0.00003760093,0.002638929],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.6973039,0.2935378,0.0013201268,0.00042743768,0.0066450285,0.00076570857],"domain_scores_gemma":[0.9184018,0.07143309,0.00049557537,0.00018617445,0.008909647,0.0005737365],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.34517372,0.00017178312,0.00045369696,0.0015289941,0.0016200115,0.0002528506,0.0014786721,0.00009140736,0.0018668011],"category_scores_gemma":[0.101048976,0.00016406101,0.00029368853,0.00171826,0.0017365649,0.0005919343,0.000494367,0.0021328363,0.000028865828],"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":[0.00052001927,0.00020316392,0.000007675851,0.000007649525,0.00016126748,0.000040136147,0.5875227,0.000030028901,0.0017299464,0.36973664,0.0042569498,0.035783816],"study_design_scores_gemma":[0.00021279416,0.0006841196,0.000013565867,0.000032203847,0.0000069417574,0.000009087669,0.4478209,0.000008193315,0.00045175065,0.29305702,0.25760496,0.000098457596],"about_ca_topic_score_codex":0.0012383322,"about_ca_topic_score_gemma":0.00012400892,"teacher_disagreement_score":0.253348,"about_ca_system_score_codex":0.0023412423,"about_ca_system_score_gemma":0.0014867678,"threshold_uncertainty_score":0.99967974},"labels":[],"label_agreement":null},{"id":"W4292661121","doi":"10.1111/cag.12793","title":"Time as an instrument of settler evasion: Circumventing the implementation of truth and reconciliation in Canadian geography departments","year":2022,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Impact; Queen's University","funders":"","keywords":"Operationalization; Commission; Indigenous; Action (physics); Human geography; Political science; Sociology; Colonialism; Public administration; Geography; Public relations; Law; Social science; Epistemology","score_opus":0.04189360164224424,"score_gpt":0.361140703976155,"score_spread":0.31924710233391074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292661121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99312776,0.000677796,4.3430197e-7,0.003293343,0.00023447564,0.0007082685,0.0005581333,0.000011211941,0.0013885599],"genre_scores_gemma":[0.99849117,0.00080100476,0.000120877565,0.00023894985,0.000030613995,0.0001532379,0.000117674936,0.000017763829,0.000028701324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995674,0.0017997378,0.00051308854,0.00036843162,0.000603464,0.0010412396],"domain_scores_gemma":[0.9977677,0.00048269922,0.00024433254,0.0002871548,0.00025355243,0.0009645652],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0056759925,0.00018212853,0.0002937269,0.003795618,0.0017533625,0.00006138185,0.00044118287,0.00009367648,0.0004980381],"category_scores_gemma":[0.000314641,0.00018476891,0.00014047894,0.0044776355,0.0023512784,0.00031087003,0.0000524098,0.00030197145,6.4096315e-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":[0.000023801693,0.000029853802,0.83664644,0.000057880177,0.00015652837,0.000018777388,0.05635217,0.00002205559,0.000036624453,0.06415667,0.00031299915,0.04218619],"study_design_scores_gemma":[0.0005830909,0.00045963764,0.48312002,0.00003545049,0.00004941737,0.0000065185836,0.4520061,0.00003742715,0.000040954383,0.022931332,0.040342957,0.00038709285],"about_ca_topic_score_codex":0.9972021,"about_ca_topic_score_gemma":0.9998334,"teacher_disagreement_score":0.39565393,"about_ca_system_score_codex":0.00034750017,"about_ca_system_score_gemma":0.0019443753,"threshold_uncertainty_score":0.99954623},"labels":[],"label_agreement":null},{"id":"W4297378379","doi":"10.1002/9780470674871.wbespm122.pub2","title":"Life History Research and Social Movements","year":2022,"lang":"en","type":"other","venue":"The Wiley-Blackwell Encyclopedia of Social and Political Movements","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Everyday life; Situated; Agency (philosophy); Narrative; Context (archaeology); Construct (python library); Interpretation (philosophy); Action (physics); Life course approach; Recall; Sociology; Participant observation; Qualitative research; Social psychology; Psychology; Epistemology; Social science; History; Cognitive psychology; Computer science; Art","score_opus":0.1960226792974088,"score_gpt":0.4687755642734346,"score_spread":0.2727528849760258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297378379","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":[0.0010108044,0.0040688105,0.000007452529,0.0083579365,0.00045620953,0.00080074347,0.0003163265,0.00005291032,0.9849288],"genre_scores_gemma":[0.0028238315,0.018698795,0.00012662183,0.0035334583,0.0028743213,0.00017903706,0.000060852955,0.00027599078,0.9714271],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99109405,0.0043717315,0.00046110066,0.00050746155,0.0022624657,0.0013032105],"domain_scores_gemma":[0.997411,0.0015020579,0.00023274042,0.00020603414,0.00019636791,0.00045179194],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0067111393,0.00030118634,0.00058368733,0.0002663385,0.0015714956,0.000054460525,0.0006288074,0.00047849948,0.010806096],"category_scores_gemma":[0.0013268888,0.00025714163,0.00012345545,0.000273888,0.008367519,0.00007554792,0.00078108115,0.0013470089,0.000035273715],"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":[0.000032536853,0.00013096075,0.00021484583,0.00021058218,0.00011330789,0.0000028586207,0.024824997,4.259113e-9,0.000003221111,0.5469366,0.42598066,0.0015494605],"study_design_scores_gemma":[0.00036754255,0.00011257577,0.0002938555,0.000045059038,0.00002344855,7.128531e-8,0.022513915,6.333042e-7,6.765957e-7,0.09141971,0.8849915,0.00023098727],"about_ca_topic_score_codex":0.016836558,"about_ca_topic_score_gemma":0.0004252714,"teacher_disagreement_score":0.45901087,"about_ca_system_score_codex":0.0005271564,"about_ca_system_score_gemma":0.0011069088,"threshold_uncertainty_score":0.9999881},"labels":[],"label_agreement":null},{"id":"W4297830886","doi":"10.1080/14780887.2022.2107967","title":"Toward a trauma-informed qualitative research approach: Guidelines for ensuring the safety and promoting the resilience of research participants","year":2022,"lang":"en","type":"article","venue":"Qualitative Research in Psychology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":160,"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":"Qualitative research; Focus group; Psychology; Psychological resilience; Participant observation; Transgender; Medical education; Social psychology; Sociology; Medicine","score_opus":0.9348078840939118,"score_gpt":0.7933928426397497,"score_spread":0.14141504145416206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297830886","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":[0.26438156,0.009017241,0.009065133,0.6261872,0.00052534905,0.016345672,0.0005147848,0.000093766444,0.0738693],"genre_scores_gemma":[0.972843,0.0023387729,0.017061967,0.00035070017,0.00033219226,0.0056045293,0.000015510945,0.000060825063,0.0013925357],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.5099849,0.46726224,0.0029260158,0.0020678905,0.011877563,0.0058813924],"domain_scores_gemma":[0.7311212,0.25778145,0.0003705109,0.0010774023,0.009175213,0.00047425553],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.656119,0.00025203452,0.0006817477,0.0014873035,0.008156972,0.0001964538,0.0026766458,0.00024597673,0.00008863093],"category_scores_gemma":[0.21492235,0.00016925046,0.00015735354,0.0073784995,0.02701955,0.00033580832,0.0013653589,0.005878878,0.000009136431],"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":[0.0011156705,0.00021573713,0.00006227564,0.00026016793,0.000051123337,0.0000049999817,0.6628561,0.000018695315,0.00022479576,0.31775978,0.002974823,0.014455832],"study_design_scores_gemma":[0.00072571513,0.0009618387,0.00029490085,0.00010566101,0.000002680672,0.000002397638,0.65434676,0.00039264577,0.000067178,0.31231698,0.030652596,0.00013061347],"about_ca_topic_score_codex":0.006603499,"about_ca_topic_score_gemma":0.0018438167,"teacher_disagreement_score":0.7084614,"about_ca_system_score_codex":0.0007308856,"about_ca_system_score_gemma":0.0024851032,"threshold_uncertainty_score":0.9982559},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4297921917","doi":"10.1177/08861099221102702","title":"Anti-Racist Research Praxis: Feminist Relational Accountability and Arts-Based Reflexive Memoing for Qualitative Data Collection in Social Work Research","year":2022,"lang":"en","type":"article","venue":"Affilia","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Wilfrid Laurier University; University of Manitoba","funders":"","keywords":"Praxis; Reflexivity; Sociology; Racism; Accountability; Qualitative research; Gender studies; Epistemology; Social science; Law; Political science","score_opus":0.8337645137148096,"score_gpt":0.7227904241098216,"score_spread":0.110974089604988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297921917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7819939,0.0008577086,0.004299607,0.15264091,0.00077306456,0.007331347,0.001570722,0.00016330124,0.050369408],"genre_scores_gemma":[0.9775035,0.000031612137,0.019234445,0.00009319538,0.00030895614,0.0007384066,0.00021883349,0.000025981899,0.0018451065],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9642777,0.030448053,0.0004565208,0.00085331476,0.003033034,0.0009313967],"domain_scores_gemma":[0.9616694,0.036435973,0.0001146784,0.00039550502,0.0012332093,0.00015123042],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.1927861,0.00011926983,0.0002901682,0.00050937885,0.010642791,0.00022626195,0.0006730043,0.00017400052,0.00025367274],"category_scores_gemma":[0.028783452,0.00013173523,0.00005039565,0.0043725637,0.003580903,0.00037791394,0.00069108745,0.0019929516,0.000008250306],"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":[0.001657105,0.0004833873,0.0066544344,0.0001591855,0.00004170689,0.000006824535,0.6343229,0.000028046856,0.00019375967,0.30714622,0.044266,0.005040416],"study_design_scores_gemma":[0.00093500986,0.00036555913,0.007487273,0.000050504284,0.000005864586,3.6436245e-7,0.66325533,0.0012196122,0.000028489121,0.12782235,0.19858389,0.00024575792],"about_ca_topic_score_codex":0.0035709133,"about_ca_topic_score_gemma":0.00523282,"teacher_disagreement_score":0.19550954,"about_ca_system_score_codex":0.0013148917,"about_ca_system_score_gemma":0.0026607767,"threshold_uncertainty_score":0.9991308},"labels":[],"label_agreement":null},{"id":"W4300991892","doi":"10.25071/1913-5874/37397","title":"Mine is but a tear in a river","year":2016,"lang":"en","type":"article","venue":"InTensions","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Nothing; Mistake; Active listening; Adversary; Media studies; History; Psychology; Law; Advertising; Aesthetics; Sociology; Political science; Art; Business; Communication; Philosophy","score_opus":0.297503261671659,"score_gpt":0.5512573133041275,"score_spread":0.2537540516324685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300991892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62616205,0.00016183424,0.0032126065,0.32633913,0.00024393933,0.00023566432,0.000035468456,0.000044467128,0.043564837],"genre_scores_gemma":[0.96207356,0.000394216,0.006259272,0.0019101683,0.00010574517,0.000013511247,2.3640541e-7,0.000007333135,0.029235965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984708,0.0007391161,0.00010542615,0.00013142439,0.00028384876,0.00026942568],"domain_scores_gemma":[0.9977845,0.0016849766,0.000018930608,0.0001099464,0.00028187965,0.00011975089],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0021299259,0.000042482512,0.00009043811,0.00008150387,0.00015105012,0.000011827399,0.00012527875,0.00007341387,0.0006762821],"category_scores_gemma":[0.010235935,0.000025938261,0.000042507487,0.00022160458,0.0009717341,0.000090735775,0.000051256233,0.00014095698,0.0003768043],"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":[0.00006790223,0.00019479012,0.015891224,0.000012285433,0.000034576,0.000107973225,0.32664934,1.7606091e-7,0.039090045,0.4258333,0.10238168,0.0897367],"study_design_scores_gemma":[0.0005917323,0.000091387854,0.018952655,0.000315645,0.00000501879,0.0000014409127,0.053307984,0.000022991404,0.00093028025,0.2629432,0.6626168,0.00022085759],"about_ca_topic_score_codex":0.008304823,"about_ca_topic_score_gemma":0.003081338,"teacher_disagreement_score":0.56023514,"about_ca_system_score_codex":0.000065562155,"about_ca_system_score_gemma":0.00016281265,"threshold_uncertainty_score":0.99829894},"labels":[],"label_agreement":null},{"id":"W4301394791","doi":"10.52547/johepal.3.3.71","title":"Emotional Vulnerability in Researchers Conducting Trauma-Triggering Research","year":2022,"lang":"en","type":"article","venue":"Journal of Higher Education Policy And Leadership Studies","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Vulnerability (computing); Psychology; Computer science; Computer security","score_opus":0.9331255556120657,"score_gpt":0.7055703118023027,"score_spread":0.227555243809763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301394791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5725339,0.023506954,0.0000037558116,0.3980292,0.00057987653,0.00020072081,0.0000028609393,0.0000068685,0.0051358268],"genre_scores_gemma":[0.9883988,0.00086544384,0.00061564747,0.00045080236,0.0012128282,0.000027680831,3.7266125e-7,0.0000071405743,0.008421319],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98544055,0.0121682165,0.00040093125,0.00015878356,0.0013466257,0.0004848627],"domain_scores_gemma":[0.991384,0.0071852817,0.0001684976,0.00008689036,0.0009898565,0.00018547178],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04480952,0.00007083197,0.00021771628,0.00080935576,0.0016599265,0.00006939309,0.00022914376,0.00004901216,0.00018453997],"category_scores_gemma":[0.0135031985,0.000064676045,0.00005679407,0.0012882409,0.0018518531,0.00031333204,0.00009731421,0.0017504853,0.0000011734508],"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":[0.00013932414,0.00043495756,0.008443901,0.00024910524,0.00010952698,0.0000068903405,0.64693725,0.000051999792,0.00018093929,0.3107997,0.010554571,0.022091854],"study_design_scores_gemma":[0.00023116171,0.00014446994,0.015386875,0.00007168902,0.0000030933006,0.0000044718836,0.779893,7.7797375e-7,0.000026237789,0.09314918,0.11101749,0.00007158182],"about_ca_topic_score_codex":0.0016912759,"about_ca_topic_score_gemma":0.0001979298,"teacher_disagreement_score":0.41586486,"about_ca_system_score_codex":0.0010868681,"about_ca_system_score_gemma":0.002349235,"threshold_uncertainty_score":0.99963975},"labels":[],"label_agreement":null},{"id":"W4306153489","doi":"10.1111/anti.12885","title":"Proceeding through Colonial <scp>Past‐Presents</scp> in Fieldwork: Methodological Lessons on Accountability, Refusal, and Autonomy","year":2022,"lang":"en","type":"article","venue":"Antipode","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"York University","funders":"Philanthropic Educational Organization","keywords":"Colonialism; Scholarship; Negotiation; Autonomy; Power (physics); Sociology; Accountability; Ethnography; Knowledge production; Postcolonialism (international relations); Political science; Gender studies; Law; Anthropology; Social science","score_opus":0.5376199999124704,"score_gpt":0.5886400555727201,"score_spread":0.0510200556602497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306153489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8893979,0.00021809794,0.0015960473,0.031263113,0.0003047395,0.0005977534,0.000025071986,0.00006824156,0.07652904],"genre_scores_gemma":[0.9795158,0.00023058613,0.017250463,0.00079217186,0.0002741259,0.00013229901,0.0000048657275,0.000012763077,0.0017869087],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934562,0.004593779,0.00024754132,0.00042571282,0.00069868454,0.00057806907],"domain_scores_gemma":[0.9900497,0.00954677,0.0000838674,0.00013881763,0.00007896325,0.000101887934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014415915,0.000121265446,0.00028184155,0.00008798161,0.0011339182,0.00011621085,0.00036415024,0.00013333224,0.00016343506],"category_scores_gemma":[0.0056263935,0.000113286194,0.00005954969,0.0005552307,0.00072055834,0.0002420842,0.00044278006,0.0010193532,0.00000816031],"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":[0.00009357991,0.00050955237,0.12959908,0.0000723492,0.000052791875,0.000033819513,0.19568998,0.00009098317,0.0007026201,0.64760745,0.0069038253,0.01864397],"study_design_scores_gemma":[0.00068483624,0.00045318584,0.036261603,0.00004392115,0.00001511686,0.0000025244767,0.09400225,0.0002503646,0.0003293665,0.29342613,0.5743523,0.00017841229],"about_ca_topic_score_codex":0.004309187,"about_ca_topic_score_gemma":0.00047856127,"teacher_disagreement_score":0.5674485,"about_ca_system_score_codex":0.0001867896,"about_ca_system_score_gemma":0.0003818291,"threshold_uncertainty_score":0.8721296},"labels":[],"label_agreement":null},{"id":"W4306871313","doi":"10.1177/13505076221132947","title":"On forgiveness and letting go","year":2022,"lang":"en","type":"article","venue":"Management Learning","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Forgiveness; Psychology; Social psychology","score_opus":0.10264606841135727,"score_gpt":0.4760179991778912,"score_spread":0.37337193076653397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306871313","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":[0.17643942,0.0001917262,0.01601152,0.016404714,0.00023198978,0.00044204434,0.0000012568056,0.00015002032,0.7901273],"genre_scores_gemma":[0.9585859,0.00011730616,0.0026752937,0.0005166051,0.000056060057,0.00005943303,0.0000020662653,0.000010884151,0.037976444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966163,0.0024236564,0.00006881699,0.00015652551,0.0004985738,0.0002361304],"domain_scores_gemma":[0.9991162,0.0007317376,0.000036547957,0.00005352928,0.000015844067,0.00004618775],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008257542,0.00004301519,0.000060768718,0.00008305952,0.0023371694,0.00007466808,0.00011947457,0.000012709403,0.00038643263],"category_scores_gemma":[0.0004847712,0.00004617135,0.000020270681,0.00021962072,0.00012791764,0.000055103505,0.00025319145,0.00038284363,0.000014839216],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012358035,0.000015243167,0.0011326825,0.000032387212,0.000017289285,0.00001672908,0.020048046,0.0014753757,0.000011754451,0.8421837,0.00049274205,0.13456166],"study_design_scores_gemma":[0.00015797821,0.000084788946,0.0010539627,0.000012996334,0.0000043814225,1.08678655e-7,0.08911816,0.00042084607,0.0000024042854,0.025355067,0.8837035,0.00008586023],"about_ca_topic_score_codex":0.00014987506,"about_ca_topic_score_gemma":0.000014375646,"teacher_disagreement_score":0.8832107,"about_ca_system_score_codex":0.00007894552,"about_ca_system_score_gemma":0.000013033531,"threshold_uncertainty_score":0.9989616},"labels":[],"label_agreement":null},{"id":"W4307701682","doi":"10.3389/fsufs.2022.750409","title":"Fieldwork without the field: Navigating qualitative research in pandemic times","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"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":"Fonds de Recherche du Québec-Société et Culture; Public Health Agency; Western Virginia Water Authority","keywords":"Ethos; Context (archaeology); Pandemic; Research ethics; Qualitative research; Public relations; Sociology; Engineering ethics; Environmental ethics; Political science; Coronavirus disease 2019 (COVID-19); Social science; Medicine; Law; Engineering; Geography","score_opus":0.21129868091961826,"score_gpt":0.5695291556791541,"score_spread":0.35823047475953584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307701682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4877477,0.060319018,0.035556234,0.14079884,0.007290468,0.014850169,0.00006441286,0.0003520024,0.25302118],"genre_scores_gemma":[0.9828475,0.00016671559,0.0011422596,0.00016004234,0.00018161614,0.0009879953,0.0000029939517,0.00001895599,0.014491927],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9519845,0.04401893,0.00050054456,0.0004016857,0.0017508932,0.0013433961],"domain_scores_gemma":[0.98810494,0.010938804,0.00013126813,0.0003271929,0.00038462892,0.000113152724],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09385394,0.00012696038,0.00035227116,0.00033761497,0.0023487087,0.00021411624,0.00085161295,0.00015763861,0.000054016324],"category_scores_gemma":[0.00862555,0.000107390144,0.000065888125,0.0027163015,0.0007226233,0.00023778137,0.00038200183,0.002939412,0.0000025384077],"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":[0.00011282747,0.00005563849,0.02730944,0.00021600201,0.000032677148,0.000049540344,0.68983597,0.00065622147,0.0000015241611,0.25177073,0.027339028,0.0026203867],"study_design_scores_gemma":[0.00023115693,0.0002412903,0.000045801924,0.00008837107,0.0000014791675,5.940264e-7,0.78460485,0.0004270789,0.0000017076403,0.09828924,0.11595507,0.00011335521],"about_ca_topic_score_codex":0.034588065,"about_ca_topic_score_gemma":0.0011839911,"teacher_disagreement_score":0.4950998,"about_ca_system_score_codex":0.0014288311,"about_ca_system_score_gemma":0.0010860055,"threshold_uncertainty_score":0.9997252},"labels":[],"label_agreement":null},{"id":"W4308967269","doi":"10.46743/2160-3715/2022.5702","title":"Contextual Coding in Qualitative Research Involving Participants with Diverse Sociocultural Backgrounds","year":2022,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sociocultural evolution; Coding (social sciences); Qualitative research; Psychology; Linguistics; Meaning (existential); Sociology; Social science","score_opus":0.7783867028500633,"score_gpt":0.704168880037616,"score_spread":0.07421782281244726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308967269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9470499,0.00046858998,0.0008556516,0.025135048,0.00020665143,0.0012333053,0.00005571591,0.00007814716,0.024916988],"genre_scores_gemma":[0.98852956,0.0000967738,0.0014075587,0.00021937354,0.0001361445,0.0005713032,0.000022863207,0.000029783108,0.008986622],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.88190466,0.11040518,0.00089868886,0.00071082916,0.0044114627,0.0016691755],"domain_scores_gemma":[0.96388847,0.033433177,0.00045729135,0.00046942435,0.0014352935,0.00031635913],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.20682217,0.00023024408,0.0004879061,0.00028073924,0.0054973336,0.00019840534,0.00074807205,0.00009572901,0.00057568843],"category_scores_gemma":[0.018696126,0.00016118417,0.00012619031,0.0022198178,0.0064269276,0.00054574397,0.00052780827,0.002359178,0.000035698293],"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":[0.00022608429,0.00009295972,0.0004960216,0.000017684033,0.00007037912,0.00023299147,0.7005305,0.000017730626,0.00015583642,0.29710326,0.0007620036,0.00029453132],"study_design_scores_gemma":[0.00051173556,0.00040920012,0.0006431253,0.000053877175,0.000011161274,0.000011140343,0.9184415,0.00003586727,0.0000317802,0.070406556,0.009189991,0.00025409434],"about_ca_topic_score_codex":0.022621598,"about_ca_topic_score_gemma":0.009390873,"teacher_disagreement_score":0.22669671,"about_ca_system_score_codex":0.0015032361,"about_ca_system_score_gemma":0.0016608386,"threshold_uncertainty_score":0.9999424},"labels":[],"label_agreement":null},{"id":"W4309265916","doi":"10.7577/rerm.5144","title":"The Interview-Event-Agencement as Creative Movement and Methodological Disruption","year":2022,"lang":"en","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Attunement; Interview; Event (particle physics); Participant observation; Psychology; Sociology; Subjectivity; Identity (music); Movement (music); Social psychology; Aesthetics; Epistemology; Social science","score_opus":0.8371014064267517,"score_gpt":0.6870794051463289,"score_spread":0.15002200128042276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309265916","genre_codex":"commentary","genre_gemma":"methods","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":[0.11029199,0.020460218,0.10740417,0.67163765,0.0029999386,0.0037343288,0.000067922076,0.00008959937,0.083314195],"genre_scores_gemma":[0.24398594,0.041243505,0.50752974,0.0086269,0.0031185795,0.011437075,0.0001155688,0.00012734525,0.18381537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.76614326,0.22932136,0.00057199923,0.0006852276,0.0021716019,0.001106519],"domain_scores_gemma":[0.8615296,0.1368929,0.00019380798,0.00026738888,0.0007589312,0.00035737045],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.22575451,0.00014944945,0.00030908358,0.0002501616,0.007370655,0.00018462288,0.000770226,0.00011219453,0.0072258157],"category_scores_gemma":[0.100470446,0.00011603388,0.00011526516,0.00085754384,0.004712284,0.00016246134,0.00082536996,0.0015334899,0.00005276548],"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":[0.00007001783,0.00009207149,0.00018927877,0.00001226906,0.000055845467,0.0000015146924,0.063646,0.000011028358,0.00080359133,0.8020805,0.004531958,0.1285059],"study_design_scores_gemma":[0.00010393179,0.0002726468,0.0011083318,0.000008460184,0.0000046442356,0.0000034124937,0.22337951,0.00003087286,0.000088445544,0.4466004,0.32830727,0.000092074915],"about_ca_topic_score_codex":0.00443011,"about_ca_topic_score_gemma":0.0005906121,"teacher_disagreement_score":0.6630107,"about_ca_system_score_codex":0.0009817734,"about_ca_system_score_gemma":0.0019219216,"threshold_uncertainty_score":0.99799633},"labels":[],"label_agreement":null},{"id":"W4309301073","doi":"10.1016/b978-0-12-818630-5.11014-0","title":"Narrative inquiry","year":2022,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Alberta; Concordia University of Edmonton","funders":"","keywords":"Narrative; Narrative inquiry; Epistemology; Phenomenon; Field (mathematics); Qualitative research; Space (punctuation); Sociology; Pedagogy; Social science; Computer science; Philosophy","score_opus":0.2188718124518338,"score_gpt":0.4860611508302461,"score_spread":0.2671893383784123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309301073","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":[0.000012167831,0.0011008406,0.000009350652,0.0022155182,0.00082409906,0.00055697357,0.000022592003,0.00007791978,0.99518055],"genre_scores_gemma":[0.00006260041,0.00087052764,0.0011751701,0.0005857757,0.001037308,0.000079290054,0.000015636013,0.00006200653,0.9961117],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99534297,0.0018883788,0.00034805704,0.00046299896,0.0014708368,0.00048675452],"domain_scores_gemma":[0.9975704,0.0013238322,0.00022429258,0.00035150177,0.00026254068,0.00026745832],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0076392875,0.00026971434,0.00045535617,0.00017452215,0.0015974262,0.000090274785,0.0005495785,0.00039217315,0.012982653],"category_scores_gemma":[0.00073817384,0.00026816592,0.00027456452,0.000032135296,0.002455489,0.00008154844,0.00027520966,0.0017635374,0.00019538328],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054948655,0.0000023341274,2.2863745e-7,0.00001520455,0.000036932433,0.000015394588,0.21581794,5.286637e-8,8.1171856e-7,0.37177613,0.0005917153,0.41173777],"study_design_scores_gemma":[0.0000649348,0.00005583167,6.765414e-7,0.00006263045,0.000015189703,4.8676515e-7,0.02132309,1.11794385e-7,9.08323e-7,0.22415051,0.7540853,0.00024033437],"about_ca_topic_score_codex":0.00003351315,"about_ca_topic_score_gemma":0.00060102355,"teacher_disagreement_score":0.7534936,"about_ca_system_score_codex":0.00041456334,"about_ca_system_score_gemma":0.0012440224,"threshold_uncertainty_score":0.99997705},"labels":[],"label_agreement":null},{"id":"W4311440928","doi":"10.7202/1094883ar","title":"Bowline on a Bight","year":2022,"lang":"en","type":"article","venue":"Archivaria","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Queer theory; Queer; Materialism; Human sexuality; Sociology; Autoethnography; Gender studies; Feminist theory; Power (physics); Social justice; Psychoanalysis; Grief; Historical materialism; Aesthetics; Feminism; Epistemology; Psychology; Criminology; Law; Political science; Art; Philosophy; Politics","score_opus":0.22215301265581042,"score_gpt":0.539347034422056,"score_spread":0.31719402176624556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311440928","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":[0.0046523805,0.00003338367,0.0042604175,0.045719903,0.00031875458,0.00017506853,0.000026483543,0.000062938874,0.94475067],"genre_scores_gemma":[0.9771711,0.000046556335,0.009025955,0.0015573937,0.00029272828,0.00006476128,0.000008118545,0.000010988469,0.011822351],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9947913,0.0040491736,0.00008992833,0.00014868357,0.000642314,0.00027858815],"domain_scores_gemma":[0.9978506,0.0018524261,0.000026388996,0.000133577,0.000024840787,0.00011218968],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006055116,0.0000448243,0.00007323836,0.00007805271,0.0014166011,0.000028950066,0.00026503264,0.000014739756,0.0018711587],"category_scores_gemma":[0.0013069236,0.000041729952,0.000045403063,0.00028769256,0.00031019974,0.000033181186,0.00012685939,0.00043925992,0.00008189468],"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":[0.000027249087,0.000051061084,0.00005768456,0.0000019037418,0.0000068033,0.0000073871506,0.024123358,0.000014443691,0.00019096668,0.96029645,0.0036835675,0.01153915],"study_design_scores_gemma":[0.0000805715,0.00009091824,0.00038324078,0.0000013682928,0.0000010305823,2.0274202e-7,0.0025049732,0.000052047155,0.000014542202,0.5053061,0.4915212,0.000043763997],"about_ca_topic_score_codex":0.001307351,"about_ca_topic_score_gemma":0.000043754393,"teacher_disagreement_score":0.97251874,"about_ca_system_score_codex":0.000061189705,"about_ca_system_score_gemma":0.0002494651,"threshold_uncertainty_score":0.9998834},"labels":[],"label_agreement":null},{"id":"W4311520986","doi":"10.18432/ari29696","title":"Review of “Doing Poetic Inquiry” by Helen Owton (2017)","year":2022,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Poetry; Space (punctuation); Politics; Aesthetics; Sociology; Gesture; Work (physics); Epistemology; Qualitative research; Computer science; Art; Literature; Social science; Linguistics; Philosophy; Political science; Engineering; Law; Artificial intelligence; Mechanical engineering","score_opus":0.3484888588094946,"score_gpt":0.6062068330124154,"score_spread":0.2577179742029208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311520986","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":[0.042125676,0.08373659,0.022952517,0.58600485,0.003977732,0.0021240918,0.0005710924,0.00009514721,0.2584123],"genre_scores_gemma":[0.6174443,0.32972178,0.01230924,0.0028643783,0.00300162,0.00048235772,0.00021169358,0.00012283672,0.033841796],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98458576,0.008973123,0.00068410614,0.0003134636,0.004667809,0.0007757361],"domain_scores_gemma":[0.99559355,0.0022304035,0.0002076158,0.00019542991,0.0013534261,0.00041955183],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.046766285,0.00013116605,0.00029339668,0.00047380192,0.002858879,0.0001349801,0.001571579,0.00006031521,0.008303111],"category_scores_gemma":[0.0016258404,0.0001231455,0.00025216778,0.00086732855,0.0015356309,0.0005195076,0.00040842604,0.002337734,0.00006429916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000429321,0.0011125238,0.000275757,0.0012424821,0.00034050114,0.00021992171,0.30047095,0.00008319454,0.0038420302,0.067723155,0.6024382,0.021821972],"study_design_scores_gemma":[0.0005384033,0.00059007574,0.00010539056,0.0014881952,0.000012136444,0.000098473,0.06833709,0.00010191837,0.00009027086,0.04488886,0.88355964,0.00018954798],"about_ca_topic_score_codex":0.00008391896,"about_ca_topic_score_gemma":0.00005053093,"teacher_disagreement_score":0.58314043,"about_ca_system_score_codex":0.0005619105,"about_ca_system_score_gemma":0.0011261447,"threshold_uncertainty_score":0.99996394},"labels":[],"label_agreement":null},{"id":"W4312079588","doi":"10.18357/anthropologica64220222613","title":"Introduction to Theme Issue Dignity, Conviviality, and Moral Contests of Belonging","year":2022,"lang":"en","type":"article","venue":"Anthropologica","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dignity; Theme (computing); Sociology; Environmental ethics; Political science; Law; Philosophy; Computer science","score_opus":0.17307486837949956,"score_gpt":0.5116354575445746,"score_spread":0.33856058916507503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312079588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5046037,0.00055942574,0.0026311912,0.4699368,0.00083494524,0.0006302036,0.000049405357,0.00008456121,0.020669779],"genre_scores_gemma":[0.9954855,0.00027673037,0.002453725,0.00035660717,0.00038644718,0.000020781783,0.0000027320236,0.000004328845,0.0010131655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99675375,0.0022620822,0.00014919457,0.00020546705,0.0003832272,0.00024629515],"domain_scores_gemma":[0.9989458,0.00070217025,0.00006309443,0.0001086453,0.00008743578,0.000092860675],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044804574,0.000059002028,0.00016831259,0.00006202379,0.0019468765,0.000026580152,0.00016586047,0.000037707156,0.002889335],"category_scores_gemma":[0.0018072686,0.0000520226,0.000029770901,0.00031896922,0.002271693,0.000076555436,0.00029419316,0.00022167282,0.000006737925],"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":[0.000063529405,0.00014674387,0.0107722245,0.000023854827,0.000025078429,0.0000066154876,0.06735188,0.000008197192,0.003499438,0.8885382,0.008891476,0.02067278],"study_design_scores_gemma":[0.0003240709,0.001366152,0.008318424,0.000010314491,0.0000143116185,0.000004080573,0.40164247,0.000027330945,0.0022940242,0.1953069,0.39041436,0.00027757272],"about_ca_topic_score_codex":0.0043847226,"about_ca_topic_score_gemma":0.00031661725,"teacher_disagreement_score":0.6932313,"about_ca_system_score_codex":0.00003906614,"about_ca_system_score_gemma":0.00006378022,"threshold_uncertainty_score":0.99935246},"labels":[],"label_agreement":null},{"id":"W4312434627","doi":"10.3917/ems.cheva.2022.02.0017","title":"La recherche qualitative","year":2022,"lang":"fr","type":"book-chapter","venue":"EMS Editions eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Psychology","score_opus":0.8478063007595638,"score_gpt":0.643797710068273,"score_spread":0.20400859069129074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312434627","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":[0.000045541237,0.00064906216,0.004474293,0.01378307,0.0021290886,0.00058658904,0.0012713104,0.00011471289,0.97694635],"genre_scores_gemma":[0.00086348597,0.00156427,0.052115854,0.00062686316,0.0029299606,0.00037960694,0.00017698953,0.00011891777,0.94122404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.94488806,0.051011145,0.00071866636,0.0007473696,0.0018502058,0.00078457233],"domain_scores_gemma":[0.9242109,0.07397977,0.00037011178,0.00045091903,0.00054253533,0.000445744],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.05606483,0.00046761255,0.0006068231,0.00030695857,0.0027579775,0.00013700975,0.0006835195,0.0016137756,0.029733889],"category_scores_gemma":[0.011223755,0.00051319844,0.00053435273,0.00016379463,0.010601006,0.00019938985,0.00031707168,0.007517045,0.0008287309],"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":[0.000011152486,0.000036144083,2.117861e-7,0.00006167175,0.00014793937,0.000033504268,0.23677756,9.0346145e-7,0.00001679914,0.7235212,0.0068718763,0.03252108],"study_design_scores_gemma":[0.0000979211,0.000114143004,0.0000011320587,0.0001111011,0.000039853596,0.000003141263,0.05270454,0.000001791266,0.0000044987623,0.45652303,0.4901136,0.00028527953],"about_ca_topic_score_codex":0.0022983279,"about_ca_topic_score_gemma":0.00082395267,"teacher_disagreement_score":0.4832417,"about_ca_system_score_codex":0.0016931711,"about_ca_system_score_gemma":0.0022349781,"threshold_uncertainty_score":0.9999492},"labels":[],"label_agreement":null},{"id":"W4312710396","doi":"10.1177/16094069221147167","title":"Linguistic Challenges of Fieldwork for First-Generation Ethnic Researchers","year":2022,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"Ethnic group; Neuroscience of multilingualism; Sociology; Linguistics; Immigration; Identity (music); Qualitative research; Cultural identity; Psychology; Anthropology; Political science; Social science; Aesthetics","score_opus":0.9463792625324026,"score_gpt":0.7753489030719154,"score_spread":0.17103035946048717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312710396","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005762812,0.010188189,0.8954088,0.076486394,0.0034093806,0.00044358498,0.00009445457,0.000012000646,0.008194403],"genre_scores_gemma":[0.20633735,0.0031249006,0.7876555,0.00025644674,0.0016095139,0.000081249294,0.000007204582,0.000022376367,0.0009055209],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96574795,0.0312636,0.0007501733,0.00016655917,0.0018129634,0.0002587718],"domain_scores_gemma":[0.9633436,0.03207719,0.00072918675,0.00010354829,0.0036135032,0.00013295283],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11500532,0.000089226334,0.0002965971,0.00037192996,0.00041118733,0.000033093293,0.000762171,0.00006933219,0.0003095979],"category_scores_gemma":[0.070613086,0.000084549465,0.00026099003,0.00028697847,0.0005898108,0.00014954087,0.000116723,0.00062723976,6.251366e-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":[0.00023807514,0.000096704964,0.000006913203,0.00002822599,0.00021363178,0.0000045830843,0.4676261,0.00018009762,0.0008405632,0.4456674,0.0005135525,0.08458418],"study_design_scores_gemma":[0.0007565936,0.00092865224,0.00008012153,0.00006758135,0.000024273382,0.0000035761916,0.32811496,0.00040737345,0.0014475475,0.49499744,0.17302723,0.0001446421],"about_ca_topic_score_codex":0.00021272081,"about_ca_topic_score_gemma":0.00017013689,"teacher_disagreement_score":0.20057453,"about_ca_system_score_codex":0.00034234047,"about_ca_system_score_gemma":0.00066374993,"threshold_uncertainty_score":0.9372155},"labels":[],"label_agreement":null},{"id":"W4312774704","doi":"10.1007/978-3-030-85124-8","title":"Qualitative Research in the Post-Modern Era","year":2022,"lang":"en","type":"book","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":39,"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; St. Francis Xavier University","funders":"","keywords":"History; Political science","score_opus":0.715012188912711,"score_gpt":0.7186356133313608,"score_spread":0.0036234244186498232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312774704","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":[0.000026867106,0.00085700245,0.00012887269,0.07835903,0.00012733293,0.0009176081,0.00006873179,0.000027924965,0.91948664],"genre_scores_gemma":[0.0004009112,0.001004908,0.001500096,0.0013836552,0.00042240781,0.00026039424,0.00006391479,0.00003339902,0.9949303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8890794,0.10251805,0.00045624247,0.00060556637,0.00621933,0.0011213995],"domain_scores_gemma":[0.9414136,0.056949254,0.00009484289,0.00046375234,0.00093292113,0.0001456371],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.19685835,0.00018217976,0.0003454186,0.00055339414,0.00203952,0.00026089803,0.0017131898,0.00039514975,0.0059710536],"category_scores_gemma":[0.009251931,0.00012714426,0.00016691907,0.0008585426,0.0036633767,0.0001571282,0.00036890962,0.0064725736,0.00022216537],"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":false,"study_design_scores_codex":[0.000013358851,0.000025243184,5.889206e-7,0.000025642988,0.000011048087,0.000019376588,0.43345267,1.9356192e-7,8.2400396e-7,0.508042,0.052570507,0.005838576],"study_design_scores_gemma":[0.000042357155,0.000071589435,0.0000040492905,0.000018895733,0.0000013006684,1.4309387e-7,0.2448164,0.0000016051516,9.1975174e-8,0.37854695,0.37641987,0.00007674718],"about_ca_topic_score_codex":0.013173643,"about_ca_topic_score_gemma":0.01834763,"teacher_disagreement_score":0.32384938,"about_ca_system_score_codex":0.0011891911,"about_ca_system_score_gemma":0.0076107,"threshold_uncertainty_score":0.99956495},"labels":[],"label_agreement":null},{"id":"W4312948187","doi":"10.7202/1084480ar","title":"Anthropology, Feminism and the Postmodern Context","year":2021,"lang":"en","type":"article","venue":"Culture","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"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":"Postmodernism; Feminism; Sociology; Context (archaeology); Bridge (graph theory); Subject (documents); Gender studies; Anthropology; Epistemology; Philosophy; History; Computer science","score_opus":0.1468555716291695,"score_gpt":0.5228268628082533,"score_spread":0.3759712911790838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312948187","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":[0.015696894,0.025593033,0.00276463,0.55384314,0.00047097667,0.00029439523,0.000021274735,0.0000401858,0.4012755],"genre_scores_gemma":[0.9481662,0.0074041495,0.0025446913,0.004396222,0.00036048307,0.0000063192842,0.0000037824914,0.0000061786254,0.03711201],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738765,0.0020854,0.000061462444,0.00011524529,0.00018631514,0.00016394159],"domain_scores_gemma":[0.99885684,0.0007720501,0.000020957019,0.00008190356,0.00020085064,0.0000673745],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023242151,0.0000422496,0.00009871225,0.0000049184823,0.00055717275,0.00007809352,0.00009364649,0.00011220425,0.0003452916],"category_scores_gemma":[0.0023393182,0.000023463337,0.00003592659,0.00010154812,0.004081264,0.000049782833,0.000049397957,0.00027572512,0.00002821469],"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":[0.000007707875,0.0000066237094,0.00005866427,0.000004222762,0.000011019789,0.0000058018154,0.346675,1.9464693e-8,0.00011466625,0.6411382,0.0040888167,0.00788927],"study_design_scores_gemma":[0.00027377685,0.00000902758,0.00009324869,0.0000070535775,0.0000044493386,0.000002504323,0.30578333,0.0000045196525,0.00010271743,0.12224604,0.57143533,0.000038019272],"about_ca_topic_score_codex":0.0004905571,"about_ca_topic_score_gemma":0.0012536364,"teacher_disagreement_score":0.93246925,"about_ca_system_score_codex":0.00001219197,"about_ca_system_score_gemma":0.0001423025,"threshold_uncertainty_score":0.99862903},"labels":[],"label_agreement":null},{"id":"W4313343574","doi":"10.18733/cpi29643","title":"CPI Special Issue: \"Posthumanism: A Desire for a New Humanity\" (Introduction)","year":2022,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Alberta","keywords":"Posthumanism; Humanity; Sociology; Environmental ethics; Epistemology; Philosophy; Theology","score_opus":0.8859284119257415,"score_gpt":0.6356461799452806,"score_spread":0.25028223198046085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313343574","genre_codex":"empirical","genre_gemma":"other","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":[0.4975094,0.003268074,0.0054387143,0.34845206,0.009977528,0.003743137,0.0001704654,0.00049921963,0.1309414],"genre_scores_gemma":[0.12878302,0.0016346376,0.019521814,0.004814332,0.27961016,0.0004923779,0.00020441323,0.0000571762,0.5648821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973861,0.001178775,0.00018667975,0.0003296829,0.0005233578,0.00039541314],"domain_scores_gemma":[0.99897087,0.0004666953,0.000058000765,0.00008846733,0.00016020723,0.00025573766],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025293364,0.00011601959,0.00019223141,0.000034348966,0.0032016665,0.0001921437,0.00022373436,0.00007928816,0.009255534],"category_scores_gemma":[0.0009583939,0.000086953565,0.00010827723,0.00018404667,0.001069719,0.00022979005,0.00014479407,0.00042272083,0.00003137695],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089619774,0.000046517176,0.000011164634,0.000015761258,0.000014391124,0.0000035618682,0.17623983,0.000002045293,0.00017466805,0.63599926,0.1601503,0.02725286],"study_design_scores_gemma":[0.00021292543,0.00022784874,0.00013096746,0.0000021617966,0.000008844399,0.0000038188628,0.14466423,0.0000047018707,0.000012399703,0.097208716,0.75739884,0.0001245119],"about_ca_topic_score_codex":0.0003620163,"about_ca_topic_score_gemma":0.00016179326,"teacher_disagreement_score":0.59724855,"about_ca_system_score_codex":0.00009386776,"about_ca_system_score_gemma":0.00015487059,"threshold_uncertainty_score":0.99809605},"labels":[],"label_agreement":null},{"id":"W4313445027","doi":"10.1007/978-3-031-04394-9_54","title":"Observational Study","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"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":"Observational study; Naturalistic observation; Psychology; Naturalism; Sociology; Epistemology; Philosophy; Social psychology; Mathematics; Statistics","score_opus":0.5024510988577129,"score_gpt":0.5729148137086133,"score_spread":0.07046371485090042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313445027","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":[0.0028200129,0.00030004,0.000029332048,0.0054841195,0.0021848488,0.0009643711,0.000007893765,0.00008449399,0.9881249],"genre_scores_gemma":[0.0056150476,0.0005832633,0.0017156362,0.00012726335,0.0010722579,0.000108703876,0.000024305426,0.000044576518,0.99070895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977313,0.000502749,0.00030598947,0.00033432827,0.0008773867,0.0002482234],"domain_scores_gemma":[0.99817437,0.0010532375,0.00012903384,0.00022878357,0.0003201419,0.00009442073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006682428,0.00013467442,0.00018995658,0.00033247905,0.0002567988,0.00008152443,0.00028007082,0.00025026407,0.0006091252],"category_scores_gemma":[0.001917254,0.00014815261,0.000057877605,0.00016241071,0.00028978343,0.00013185003,0.000066703586,0.00063715485,0.00051572634],"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":[0.0000034165982,0.000121078825,0.002291528,0.000025158037,0.000014264009,0.0000016265905,0.029158007,0.0000013113329,0.0000014118444,0.9068644,0.0021183463,0.059399437],"study_design_scores_gemma":[0.00006234745,0.000027347534,0.024192017,0.00014019062,0.000007548137,3.704722e-8,0.009095788,0.000001130006,4.2799522e-7,0.5499273,0.41637313,0.00017271243],"about_ca_topic_score_codex":0.0014445725,"about_ca_topic_score_gemma":0.006126591,"teacher_disagreement_score":0.41425478,"about_ca_system_score_codex":0.00044915787,"about_ca_system_score_gemma":0.002583452,"threshold_uncertainty_score":0.6669494},"labels":[],"label_agreement":null},{"id":"W4313445795","doi":"10.1007/978-3-031-04394-9_10","title":"Biographic Narrative Interpretive Method","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Narrative; Interpretation (philosophy); Subject (documents); Biography; Narrative inquiry; Epistemology; Narrative history; Process (computing); Psychology; Sociology; Literature; Art; Computer science; Philosophy; Linguistics; World Wide Web","score_opus":0.11890313485363553,"score_gpt":0.5198559260980893,"score_spread":0.40095279124445377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313445795","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":[0.00014965153,0.001058598,0.0014281371,0.006170111,0.0025020214,0.00075835874,0.000019559511,0.0001222082,0.98779136],"genre_scores_gemma":[0.0039244257,0.004673475,0.0270873,0.00027258162,0.0010375405,0.00018999793,0.000027374428,0.00010597501,0.96268135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965299,0.0014444086,0.0003843019,0.0005411648,0.0007017502,0.00039849745],"domain_scores_gemma":[0.99635017,0.0025192378,0.00023527167,0.00029115818,0.00044150537,0.00016266576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0084050475,0.00024117333,0.00036049658,0.0010491669,0.00033404955,0.00010292382,0.00039161116,0.00055706804,0.0007274985],"category_scores_gemma":[0.003179789,0.00025254686,0.00017158821,0.00040594157,0.00089993986,0.00017299704,0.000102878825,0.00119095,0.00027093742],"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":[0.000008390379,0.000029321154,0.00004158201,0.000038134833,0.00003224514,0.0000016351115,0.17746314,6.2866934e-7,0.000012345376,0.73247784,0.0011973669,0.08869739],"study_design_scores_gemma":[0.000040028415,0.000034933266,0.0003542253,0.0008731659,0.000013525255,1.7203884e-7,0.038613092,0.0000033261588,0.000010926141,0.70226336,0.25750625,0.0002869754],"about_ca_topic_score_codex":0.0018942647,"about_ca_topic_score_gemma":0.0044787056,"teacher_disagreement_score":0.25630888,"about_ca_system_score_codex":0.0005701468,"about_ca_system_score_gemma":0.0020980365,"threshold_uncertainty_score":0.99999267},"labels":[],"label_agreement":null},{"id":"W4313445910","doi":"10.1007/978-3-031-04394-9_42","title":"Institutional Ethnography","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"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":"Ethnography; Sociology; Anthropology; Epistemology; Philosophy","score_opus":0.22211783613077138,"score_gpt":0.5120624233157878,"score_spread":0.28994458718501637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313445910","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":[0.00023214593,0.00090909825,0.00010888736,0.004439003,0.002277898,0.00031664167,0.000010076887,0.00007961001,0.9916266],"genre_scores_gemma":[0.0027468058,0.0050218254,0.0052180975,0.0002504739,0.0014982211,0.00008197542,0.000046018875,0.0000475234,0.98508906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981388,0.000302297,0.00025425194,0.0003062849,0.00071906816,0.00027931438],"domain_scores_gemma":[0.99874395,0.00059692253,0.00010629099,0.00019555095,0.00023715055,0.00012010805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004601847,0.00013700966,0.000169584,0.00063455116,0.00036542933,0.00006900664,0.00026101884,0.00042028184,0.00045784548],"category_scores_gemma":[0.001163262,0.00015121477,0.00010213883,0.00022670392,0.0010291495,0.00013871846,0.000054773976,0.00082031044,0.0005199945],"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":[0.0000024400854,0.000024923555,0.00010959875,0.000039420163,0.000009382382,0.0000013467987,0.0098543195,0.0000016373403,0.0000025953038,0.87112707,0.0017485127,0.11707875],"study_design_scores_gemma":[0.000026334197,0.0000056322688,0.00087460957,0.00020930098,0.0000033916774,7.169447e-8,0.00095506647,5.7611777e-7,0.00000125945,0.45445594,0.543354,0.0001138199],"about_ca_topic_score_codex":0.0010586315,"about_ca_topic_score_gemma":0.0030648988,"teacher_disagreement_score":0.5416055,"about_ca_system_score_codex":0.00035894167,"about_ca_system_score_gemma":0.0029485389,"threshold_uncertainty_score":0.66836506},"labels":[],"label_agreement":null},{"id":"W4313445918","doi":"10.1007/978-3-031-04394-9_35","title":"Hermeneutics","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Hermeneutics; Interpretation (philosophy); Epistemology; Explication; Context (archaeology); Philosophy; Meaning (existential); Sociology; Linguistics; History; Archaeology","score_opus":0.20303197751885002,"score_gpt":0.5156100974034508,"score_spread":0.3125781198846007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313445918","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":[0.00016452617,0.00035234366,0.000015302136,0.0045322203,0.0018990221,0.00029612228,0.0000062332097,0.00006363575,0.9926706],"genre_scores_gemma":[0.0010845502,0.0043158247,0.0020572229,0.00016341839,0.0009375117,0.000033410808,0.000016016562,0.000048884616,0.99134314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826765,0.00032420544,0.00024340732,0.00028390286,0.00058198505,0.00029883705],"domain_scores_gemma":[0.9986811,0.000666841,0.000110070076,0.0002298638,0.00019740782,0.00011466434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004304191,0.0001310959,0.00017589974,0.0003029906,0.00019952616,0.000070514725,0.00025222954,0.00039444544,0.00059934135],"category_scores_gemma":[0.0010851,0.0001463656,0.0000651034,0.00011925436,0.0004625589,0.00008384433,0.00005918342,0.0006898676,0.00074880524],"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":[0.0000016383412,0.000019807609,0.000041066847,0.000043348762,0.0000064769456,0.0000012724531,0.017206691,7.2439053e-7,0.0000036711417,0.83672214,0.002057851,0.14389533],"study_design_scores_gemma":[0.000018411147,0.000005987009,0.000205411,0.00015319299,0.0000036393735,4.4353364e-8,0.0017735849,7.306142e-7,0.0000022465026,0.49064088,0.50709295,0.00010288544],"about_ca_topic_score_codex":0.000669035,"about_ca_topic_score_gemma":0.0036208536,"teacher_disagreement_score":0.5050351,"about_ca_system_score_codex":0.00047327302,"about_ca_system_score_gemma":0.0021742398,"threshold_uncertainty_score":0.9624626},"labels":[],"label_agreement":null},{"id":"W4313445933","doi":"10.1007/978-3-031-04394-9_30","title":"Feminist Autoethnography","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":13,"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":"Autoethnography; Sociology; Art; Gender studies","score_opus":0.17839628666343477,"score_gpt":0.5032507792164436,"score_spread":0.3248544925530088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313445933","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":[0.000094963136,0.00069615233,0.00002804601,0.0040245373,0.0020423282,0.00035135652,0.000010024942,0.000111798916,0.9926408],"genre_scores_gemma":[0.0019137738,0.0028092116,0.0038447985,0.00023278334,0.0011185586,0.00007045159,0.00002129695,0.00006584173,0.9899233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789214,0.00037938487,0.00030535102,0.00037055157,0.0006957255,0.00035683444],"domain_scores_gemma":[0.9983497,0.000906541,0.00015154974,0.00028640192,0.00015750462,0.00014826028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00569657,0.00016828463,0.00022366797,0.0006101619,0.0003199896,0.00010560667,0.00033824798,0.00047974003,0.0004835702],"category_scores_gemma":[0.0011603297,0.00018702993,0.0001232451,0.0002449613,0.0009091529,0.00007158484,0.00006645119,0.0008744053,0.0005887445],"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":[0.000002508485,0.000026965241,0.00017462301,0.000053735635,0.000010513563,0.000001489529,0.022079263,2.926146e-7,0.000002460136,0.8573149,0.0039280267,0.116405256],"study_design_scores_gemma":[0.000023975352,0.000009041983,0.00048393925,0.00022148371,0.0000048007637,6.062174e-8,0.0029811745,5.216923e-7,0.0000015990931,0.39084646,0.6052863,0.00014066068],"about_ca_topic_score_codex":0.0010450613,"about_ca_topic_score_gemma":0.0024982465,"teacher_disagreement_score":0.60135823,"about_ca_system_score_codex":0.0003076682,"about_ca_system_score_gemma":0.0019316429,"threshold_uncertainty_score":0.7626859},"labels":[],"label_agreement":null},{"id":"W4313446015","doi":"10.1007/978-3-031-04394-9_66","title":"Reflexive Bracketing","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Saskatchewan","funders":"","keywords":"Bracketing (phenomenology); Phenomenology (philosophy); Reflexivity; Epistemology; Object (grammar); Philosophy; Psychology; Sociology; Linguistics; Social science","score_opus":0.2348452325399221,"score_gpt":0.5422636455876709,"score_spread":0.30741841304774886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313446015","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":[0.00026100516,0.00060264394,0.00003825282,0.0051770294,0.0016888621,0.00033338065,0.000004818563,0.00008746017,0.99180657],"genre_scores_gemma":[0.0014797135,0.0027277698,0.0043699774,0.00017152117,0.0014570907,0.000040054576,0.000017685197,0.00005935705,0.98967683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99782234,0.00053568836,0.00030094569,0.0003597591,0.0006363577,0.00034491337],"domain_scores_gemma":[0.99785423,0.0013543919,0.00017534128,0.00023407744,0.00026170074,0.00012023431],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007719478,0.00014811897,0.00020612797,0.00036816794,0.00028810327,0.000090625275,0.00027808058,0.00040884642,0.00051613344],"category_scores_gemma":[0.0031230464,0.00016533458,0.000077671444,0.00014732483,0.00049421727,0.00012852922,0.00007793897,0.0008799518,0.0008710124],"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":[0.0000032645523,0.000014896547,0.000055637334,0.000050901777,0.000007003449,0.0000015199497,0.018087676,5.399141e-7,0.0000063659227,0.79250115,0.0016985363,0.18757248],"study_design_scores_gemma":[0.00002477096,0.000008236364,0.00037530335,0.0003917424,0.0000040999353,6.708949e-8,0.0032062368,7.7154857e-7,0.0000041396092,0.5030104,0.49282995,0.00014430305],"about_ca_topic_score_codex":0.0010013665,"about_ca_topic_score_gemma":0.0029100075,"teacher_disagreement_score":0.4911314,"about_ca_system_score_codex":0.00053750793,"about_ca_system_score_gemma":0.0019686103,"threshold_uncertainty_score":0.9999069},"labels":[],"label_agreement":null},{"id":"W4313502652","doi":"10.1177/10778004221144070","title":"Interrogating White Men’s Allyship: Implications of Performativity for Qualitative Methodologies","year":2022,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Performativity; Sociology; Performative utterance; Gender studies; Autoethnography; White (mutation); Critical ethnography; Critical race theory; Qualitative research; Nomination; Critical theory; Ethnography; Grounded theory; Identity (music); Foregrounding; Epistemology; Aesthetics; Social science; Racism; Law; Anthropology; Political science","score_opus":0.7191423338533749,"score_gpt":0.6787812285064226,"score_spread":0.04036110534695225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313502652","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16809651,0.00048185585,0.7493005,0.04567045,0.0006396306,0.002481482,0.0013770986,0.00022102284,0.03173147],"genre_scores_gemma":[0.71976316,0.00004824833,0.27673903,0.00034363536,0.00014801936,0.0016768273,0.000068865294,0.000031447133,0.0011807663],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9364482,0.060393985,0.00093052915,0.00047996888,0.001044142,0.00070316263],"domain_scores_gemma":[0.94444954,0.053117394,0.0007573617,0.00034492952,0.0011609148,0.0001698468],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.09274554,0.00022118377,0.0005911624,0.00030003279,0.0023058245,0.000057199388,0.0007411298,0.00011444839,0.0005164127],"category_scores_gemma":[0.033328585,0.00022079608,0.0003032202,0.00090676954,0.0034274892,0.0005423407,0.0003881631,0.000707179,0.000006526451],"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":[0.000094484254,0.00006480582,0.000046385558,0.00008549335,0.00008220313,1.6188379e-7,0.6272291,0.000034855562,0.0005614877,0.36726588,0.001438172,0.0030970108],"study_design_scores_gemma":[0.00027549444,0.00036518724,0.00013760272,0.000018617893,0.000015862515,2.8091407e-7,0.65990746,0.0000554716,0.00025199272,0.33451444,0.004281562,0.0001760559],"about_ca_topic_score_codex":0.0006915118,"about_ca_topic_score_gemma":0.0003903439,"teacher_disagreement_score":0.5516667,"about_ca_system_score_codex":0.0005020275,"about_ca_system_score_gemma":0.0006684289,"threshold_uncertainty_score":0.9992846},"labels":[],"label_agreement":null},{"id":"W4315706156","doi":"10.4324/9781003130666-4","title":"Exploring the significance of ‘place’ for culturally sensitive research","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","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":"Psychology; Sociology","score_opus":0.8526213958597718,"score_gpt":0.6111820414906902,"score_spread":0.2414393543690816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315706156","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":[0.00005924958,0.000056133325,0.0010958562,0.020434877,0.00029761766,0.0017196684,0.000103302285,0.000059936498,0.97617334],"genre_scores_gemma":[0.00061148516,0.0030924089,0.0029959863,0.000046041445,0.0005586692,0.00020593184,0.000007665332,0.00003907441,0.9924427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99524975,0.0018662703,0.00029420832,0.00034028126,0.0017124267,0.00053707813],"domain_scores_gemma":[0.969689,0.027448324,0.00011056973,0.00023967779,0.002396362,0.000116059455],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.034158118,0.00014033278,0.00030477086,0.00014537772,0.0010582089,0.00008061784,0.00045344266,0.00020111192,0.00009036796],"category_scores_gemma":[0.007629065,0.00008883061,0.00019942626,0.0001830515,0.0032528138,0.00014188656,0.00013904163,0.0010170392,0.00009445296],"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":[0.000032933323,0.000002981845,1.6411198e-7,0.00008171695,0.000054975993,0.0000024068697,0.044941436,0.0000016351559,0.00009936278,0.94022447,0.0059872353,0.008570662],"study_design_scores_gemma":[0.00007390901,0.00010827798,0.000008877334,0.00020987449,0.000010415867,7.842361e-8,0.07779621,0.000010211928,0.00031981934,0.38997716,0.5313265,0.00015871908],"about_ca_topic_score_codex":0.002925904,"about_ca_topic_score_gemma":0.0055226176,"teacher_disagreement_score":0.5502473,"about_ca_system_score_codex":0.00015464677,"about_ca_system_score_gemma":0.00080792536,"threshold_uncertainty_score":0.99945974},"labels":[],"label_agreement":null},{"id":"W4317039920","doi":"10.32920/21909207","title":"Corridor Talk: Canadian Feminist Scholars Share Stories of Research Partnerships","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Gossip; Realm; Variety (cybernetics); Sociology; Reputation; Media studies; Public relations; Political science; Social science; Law","score_opus":0.8262201237662468,"score_gpt":0.6530165861527191,"score_spread":0.1732035376135277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317039920","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":[0.044848163,0.0016265746,0.0002744708,0.17752439,0.005327983,0.0034399698,0.0037427396,0.0005399176,0.7626758],"genre_scores_gemma":[0.7480234,0.0009987121,0.009055226,0.00020944786,0.0012358131,0.0003291693,0.00027666826,0.00010609627,0.23976548],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9843723,0.010040548,0.00047070204,0.0007086325,0.0030299965,0.0013777906],"domain_scores_gemma":[0.98831636,0.0069551375,0.00013690864,0.0007003329,0.0027456083,0.0011456533],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06759839,0.00020220313,0.00046208958,0.0008389486,0.0022326675,0.00081208494,0.0015116088,0.00091470167,0.0012969172],"category_scores_gemma":[0.04928854,0.00019651433,0.00018034683,0.0013648251,0.0056651775,0.0001413593,0.00089660217,0.0041425778,0.00023663895],"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":[0.00002752673,0.000036281206,0.0056068804,0.00072933757,0.000104338964,0.0000804756,0.15971552,0.0000071904265,0.00001532198,0.7235172,0.10827847,0.0018815077],"study_design_scores_gemma":[0.000066880435,0.000051362964,0.00073021,0.00040386274,0.000006880978,1.4531362e-7,0.2462945,0.000014209125,0.00006798107,0.13710977,0.6150099,0.00024431775],"about_ca_topic_score_codex":0.8689052,"about_ca_topic_score_gemma":0.97154695,"teacher_disagreement_score":0.70317525,"about_ca_system_score_codex":0.0010072506,"about_ca_system_score_gemma":0.01816095,"threshold_uncertainty_score":0.999616},"labels":[],"label_agreement":null},{"id":"W4317040034","doi":"10.32920/21909207.v1","title":"Corridor Talk: Canadian Feminist Scholars Share Stories of Research Partnerships","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Gossip; Realm; Variety (cybernetics); Sociology; Reputation; Media studies; Public relations; Social science; Political science; Law","score_opus":0.8262201237662468,"score_gpt":0.6530165861527191,"score_spread":0.1732035376135277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317040034","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":[0.044848163,0.0016265746,0.0002744708,0.17752439,0.005327983,0.0034399698,0.0037427396,0.0005399176,0.7626758],"genre_scores_gemma":[0.7480234,0.0009987121,0.009055226,0.00020944786,0.0012358131,0.0003291693,0.00027666826,0.00010609627,0.23976548],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9843723,0.010040548,0.00047070204,0.0007086325,0.0030299965,0.0013777906],"domain_scores_gemma":[0.98831636,0.0069551375,0.00013690864,0.0007003329,0.0027456083,0.0011456533],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06759839,0.00020220313,0.00046208958,0.0008389486,0.0022326675,0.00081208494,0.0015116088,0.00091470167,0.0012969172],"category_scores_gemma":[0.04928854,0.00019651433,0.00018034683,0.0013648251,0.0056651775,0.0001413593,0.00089660217,0.0041425778,0.00023663895],"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":[0.00002752673,0.000036281206,0.0056068804,0.00072933757,0.000104338964,0.0000804756,0.15971552,0.0000071904265,0.00001532198,0.7235172,0.10827847,0.0018815077],"study_design_scores_gemma":[0.000066880435,0.000051362964,0.00073021,0.00040386274,0.000006880978,1.4531362e-7,0.2462945,0.000014209125,0.00006798107,0.13710977,0.6150099,0.00024431775],"about_ca_topic_score_codex":0.8689052,"about_ca_topic_score_gemma":0.97154695,"teacher_disagreement_score":0.70317525,"about_ca_system_score_codex":0.0010072506,"about_ca_system_score_gemma":0.01816095,"threshold_uncertainty_score":0.999616},"labels":[],"label_agreement":null},{"id":"W4317765812","doi":"10.1002/9781405165518.wbeosb018.pub2","title":"Bifurcated Consciousness, Line of Fault","year":2020,"lang":"en","type":"other","venue":"The Blackwell Encyclopedia of Sociology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Consciousness; Ethnography; Line (geometry); Sociology; Movement (music); Fault (geology); Psychoanalysis; Elaboration; Epistemology; Cognitive science; Psychology; Aesthetics; Philosophy; Anthropology; Humanities; Geology; Mathematics; Seismology","score_opus":0.08494740289505515,"score_gpt":0.4384183716615491,"score_spread":0.353470968766494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317765812","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":[0.00019831485,0.0050956686,0.0005967279,0.011523574,0.0004574842,0.0005615331,0.00016692025,0.0000874454,0.98131233],"genre_scores_gemma":[0.010102861,0.16370174,0.0053391764,0.0010529978,0.0023881537,0.000059398415,0.00010079943,0.00046496696,0.8167899],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934981,0.004765199,0.0004860123,0.00030282373,0.0005167535,0.0004311388],"domain_scores_gemma":[0.99514025,0.0035319256,0.0006758536,0.00033394498,0.0002113488,0.00010668207],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004077649,0.00022028653,0.0008012489,0.00012283065,0.00014656353,0.0000049020446,0.0008947818,0.00086021126,0.003260147],"category_scores_gemma":[0.0036516679,0.00015618558,0.00019877183,0.00032279638,0.013181679,0.000021532976,0.0001617726,0.0008281876,0.00014756867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060212755,0.000102792605,0.00017729696,0.00046218594,0.0003416995,0.000006233447,0.10390014,0.0000032070561,0.00013552305,0.2552507,0.6342012,0.005358766],"study_design_scores_gemma":[0.0002205759,0.0001241473,0.000025047628,0.00007545931,0.000054710617,1.6339683e-7,0.011241156,0.0000056740805,0.000028315604,0.053308938,0.93475187,0.00016396027],"about_ca_topic_score_codex":0.0054654116,"about_ca_topic_score_gemma":0.00086574256,"teacher_disagreement_score":0.3005506,"about_ca_system_score_codex":0.000032376287,"about_ca_system_score_gemma":0.0009001055,"threshold_uncertainty_score":0.997651},"labels":[],"label_agreement":null},{"id":"W4318953398","doi":"10.32920/22001714","title":"Exploring the Practices of Refugee Settlement Practitioners in Toronto: An Institutional Ethnography","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Toronto Metropolitan University","funders":"","keywords":"Refugee; Ethnography; Settlement (finance); Corporate governance; Sociology; Work (physics); Political science; Public relations; Gender studies; Management; Engineering; Business; Anthropology; Law","score_opus":0.7338393718399329,"score_gpt":0.6289210820739273,"score_spread":0.10491828976600559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318953398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5535109,0.0012658313,0.008587092,0.16640063,0.005105133,0.0036352125,0.00045893303,0.00041733394,0.26061893],"genre_scores_gemma":[0.8684104,0.035465214,0.09025006,0.00051728176,0.0013586971,0.0019069277,0.00027908746,0.000056803612,0.0017555022],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99194777,0.0056206975,0.00041302448,0.00035383194,0.0013405054,0.00032417654],"domain_scores_gemma":[0.9952582,0.0034160407,0.00053951575,0.00033328956,0.00034755125,0.00010539644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028481646,0.0001252358,0.00020733871,0.0001374433,0.00049672555,0.00013043842,0.0005495841,0.00016321258,0.00023903068],"category_scores_gemma":[0.0073992545,0.000092329385,0.000108633736,0.00040145696,0.0011934404,0.0012247365,0.0003590622,0.001012282,0.0000074719183],"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":[0.000040224193,0.00016407286,0.0014637959,0.00017927392,0.000100607605,0.000005357251,0.1314934,0.00031113913,0.000046066256,0.8593206,0.00036288155,0.006512585],"study_design_scores_gemma":[0.00022606188,0.000110931374,0.030075572,0.0004018626,0.000031014053,2.1903722e-7,0.7365768,0.00014701975,0.00009539461,0.12719287,0.104778215,0.00036404905],"about_ca_topic_score_codex":0.19474152,"about_ca_topic_score_gemma":0.30230165,"teacher_disagreement_score":0.7321277,"about_ca_system_score_codex":0.00048407115,"about_ca_system_score_gemma":0.0013414837,"threshold_uncertainty_score":0.9871227},"labels":[],"label_agreement":null},{"id":"W4318953399","doi":"10.32920/22001714.v1","title":"Exploring the Practices of Refugee Settlement Practitioners in Toronto: An Institutional Ethnography","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Toronto Metropolitan University","funders":"","keywords":"Refugee; Ethnography; Settlement (finance); Corporate governance; Sociology; Work (physics); Political science; Public relations; Gender studies; Management; Engineering; Business; Anthropology; Law","score_opus":0.7338393718399329,"score_gpt":0.6289210820739273,"score_spread":0.10491828976600559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318953399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5535109,0.0012658313,0.008587092,0.16640063,0.005105133,0.0036352125,0.00045893303,0.00041733394,0.26061893],"genre_scores_gemma":[0.8684104,0.035465214,0.09025006,0.00051728176,0.0013586971,0.0019069277,0.00027908746,0.000056803612,0.0017555022],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99194777,0.0056206975,0.00041302448,0.00035383194,0.0013405054,0.00032417654],"domain_scores_gemma":[0.9952582,0.0034160407,0.00053951575,0.00033328956,0.00034755125,0.00010539644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028481646,0.0001252358,0.00020733871,0.0001374433,0.00049672555,0.00013043842,0.0005495841,0.00016321258,0.00023903068],"category_scores_gemma":[0.0073992545,0.000092329385,0.000108633736,0.00040145696,0.0011934404,0.0012247365,0.0003590622,0.001012282,0.0000074719183],"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":[0.000040224193,0.00016407286,0.0014637959,0.00017927392,0.000100607605,0.000005357251,0.1314934,0.00031113913,0.000046066256,0.8593206,0.00036288155,0.006512585],"study_design_scores_gemma":[0.00022606188,0.000110931374,0.030075572,0.0004018626,0.000031014053,2.1903722e-7,0.7365768,0.00014701975,0.00009539461,0.12719287,0.104778215,0.00036404905],"about_ca_topic_score_codex":0.19474152,"about_ca_topic_score_gemma":0.30230165,"teacher_disagreement_score":0.7321277,"about_ca_system_score_codex":0.00048407115,"about_ca_system_score_gemma":0.0013414837,"threshold_uncertainty_score":0.9871227},"labels":[],"label_agreement":null},{"id":"W4319294757","doi":"10.1177/10497323231154482","title":"Introducing SAMMSA, a Five-Step Method for Producing ‘Quality’ Qualitative Analysis","year":2023,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":20,"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; McGill University Health Centre; Dalhousie University","funders":"","keywords":"Qualitative research; Thematic analysis; CLARITY; Qualitative analysis; Computer science; Variety (cybernetics); Qualitative property; Data science; Psychology; Sociology; Social science","score_opus":0.7950923931885465,"score_gpt":0.7840699021416178,"score_spread":0.011022491046928762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319294757","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01291841,0.0010139479,0.6965754,0.2779759,0.0004322766,0.005639054,0.00079346634,0.00054285105,0.0041086935],"genre_scores_gemma":[0.02517569,0.00198378,0.9140503,0.001958602,0.0020731345,0.0039824913,0.0005829138,0.00020403448,0.04998905],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.73170096,0.25282034,0.002232383,0.0023875316,0.0062021394,0.004656636],"domain_scores_gemma":[0.7955643,0.19354942,0.00072099164,0.0011690521,0.007456898,0.0015393251],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.5628318,0.00043333182,0.001674069,0.0038323787,0.00660909,0.00045076423,0.0011462115,0.0003878096,0.0002692663],"category_scores_gemma":[0.19774568,0.00041829213,0.000678229,0.020443207,0.003152092,0.0006201524,0.00039293946,0.0023560103,0.00036420126],"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":[0.00019996865,0.00009073754,0.000030785606,0.0006619369,0.00050584937,0.0000023751006,0.6321803,0.00008991472,0.00012946814,0.32128263,0.019479176,0.025346868],"study_design_scores_gemma":[0.00061147375,0.0005696882,0.0003534124,0.00011792609,0.000038638664,1.4777324e-7,0.78696793,0.0019994548,0.00007150402,0.1458117,0.063059226,0.00039889486],"about_ca_topic_score_codex":0.06937453,"about_ca_topic_score_gemma":0.01792314,"teacher_disagreement_score":0.36508614,"about_ca_system_score_codex":0.0017874499,"about_ca_system_score_gemma":0.00530184,"threshold_uncertainty_score":0.9999972},"labels":[],"label_agreement":null},{"id":"W4319460945","doi":"10.1123/japa.2023-0006","title":"Introduction From the New Editors","year":2023,"lang":"en","type":"editorial","venue":"Journal of Aging and Physical Activity","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Psychology","score_opus":0.09246362734970696,"score_gpt":0.49755735714886506,"score_spread":0.4050937297991581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319460945","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":[0.0060457727,0.00009817887,0.0005646237,0.0758647,0.9172259,0.00004501785,0.00002917358,0.000014433557,0.00011220769],"genre_scores_gemma":[0.0014240065,0.0008229325,0.00016620815,0.000007633437,0.9965499,5.4623763e-7,0.000002601769,0.00001257581,0.0010136192],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957027,0.0023385647,0.00013291612,0.00016106183,0.001447688,0.00021707099],"domain_scores_gemma":[0.97380954,0.025204046,0.00034339665,0.00010320173,0.00035206316,0.00018777135],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0058486555,0.00011197575,0.0003382234,0.00003966937,0.00045783745,0.0002069514,0.0002547096,0.00022623825,0.000011136804],"category_scores_gemma":[0.0166558,0.000069057125,0.0001618194,0.00022135554,0.00047150205,0.0002657583,0.00006275311,0.002501003,0.000007609733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028429593,0.00003680867,0.0000031198945,0.000010705488,0.00007159824,0.0000021869964,0.011941506,0.0000016515826,0.000062154686,0.00021111625,0.95081854,0.036812164],"study_design_scores_gemma":[0.0000996378,0.00006638978,0.00011025174,0.00007918181,0.00004703389,6.14745e-8,0.0013199777,0.000008794654,0.00004689349,0.027503034,0.9706413,0.00007741403],"about_ca_topic_score_codex":0.0061576855,"about_ca_topic_score_gemma":0.00016251628,"teacher_disagreement_score":0.079323985,"about_ca_system_score_codex":0.00010348136,"about_ca_system_score_gemma":0.00097149925,"threshold_uncertainty_score":0.99980026},"labels":[],"label_agreement":null},{"id":"W4320019329","doi":"10.1093/isr/viac064","title":"Negotiating Positionality as a Student and Researcher in Africa: Understanding How Seniority and Race Mediate Elite Interviews in African Social Contexts","year":2022,"lang":"en","type":"article","venue":"International Studies Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"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":"Economic and Social Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Elite; Seniority; Sociology; Gender studies; Reflexivity; Negotiation; Politics; Hierarchy; Power (physics); Race (biology); Political science; Social science; Law","score_opus":0.5501175204064614,"score_gpt":0.60099657981968,"score_spread":0.050879059413218575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320019329","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":[0.04591667,0.5926306,0.00024078772,0.33673123,0.00038879286,0.0016061382,0.00011445844,0.000026958509,0.02234433],"genre_scores_gemma":[0.6874509,0.31122556,0.00018120912,0.00047105426,0.00009165223,0.00022880199,0.000005217417,0.0000066398648,0.00033896297],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99030155,0.0075275856,0.00035591118,0.0003012487,0.001202975,0.00031070062],"domain_scores_gemma":[0.9969638,0.002536125,0.00015168353,0.000054332366,0.00021768,0.00007640725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022839807,0.000107821295,0.000382863,0.00013187474,0.0006696883,0.00011159067,0.0002336592,0.000031049065,0.00009727033],"category_scores_gemma":[0.005147735,0.00010029827,0.00005097585,0.00046885395,0.00064404414,0.00020032766,0.0006996854,0.00057457155,0.0000011350083],"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":[0.00007736392,0.0002515556,0.012188117,0.0011468104,0.00032468786,0.00009024736,0.43781012,0.0000023664718,0.000022972565,0.47107884,0.002446195,0.07456072],"study_design_scores_gemma":[0.0011474221,0.00013110349,0.06765581,0.0017678146,0.00002735417,0.0000050835056,0.5835928,0.000060854374,5.304736e-7,0.098705456,0.24652159,0.00038421215],"about_ca_topic_score_codex":0.0011084928,"about_ca_topic_score_gemma":0.0026731577,"teacher_disagreement_score":0.6415342,"about_ca_system_score_codex":0.0013385067,"about_ca_system_score_gemma":0.000113795504,"threshold_uncertainty_score":0.7915867},"labels":[],"label_agreement":null},{"id":"W4322493167","doi":"10.4324/9781003280590-8","title":"Writing as Uprootedness","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Immanence; Epistemology; Ontology; Qualitative research; Sociology; Philosophy; Social science","score_opus":0.4511075843863887,"score_gpt":0.5801373153217586,"score_spread":0.1290297309353699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322493167","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":[0.0000031742236,0.00011008638,0.000556458,0.008486503,0.00030116073,0.00021221611,0.000011667945,0.00024384104,0.9900749],"genre_scores_gemma":[0.00006353135,0.0012915708,0.0020661408,0.00025722064,0.00065731426,0.000008526751,0.000008522019,0.000048210215,0.995599],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99750024,0.00047630095,0.00023396486,0.00029690476,0.0010934024,0.00039918494],"domain_scores_gemma":[0.9963612,0.0028319499,0.000083586274,0.00016833481,0.00035329643,0.0002016456],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009566739,0.00014329092,0.0002439998,0.00012944065,0.0006206402,0.00013621274,0.0003070053,0.000522558,0.0042222277],"category_scores_gemma":[0.002050285,0.00013214476,0.00013682994,0.000076503544,0.0010118098,0.00007781273,0.000116175455,0.00081493566,0.0039198776],"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":[0.000001896864,0.0000017495535,0.0000014168996,0.00003149339,0.000021018574,0.000022577326,0.0046478966,6.398272e-8,0.0000016220432,0.96130717,0.004132271,0.029830843],"study_design_scores_gemma":[0.000022084756,0.000012748758,0.0000015078505,0.00009206583,0.000003923419,1.2131764e-7,0.0033674524,0.0000011892879,0.0000018166199,0.5360448,0.46033713,0.00011519148],"about_ca_topic_score_codex":0.002350303,"about_ca_topic_score_gemma":0.0018038886,"teacher_disagreement_score":0.45620486,"about_ca_system_score_codex":0.00010173222,"about_ca_system_score_gemma":0.00073185534,"threshold_uncertainty_score":0.9968557},"labels":[],"label_agreement":null},{"id":"W4323364702","doi":"10.1017/s1537592722004182","title":"On the Outside Looking In: Ethnography and Authoritarianism","year":2023,"lang":"en","type":"article","venue":"Perspectives on Politics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Toronto; University of Exeter; London School of Economics and Political Science","keywords":"Insider; Deference; Ethnography; Authoritarianism; Value (mathematics); Incentive; Politics; Conformity; Sociology; Unintended consequences; Respondent; Public relations; Political science; Law and economics; Law; Economics; Democracy","score_opus":0.1878246696210174,"score_gpt":0.5084751228832902,"score_spread":0.3206504532622728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323364702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5015289,0.00034863892,0.00033331514,0.16677259,0.0002695688,0.0004896446,0.000033042426,0.00018277882,0.33004147],"genre_scores_gemma":[0.99701536,0.0005896606,0.00041948367,0.0005950644,0.00018116755,0.00001773124,5.866329e-7,0.000012081267,0.0011688485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968757,0.0017681343,0.000113456874,0.0002361488,0.0005008628,0.0005057221],"domain_scores_gemma":[0.993116,0.006480833,0.000028911212,0.00015448748,0.00009447917,0.0001252598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056104176,0.000090082154,0.00011617354,0.0002635367,0.0007763253,0.00010218427,0.00017145406,0.000096951866,0.000035361154],"category_scores_gemma":[0.006584555,0.000067225585,0.000054204138,0.0006858474,0.0013441393,0.00006356732,0.000045778834,0.0005775395,0.000044818793],"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":[0.000003642974,0.000020130845,0.00029705063,0.000004057952,0.000008414641,0.000005433241,0.22256535,0.000002604163,0.000007796564,0.77647215,0.00026938968,0.0003440035],"study_design_scores_gemma":[0.00007351412,0.00006099171,0.0066711665,0.000028797174,0.0000018557464,8.373052e-8,0.38977,0.000050712653,0.000015308797,0.6001785,0.0030800116,0.000069053225],"about_ca_topic_score_codex":0.0018547965,"about_ca_topic_score_gemma":0.0003911999,"teacher_disagreement_score":0.49548644,"about_ca_system_score_codex":0.00013158326,"about_ca_system_score_gemma":0.00012321302,"threshold_uncertainty_score":0.7882803},"labels":[],"label_agreement":null},{"id":"W4362556790","doi":"10.1177/10778004231163497","title":"Relational Ethics of Care in Pandemic Research: Vulnerabilities, Intimacies, and Becoming Together-Apart","year":2023,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Posthuman; Sociology; Feminist ethics; Research ethics; Embodied cognition; Qualitative research; Gender studies; Aesthetics; Psychology; Epistemology; Social science","score_opus":0.7938290150154759,"score_gpt":0.6614706689086397,"score_spread":0.13235834610683617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362556790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97144735,0.0018847605,0.0009783446,0.014478651,0.0002868376,0.0005936824,0.00008433817,0.00009396208,0.0101521015],"genre_scores_gemma":[0.9877288,0.001840135,0.0083530415,0.00016380267,0.00021268793,0.00010332881,0.00003790385,0.00002595823,0.0015343886],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95814604,0.038497802,0.00057674106,0.00040727836,0.0017024099,0.00066975004],"domain_scores_gemma":[0.9355323,0.0628984,0.000110358844,0.00018263377,0.0011250351,0.00015131303],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09917514,0.0001248749,0.0003338082,0.00058296847,0.00080546434,0.000046970308,0.0002457051,0.00036661318,0.00009377079],"category_scores_gemma":[0.057486612,0.00012389547,0.00006323987,0.0018055849,0.0076842285,0.0003161428,0.00018979116,0.0019660587,0.000026835824],"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":[0.000041173676,0.000014174962,0.0028380558,0.00016528061,0.000010917374,0.0000019947447,0.632546,0.00001057635,0.00011402621,0.36166278,0.00031167857,0.002283314],"study_design_scores_gemma":[0.0002288738,0.00012917342,0.0022201638,0.0001626514,0.0000018046196,1.3600503e-7,0.7159026,0.00003083425,0.00004133202,0.2681756,0.0129992645,0.00010754615],"about_ca_topic_score_codex":0.0039449628,"about_ca_topic_score_gemma":0.0061047333,"teacher_disagreement_score":0.09348718,"about_ca_system_score_codex":0.00033560887,"about_ca_system_score_gemma":0.0013111465,"threshold_uncertainty_score":0.9950163},"labels":[],"label_agreement":null},{"id":"W4365420433","doi":"10.38055/sof010111","title":"State of the Field: Letter from the Editors","year":2023,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Field (mathematics); State (computer science); Computer science; History; Mathematics; Programming language","score_opus":0.28301081228879055,"score_gpt":0.5533525105851966,"score_spread":0.2703416982964061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365420433","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":[0.3452945,0.0002907835,0.00015087258,0.64736915,0.0038083438,0.00018698892,0.000026879425,0.00004080986,0.0028316423],"genre_scores_gemma":[0.94921345,0.0054103527,0.0006139823,0.013272019,0.014394384,0.00008127864,0.000002687553,0.000019329495,0.01699253],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754417,0.0015937593,0.000106248066,0.000083373125,0.0005066182,0.00016583111],"domain_scores_gemma":[0.98995906,0.009697655,0.00004791318,0.00012789304,0.00014985367,0.000017611585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036731716,0.000041077794,0.00009333637,0.0000143885945,0.00063521863,0.00001866666,0.00023802079,0.000026214708,0.000022702434],"category_scores_gemma":[0.007546537,0.000019061472,0.000057560006,0.00037416085,0.0008346962,0.0000425851,0.00017219227,0.00017678997,0.00004098551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030902984,0.0000035942383,0.0036135046,0.000006014723,0.000057882513,4.786762e-7,0.14879495,0.0000019722768,0.00009533379,0.002870709,0.83866215,0.0058903424],"study_design_scores_gemma":[0.00006183126,0.000017610975,0.022875058,0.000033605753,0.0000071659415,4.0449306e-9,0.12783763,0.0000028426557,0.00022501416,0.039185986,0.80970305,0.000050189567],"about_ca_topic_score_codex":0.0005475641,"about_ca_topic_score_gemma":0.0011692616,"teacher_disagreement_score":0.63409716,"about_ca_system_score_codex":0.000015420921,"about_ca_system_score_gemma":0.0000477009,"threshold_uncertainty_score":0.9034455},"labels":[],"label_agreement":null},{"id":"W4366463581","doi":"10.1111/cars.12429","title":"Symposium on anti‐racist and anti‐colonial theorizing","year":2023,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Lethbridge; Brandon University","funders":"","keywords":"Citation; Library science; Sociology; Anthropology; History; Media studies; Art history; Computer science","score_opus":0.19565480256458445,"score_gpt":0.45784258406844786,"score_spread":0.2621877815038634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366463581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8488227,0.011227209,0.000014360956,0.12882137,0.000664894,0.00078627,0.00031317718,0.000107670494,0.009242341],"genre_scores_gemma":[0.88111836,0.112341546,0.00035819027,0.0051744473,0.0004115025,0.000081523125,0.000058051846,0.000030837626,0.00042555356],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931632,0.0039308784,0.00045196863,0.00050575146,0.0001301476,0.0018180024],"domain_scores_gemma":[0.99400353,0.003974867,0.00020987779,0.00033162083,0.00032144788,0.0011586631],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.018222978,0.00023341458,0.00078018155,0.0002904296,0.0011332734,0.000023594155,0.0005685147,0.000587974,0.00012363453],"category_scores_gemma":[0.013668282,0.00022649446,0.0002069566,0.00055847067,0.0051722866,0.00008695278,0.00006617872,0.00084894843,0.00006417405],"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":[0.0000075229223,0.000015474861,0.02655712,0.0032049562,0.00013901689,0.0002187792,0.08883812,0.000006540147,0.0005592052,0.8553126,0.015504985,0.009635671],"study_design_scores_gemma":[0.00080508005,0.00073786796,0.1805072,0.007929586,0.00021071617,0.000023093055,0.1343144,0.0000665506,0.00004198852,0.30253333,0.3712277,0.0016024747],"about_ca_topic_score_codex":0.06147944,"about_ca_topic_score_gemma":0.19982788,"teacher_disagreement_score":0.55277926,"about_ca_system_score_codex":0.0012681867,"about_ca_system_score_gemma":0.0030157047,"threshold_uncertainty_score":0.99753505},"labels":[],"label_agreement":null},{"id":"W4366977248","doi":"10.1111/maq.12750","title":"Beyond the Limits: Conversation, Part II","year":2023,"lang":"en","type":"article","venue":"Medical Anthropology Quarterly","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Conversation; Library science; Anthropology; Sociology; Computer science; Communication","score_opus":0.13058854304286413,"score_gpt":0.5081548406208686,"score_spread":0.3775662975780044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366977248","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":[0.034171272,0.00017120063,0.001894725,0.9491527,0.0020295298,0.00020256512,0.000009618106,0.00019748448,0.012170886],"genre_scores_gemma":[0.95128465,0.0038244422,0.0006312107,0.021657722,0.0042786347,0.00017776688,0.000059645135,0.000040775674,0.01804517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939259,0.003838822,0.0002598316,0.00023379788,0.0011362255,0.0006054187],"domain_scores_gemma":[0.99547917,0.0037925765,0.000058477082,0.0001928282,0.00017013022,0.00030684168],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.01233579,0.00008907874,0.00017648062,0.00007132918,0.0022364145,0.000034021083,0.00047345491,0.00028839792,0.008906756],"category_scores_gemma":[0.0044195694,0.00005758514,0.00007116402,0.0006633509,0.01349077,0.0001016757,0.000037765214,0.00056501874,0.00086972234],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009626142,0.000047654168,0.00029672333,0.000008275622,0.00003264487,0.000035062207,0.19552243,6.376334e-8,0.0000081756025,0.53667223,0.16892555,0.098441534],"study_design_scores_gemma":[0.00021596161,0.0004335384,0.0003999219,0.000010684387,0.000006712882,0.0000017542388,0.1950705,0.00008589775,0.0000101010455,0.18017584,0.62349993,0.00008913182],"about_ca_topic_score_codex":0.002029384,"about_ca_topic_score_gemma":0.0036582188,"teacher_disagreement_score":0.927495,"about_ca_system_score_codex":0.00003811509,"about_ca_system_score_gemma":0.00058926723,"threshold_uncertainty_score":0.9999082},"labels":[],"label_agreement":null},{"id":"W4366977284","doi":"10.1111/maq.12752","title":"Beyond the Limits: Conversation, Part III","year":2023,"lang":"en","type":"article","venue":"Medical Anthropology Quarterly","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Conversation; Psychology; Sociology; Communication","score_opus":0.12747544590060292,"score_gpt":0.5072322974146403,"score_spread":0.3797568515140374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366977284","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":[0.019557828,0.00019137932,0.0048291264,0.9569221,0.0022846423,0.00023993148,0.000008697404,0.00022048793,0.0157458],"genre_scores_gemma":[0.9582208,0.003864366,0.00049609656,0.01940456,0.003994235,0.00017108882,0.000055095534,0.000037498023,0.013756296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99372303,0.00400095,0.0002736338,0.000236685,0.0011533314,0.0006123374],"domain_scores_gemma":[0.994618,0.0046376586,0.000061551305,0.00019508431,0.00017221997,0.0003154966],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.012701755,0.00009028463,0.00018656219,0.00007238281,0.0013937266,0.000042920212,0.00047538572,0.00029135332,0.009050884],"category_scores_gemma":[0.003517326,0.00005841032,0.000072523326,0.00066849304,0.013776806,0.000102280355,0.000025474073,0.00057221245,0.0010880373],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014499208,0.000042880183,0.0003473143,0.000009362311,0.00003939759,0.000048154063,0.18896377,7.7503586e-8,0.0000096832855,0.52604306,0.17191619,0.11256559],"study_design_scores_gemma":[0.0003322395,0.0003062473,0.00046499813,0.000012255014,0.000008005195,0.0000020638831,0.27544206,0.000113331764,0.0000111558475,0.16828021,0.554925,0.00010238843],"about_ca_topic_score_codex":0.003028685,"about_ca_topic_score_gemma":0.0044829743,"teacher_disagreement_score":0.93866295,"about_ca_system_score_codex":0.000039066283,"about_ca_system_score_gemma":0.0005990744,"threshold_uncertainty_score":0.9999063},"labels":[],"label_agreement":null},{"id":"W4366977360","doi":"10.1111/maq.12748","title":"Beyond the Limits: Conversation, Part I","year":2023,"lang":"en","type":"article","venue":"Medical Anthropology Quarterly","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Conversation; Library science; Media studies; Sociology; Computer science","score_opus":0.13730562417462752,"score_gpt":0.514103960091877,"score_spread":0.3767983359172494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366977360","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":[0.020013198,0.00017169969,0.0032731744,0.9604907,0.002083862,0.00020318832,0.000007853579,0.00020492285,0.013551379],"genre_scores_gemma":[0.94754815,0.0050179143,0.0006415255,0.024516398,0.0052811657,0.00021170024,0.00006831958,0.00004900459,0.01666583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99371237,0.0041615525,0.00024193764,0.00021709356,0.0010949484,0.0005721241],"domain_scores_gemma":[0.99538743,0.0039225644,0.000053399217,0.00018272118,0.00016015278,0.00029374778],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.012264998,0.000081865444,0.00016234456,0.000067603134,0.0012671462,0.000040964358,0.00044750932,0.00026698696,0.008287613],"category_scores_gemma":[0.004414511,0.000052609495,0.00006620718,0.00064255757,0.013068699,0.00009450958,0.000022005299,0.00052793615,0.0013942593],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000102664035,0.00004050899,0.00069461437,0.000010230396,0.000035006575,0.00004802726,0.17382193,7.1858544e-8,0.000007409994,0.5427846,0.17584617,0.10670117],"study_design_scores_gemma":[0.00021151225,0.00028003653,0.0005008488,0.000010435842,0.0000065018653,0.0000018425143,0.21804224,0.00012387239,0.000007750628,0.19260125,0.58812404,0.0000896819],"about_ca_topic_score_codex":0.0021925778,"about_ca_topic_score_gemma":0.0037285634,"teacher_disagreement_score":0.9359743,"about_ca_system_score_codex":0.000035450605,"about_ca_system_score_gemma":0.00056052057,"threshold_uncertainty_score":0.9993833},"labels":[],"label_agreement":null},{"id":"W4367053307","doi":"10.1177/20438206231171207","title":"Centering the geographical imaginations of research participants in narrating speculative futures","year":2023,"lang":"en","type":"article","venue":"Dialogues in Human Geography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Futures contract; Narrative; Restructuring; Sociology; Work (physics); Qualitative research; Public relations; Media studies; Social science; Political science; Economics; Financial economics; Literature","score_opus":0.4364303017805707,"score_gpt":0.5935912183391938,"score_spread":0.15716091655862313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367053307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98649776,0.00022620094,0.000027495493,0.0040837107,0.00013143972,0.0004192642,0.000015645162,0.000044502467,0.008553999],"genre_scores_gemma":[0.9990551,0.00034591823,0.00027678197,0.000025272584,0.00013590256,0.000109739136,0.000014903787,0.000009480066,0.000026925334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9912376,0.0062179225,0.00040233106,0.00027510815,0.0010030081,0.00086402585],"domain_scores_gemma":[0.9956165,0.0036787938,0.00007042871,0.00021500912,0.0003280741,0.00009119168],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.024023535,0.00009082049,0.00020030107,0.0014570316,0.0011550408,0.000097438664,0.00047572213,0.0001017803,0.00003744033],"category_scores_gemma":[0.0042255293,0.000073609626,0.00011602675,0.0050357734,0.0043871524,0.00018224728,0.00018108803,0.00083045504,0.000005187798],"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":[0.000010584285,0.0000836789,0.5463554,0.000032947544,0.00001791384,0.000011889623,0.18739972,0.0000603981,0.00038932014,0.2641148,0.00010149012,0.0014218222],"study_design_scores_gemma":[0.0001871752,0.000043110944,0.6139165,0.00012051668,0.0000015902668,3.697621e-8,0.08523702,0.000119326796,0.000060072623,0.29957154,0.00065689615,0.000086185544],"about_ca_topic_score_codex":0.009215174,"about_ca_topic_score_gemma":0.026824467,"teacher_disagreement_score":0.1021627,"about_ca_system_score_codex":0.00004087036,"about_ca_system_score_gemma":0.00008002695,"threshold_uncertainty_score":0.9983223},"labels":[],"label_agreement":null},{"id":"W4367335373","doi":"10.15453/0191-5096.3901","title":"Journal of Sociology and Social Welfare Vol. 42 No. 2 (June 2015)","year":2015,"lang":"en","type":"article","venue":"The Journal of Sociology & Social Welfare","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Scholarship; Sociology; Ethnography; Welfare; Social science; Social Welfare; Anthropology; Political science; Law","score_opus":0.1599573529101165,"score_gpt":0.49060224800401203,"score_spread":0.3306448950938955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367335373","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":[0.35436058,0.0034771308,0.0004427425,0.63522005,0.0034209604,0.00023497075,0.000041135067,0.000019894735,0.0027825253],"genre_scores_gemma":[0.9899734,0.0008528554,0.000981038,0.0010814887,0.0063731195,0.0000027776186,0.0000031959894,0.000033350098,0.0006987286],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98204917,0.014654733,0.0011193239,0.00017372596,0.0011857246,0.0008173346],"domain_scores_gemma":[0.98983854,0.001980314,0.0018506368,0.000114112976,0.0058564655,0.00035995088],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.034600195,0.00026404782,0.0010485209,0.00018171537,0.0033626815,0.000056336146,0.0010110463,0.00094941683,0.000342686],"category_scores_gemma":[0.007788233,0.00018363158,0.00045775098,0.00021690592,0.011944371,0.00038996927,0.0002049539,0.0026635737,0.000016581065],"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":[0.0008441105,0.00015066558,0.001467182,0.000052512674,0.0006380569,0.000048661634,0.6390824,0.000003450933,0.0002742022,0.25582606,0.09793728,0.003675478],"study_design_scores_gemma":[0.0019100447,0.0008499464,0.0064087743,0.000018427178,0.000220514,0.000053319905,0.45976058,0.0000028616757,0.000010668209,0.14834352,0.38215744,0.0002638876],"about_ca_topic_score_codex":0.00021469315,"about_ca_topic_score_gemma":0.00013402892,"teacher_disagreement_score":0.63561285,"about_ca_system_score_codex":0.00043573842,"about_ca_system_score_gemma":0.0013440053,"threshold_uncertainty_score":0.9996373},"labels":[],"label_agreement":null},{"id":"W4367678896","doi":"10.1177/26338076231172521","title":"Leveraging identity to overcome temporal and financial limitations in rapid ethnography in criminological research","year":2023,"lang":"en","type":"article","venue":"Journal of Criminology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Toronto","funders":"Economic and Social Research Council","keywords":"Ethnography; Identity (music); Leverage (statistics); Qualitative research; Sociology; Capital (architecture); Social science; Computer science; Anthropology; Geography","score_opus":0.8564237862762215,"score_gpt":0.6189132221292055,"score_spread":0.237510564147016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367678896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9602971,0.00032686847,0.0003474234,0.03649237,0.0001905111,0.000146723,0.0000012682939,0.000010785869,0.0021869396],"genre_scores_gemma":[0.9944449,0.0018758602,0.0032130503,0.00021348831,0.00013753792,0.000009178825,4.4329877e-7,0.0000054080015,0.00010013192],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99260205,0.0053136065,0.0004968215,0.00018505547,0.0007507615,0.0006516793],"domain_scores_gemma":[0.994372,0.0048082606,0.000090619025,0.000087645356,0.00045470044,0.00018675542],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024975646,0.000074932526,0.0003006434,0.0024409979,0.00029543418,0.000072547,0.00034904497,0.0002337824,0.000028369419],"category_scores_gemma":[0.024700738,0.000068724774,0.00006837203,0.001579328,0.0011033455,0.00041418136,0.00016410649,0.0014562758,0.000014090104],"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":[0.00035913129,0.0002709318,0.10984241,0.00009101367,0.000021185904,0.000921637,0.43809736,0.0000595623,0.0015645368,0.33286172,0.0047130357,0.11119749],"study_design_scores_gemma":[0.00039661184,0.00034515516,0.61170995,0.000050374103,0.000002604993,0.000005450979,0.055953503,0.000015906837,0.000022740101,0.32181987,0.009600027,0.00007782606],"about_ca_topic_score_codex":0.0018129561,"about_ca_topic_score_gemma":0.0035392179,"teacher_disagreement_score":0.50186753,"about_ca_system_score_codex":0.0001345777,"about_ca_system_score_gemma":0.0004943772,"threshold_uncertainty_score":0.9835146},"labels":[],"label_agreement":null},{"id":"W4367722815","doi":"10.1177/23333936231170824","title":"Elucidating the Ruling Relations of Nurses’ Work in Labor and Delivery: An Institutional Ethnography","year":2023,"lang":"en","type":"article","venue":"Global Qualitative Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Mount Royal University; Memorial University of Newfoundland","funders":"Canadian Nurses Foundation","keywords":"Ethnography; Hierarchy; Ideology; Work (physics); Malpractice; Sociology; Obstetrics; Political science; Law; Nursing; Medicine; Politics; Anthropology","score_opus":0.44629884133684716,"score_gpt":0.653625775097269,"score_spread":0.20732693376042188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367722815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9571154,0.00079359976,0.0010064393,0.025233824,0.00017306657,0.0005200597,0.0000962578,0.000058059162,0.015003253],"genre_scores_gemma":[0.99132645,0.00024951418,0.008046736,0.00004202399,0.000090603884,0.000042926567,0.000020010564,0.0000086264945,0.00017312533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9755727,0.021077849,0.00038640547,0.00035823672,0.001819246,0.00078554533],"domain_scores_gemma":[0.98635817,0.01205959,0.00008511993,0.00019690281,0.0010972952,0.00020295025],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.050062455,0.00010553642,0.00020005093,0.00043009673,0.0020770135,0.00013686994,0.0003851952,0.00015821817,0.000022622578],"category_scores_gemma":[0.016056033,0.000088151115,0.000055396322,0.008207876,0.008340108,0.00042740843,0.00007790368,0.0008882008,0.000021550022],"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":[0.000077157645,0.00006302208,0.00522687,0.000015552774,0.000012022109,0.0000028792558,0.46376806,0.00005400504,0.00005596981,0.49944156,0.00048308933,0.0307998],"study_design_scores_gemma":[0.00019049004,0.00008182409,0.05342383,0.0004084729,0.0000031214822,2.0825017e-7,0.5847449,0.0001940296,0.0000105991085,0.3600291,0.00082702684,0.00008642098],"about_ca_topic_score_codex":0.004595454,"about_ca_topic_score_gemma":0.0011389528,"teacher_disagreement_score":0.13941248,"about_ca_system_score_codex":0.0004072509,"about_ca_system_score_gemma":0.00086714275,"threshold_uncertainty_score":0.99922216},"labels":[],"label_agreement":null},{"id":"W4376620937","doi":"10.1093/bjsw/bcad010","title":"Reflections on Peer Research: Powers, Pleasures, Pains","year":2023,"lang":"en","type":"article","venue":"The British Journal of Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Psychology","score_opus":0.5965143057568536,"score_gpt":0.6250048835144504,"score_spread":0.02849057775759678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376620937","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":[0.072699115,0.0011370989,0.0002716357,0.5831559,0.0017962265,0.00045317158,0.000034025037,0.000121811674,0.34033108],"genre_scores_gemma":[0.9047182,0.0032759153,0.00086203875,0.0008698773,0.006262581,0.000015485914,0.0000036350107,0.00004899376,0.08394323],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9845834,0.01146908,0.00029158487,0.00011183831,0.0029337744,0.00061033794],"domain_scores_gemma":[0.99290043,0.005077247,0.00013649299,0.000080904036,0.0016237238,0.00018122881],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07696024,0.00006287787,0.00018062007,0.00015490389,0.010930359,0.0007243204,0.0005783979,0.00014708094,0.00024899092],"category_scores_gemma":[0.020895531,0.00005579681,0.00019366598,0.0032914074,0.0018446622,0.00013552676,0.00006482129,0.002152364,0.00016597542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109173605,0.00007475072,0.000049047,0.0000065117483,0.00008250142,0.00018618706,0.10855702,0.000009239369,0.000046480483,0.12548226,0.70058596,0.06481087],"study_design_scores_gemma":[0.0001739007,0.00010426914,0.0056393286,0.00016954805,0.000007082616,0.000008794848,0.10465243,2.7728592e-7,0.0000057748794,0.14263494,0.7465257,0.00007793223],"about_ca_topic_score_codex":0.0011102909,"about_ca_topic_score_gemma":0.0014279772,"teacher_disagreement_score":0.83201915,"about_ca_system_score_codex":0.00024099399,"about_ca_system_score_gemma":0.0006128533,"threshold_uncertainty_score":0.9903573},"labels":[],"label_agreement":null},{"id":"W4376623387","doi":"10.1007/978-3-031-27238-7_12","title":"Reflections on an Intentionally Utopian Ethnographic Project","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Storytelling; Task (project management); Ethnography; Sociology; Epistemology; Engineering ethics; Aesthetics; Engineering; Art; Philosophy; Narrative; Literature; Anthropology; Systems engineering","score_opus":0.6871403071280666,"score_gpt":0.6456609886285122,"score_spread":0.04147931849955444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376623387","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":[0.000004364382,0.000016413831,0.0006915081,0.0064503625,0.00044368475,0.00042094968,0.000038839567,0.0003291039,0.99160475],"genre_scores_gemma":[0.000036655736,0.0012316799,0.0040265,0.00043268004,0.0005187132,0.000038104914,0.000049889877,0.000047122183,0.99361867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967502,0.0010454347,0.00025274328,0.0004278355,0.001160149,0.0003636657],"domain_scores_gemma":[0.99770486,0.0012398191,0.00009505392,0.0002655994,0.00051381753,0.0001808416],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0073639927,0.00018292243,0.00022545429,0.0006842017,0.0009997701,0.00014633396,0.00033830438,0.00056345604,0.0011112314],"category_scores_gemma":[0.0012073348,0.00016026423,0.00024218099,0.00026840993,0.0012329626,0.00012886383,0.000054765842,0.001236168,0.0004982208],"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":[0.000009435263,0.000017689412,9.498353e-7,0.00001685065,0.00005219914,0.000005729931,0.0073191733,2.2150562e-7,0.000004823388,0.97907346,0.002813006,0.010686436],"study_design_scores_gemma":[0.00003324601,0.00015454876,0.000011161853,0.00007907383,0.0000073315223,1.3338962e-7,0.003616392,0.0000015921204,5.617061e-7,0.4651797,0.53078276,0.00013352661],"about_ca_topic_score_codex":0.0044226986,"about_ca_topic_score_gemma":0.057441946,"teacher_disagreement_score":0.5279697,"about_ca_system_score_codex":0.00012263127,"about_ca_system_score_gemma":0.0008732078,"threshold_uncertainty_score":0.9998019},"labels":[],"label_agreement":null},{"id":"W4376867802","doi":"10.32920/22904729","title":"Collective Trauma as a Personal/Social Concern for Persons within Marginalized Communities","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Toronto Metropolitan University; McMaster University; York University","funders":"Harvard University","keywords":"Lesbian; Prejudice (legal term); Transgender; Openness to experience; Queer; Identity (music); Transsexual; Sociology; Criminology; Resistance (ecology); Social psychology; Gender studies; Psychology","score_opus":0.6605989899915461,"score_gpt":0.5911630240811796,"score_spread":0.06943596591036649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376867802","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":[0.08119591,0.00077177526,0.037233543,0.24052545,0.004071299,0.011907371,0.004344724,0.0019183859,0.6180315],"genre_scores_gemma":[0.17559221,0.00042756382,0.035504013,0.0012391865,0.0018046532,0.0030726204,0.00027250845,0.00018408858,0.78190315],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98946863,0.007708277,0.00038580855,0.000440006,0.0012248735,0.0007723924],"domain_scores_gemma":[0.98867464,0.009584968,0.00026739287,0.00020659305,0.001031516,0.00023486587],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.015005825,0.00032252807,0.00072119955,0.00023992498,0.0036828248,0.0005107142,0.00081090804,0.0007790097,0.0009843616],"category_scores_gemma":[0.0039575836,0.0002775747,0.00053386524,0.00043683234,0.0034813362,0.000106333544,0.00045642562,0.0018039626,0.000058400536],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027768555,0.000046116278,0.000039442093,0.00023199966,0.000287562,0.000003715284,0.8209361,0.0000032421488,0.0000040326345,0.16302855,0.013971645,0.0011699108],"study_design_scores_gemma":[0.0005726006,0.00016116363,0.000072283256,0.00012577824,0.00005225196,2.9709435e-7,0.6855687,0.0006347319,0.000017907376,0.2731103,0.0393292,0.0003547949],"about_ca_topic_score_codex":0.077698484,"about_ca_topic_score_gemma":0.064188264,"teacher_disagreement_score":0.23928627,"about_ca_system_score_codex":0.0012142677,"about_ca_system_score_gemma":0.007065459,"threshold_uncertainty_score":0.99996763},"labels":[],"label_agreement":null},{"id":"W4376868338","doi":"10.32920/22904729.v1","title":"Collective Trauma as a Personal/Social Concern for Persons within Marginalized Communities","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Toronto Metropolitan University; McMaster University; York University","funders":"Harvard University","keywords":"Lesbian; Transgender; Prejudice (legal term); Openness to experience; Queer; Identity (music); Transsexual; Sociology; Resistance (ecology); Gender studies; Criminology; Social psychology; Social identity theory; Psychology; Social group","score_opus":0.6605989899915461,"score_gpt":0.5911630240811796,"score_spread":0.06943596591036649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376868338","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":[0.08119591,0.00077177526,0.037233543,0.24052545,0.004071299,0.011907371,0.004344724,0.0019183859,0.6180315],"genre_scores_gemma":[0.17559221,0.00042756382,0.035504013,0.0012391865,0.0018046532,0.0030726204,0.00027250845,0.00018408858,0.78190315],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98946863,0.007708277,0.00038580855,0.000440006,0.0012248735,0.0007723924],"domain_scores_gemma":[0.98867464,0.009584968,0.00026739287,0.00020659305,0.001031516,0.00023486587],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.015005825,0.00032252807,0.00072119955,0.00023992498,0.0036828248,0.0005107142,0.00081090804,0.0007790097,0.0009843616],"category_scores_gemma":[0.0039575836,0.0002775747,0.00053386524,0.00043683234,0.0034813362,0.000106333544,0.00045642562,0.0018039626,0.000058400536],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027768555,0.000046116278,0.000039442093,0.00023199966,0.000287562,0.000003715284,0.8209361,0.0000032421488,0.0000040326345,0.16302855,0.013971645,0.0011699108],"study_design_scores_gemma":[0.0005726006,0.00016116363,0.000072283256,0.00012577824,0.00005225196,2.9709435e-7,0.6855687,0.0006347319,0.000017907376,0.2731103,0.0393292,0.0003547949],"about_ca_topic_score_codex":0.077698484,"about_ca_topic_score_gemma":0.064188264,"teacher_disagreement_score":0.23928627,"about_ca_system_score_codex":0.0012142677,"about_ca_system_score_gemma":0.007065459,"threshold_uncertainty_score":0.99996763},"labels":[],"label_agreement":null},{"id":"W4377723729","doi":"10.1007/978-3-031-25259-4_12","title":"When I Facilitate, What Do I Make? Revisiting Research Facilitation as Intervention, Opportunity, and Solidarity-Building","year":2023,"lang":"en","type":"book-chapter","venue":"Social visualities","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 New Brunswick","funders":"","keywords":"Solidarity; Facilitation; Intervention (counseling); Sociology; Political science; Public relations; Psychology; Law","score_opus":0.5770447041208907,"score_gpt":0.5892992686681099,"score_spread":0.012254564547219182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377723729","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":[0.0059130434,0.0107308775,0.00071268727,0.045485787,0.0016152734,0.002540071,0.00075491535,0.0007507831,0.93149656],"genre_scores_gemma":[0.005016912,0.019031364,0.00055368117,0.00019600728,0.001882527,0.000100814636,0.00016059744,0.00012298499,0.97293514],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9859143,0.008116472,0.00093719264,0.00082002475,0.0031019112,0.0011101089],"domain_scores_gemma":[0.9887155,0.008047371,0.0003431183,0.00025162942,0.002187999,0.00045438198],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.051440038,0.00040333415,0.00075852714,0.00071965065,0.004401974,0.0023890317,0.0005047835,0.000995434,0.0010486805],"category_scores_gemma":[0.013895296,0.0004589762,0.0003882674,0.00023945126,0.005403441,0.001008043,0.00066519843,0.0022467305,0.0002398771],"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":[0.000020735375,0.000008451188,0.000005237276,0.0006689754,0.000093242386,0.000013720422,0.21951842,3.607802e-8,0.000007497361,0.68704444,0.001588031,0.0910312],"study_design_scores_gemma":[0.00010315223,0.00007410213,0.0000075609405,0.0010138844,0.000015598622,3.9455367e-7,0.2782196,9.164042e-7,0.0000026130617,0.5224651,0.19784836,0.00024867788],"about_ca_topic_score_codex":0.004842712,"about_ca_topic_score_gemma":0.0015277939,"teacher_disagreement_score":0.19626033,"about_ca_system_score_codex":0.00057062664,"about_ca_system_score_gemma":0.0011184339,"threshold_uncertainty_score":0.9998645},"labels":[],"label_agreement":null},{"id":"W4377990859","doi":"10.22316/poc/08.1.01","title":"Front Matter with Editor's Introduction","year":2023,"lang":"en","type":"paratext","venue":"Philosophy of Coaching An International Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Front (military); Physics; Meteorology","score_opus":0.12586314297142334,"score_gpt":0.485785729254445,"score_spread":0.35992258628302165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377990859","genre_codex":"other","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":[0.0017214674,0.00048344865,0.032623917,0.30202994,0.12355268,0.00044936533,0.0004670802,0.000088199915,0.53858393],"genre_scores_gemma":[0.023580983,0.00545975,0.0235057,0.0014426559,0.80848247,0.000040465504,0.00053622946,0.00023753034,0.13671419],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935955,0.0026061372,0.00049665157,0.00031853296,0.0026496944,0.00033347576],"domain_scores_gemma":[0.99660236,0.00064658007,0.0006638166,0.00018713316,0.0016555631,0.00024454008],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006670521,0.00020738012,0.00035926115,0.00056467234,0.00057593035,0.00042171843,0.0010648394,0.0002622018,0.0048435624],"category_scores_gemma":[0.00080134417,0.00017395975,0.00017068404,0.00013133907,0.0008018925,0.0007109693,0.00007907837,0.0019341323,0.0027262287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028392117,0.00012368475,0.00009256721,0.000056174784,0.0005192076,0.000017376644,0.011845434,0.0004149819,0.000025758727,0.012964529,0.97134227,0.0023141196],"study_design_scores_gemma":[0.00034919693,0.00026551436,0.00017987395,0.0005320118,0.00003548144,0.000023597555,0.0022851657,0.000042287018,0.000022567732,0.07258828,0.92335105,0.00032497404],"about_ca_topic_score_codex":0.0010343844,"about_ca_topic_score_gemma":0.00009140205,"teacher_disagreement_score":0.6849298,"about_ca_system_score_codex":0.00033713385,"about_ca_system_score_gemma":0.0006153115,"threshold_uncertainty_score":0.9980503},"labels":[],"label_agreement":null},{"id":"W4379161567","doi":"10.1177/10778004231176282","title":"The Art of Data Analysis: Disturbing Knowledge and Performing Critical Inquiry","year":2023,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Arts Research Board, McMaster University","keywords":"Embodied cognition; Sociology; Politics; Social justice; White (mutation); Immigration; Epistemology; Aesthetics; Social science; Political science; Art; Law","score_opus":0.6592984411985436,"score_gpt":0.6766623359949537,"score_spread":0.017363894796410095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379161567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57695055,0.018607024,0.24056888,0.1039143,0.0037326864,0.0018578854,0.00064007426,0.00066343736,0.053065196],"genre_scores_gemma":[0.98549193,0.002156219,0.009161153,0.000089693385,0.00066602795,0.00004521279,0.00008665897,0.000023620649,0.0022795054],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9868034,0.010879757,0.00049181335,0.00044936698,0.00079939613,0.0005762578],"domain_scores_gemma":[0.9523993,0.046252355,0.00011912111,0.0005368958,0.000494117,0.00019822265],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.052793827,0.00013221423,0.00035268045,0.00025692084,0.0015484144,0.00010283356,0.00070742844,0.000117352734,0.000037545284],"category_scores_gemma":[0.032526337,0.00009614118,0.000099898614,0.0023555278,0.009193594,0.00061346305,0.0005744984,0.00040936988,0.00006789028],"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":[0.000017394355,0.000022480306,0.00033548125,0.00006486849,0.00019637214,0.0000018866933,0.644377,0.0000010815662,0.000038008813,0.3418488,0.0033353285,0.009761325],"study_design_scores_gemma":[0.00010810055,0.00006198553,0.0026726553,0.00006229227,0.000107632884,1.450315e-7,0.8822213,0.0009537445,0.000020078194,0.076365136,0.03727247,0.00015448198],"about_ca_topic_score_codex":0.00025294765,"about_ca_topic_score_gemma":0.0006622347,"teacher_disagreement_score":0.40854138,"about_ca_system_score_codex":0.000052598556,"about_ca_system_score_gemma":0.00030538393,"threshold_uncertainty_score":0.99975145},"labels":[],"label_agreement":null},{"id":"W4379404455","doi":"10.1007/978-3-031-33317-0_2","title":"The Indigo Project, Methodology","year":2023,"lang":"en","type":"book-chapter","venue":"International perspectives on aging","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Participatory action research; Action research; Resource (disambiguation); Narrative; Citizen journalism; Action (physics); Sociology; Engineering ethics; Psychology; Engineering; Pedagogy; Computer science; World Wide Web; Art","score_opus":0.519100102433688,"score_gpt":0.5958716638380782,"score_spread":0.07677156140439023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379404455","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":[0.00000966283,0.0003589423,0.0011542791,0.041098073,0.0013214456,0.00030759707,0.000041518433,0.00012557804,0.9555829],"genre_scores_gemma":[0.00048561706,0.00752288,0.0029111276,0.00023067293,0.0017147049,0.000035599543,0.000010078532,0.000055851193,0.9870335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962544,0.0013870444,0.00024761184,0.00045804755,0.0012928897,0.00036004564],"domain_scores_gemma":[0.9867031,0.0121735735,0.00020677951,0.00020398799,0.00064131746,0.00007122767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010245896,0.00018867824,0.00021385243,0.0003654914,0.001024108,0.0002624013,0.0008105639,0.00023985846,0.0002450895],"category_scores_gemma":[0.0077096717,0.00014397422,0.00020474441,0.00008705551,0.0017048961,0.00009523926,0.00016141025,0.0012400241,0.00035905192],"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":[0.000024991421,0.00000694595,0.0000034148336,0.0000036181286,0.00020075013,0.000016539077,0.06750508,0.0000016681784,0.0000035133808,0.9149881,0.0031626218,0.014082752],"study_design_scores_gemma":[0.000056947167,0.000025652718,0.00002046751,0.00007359569,0.000005649796,6.2094944e-7,0.05047776,0.000008758606,0.000002382579,0.43074295,0.5184686,0.00011658903],"about_ca_topic_score_codex":0.00086902874,"about_ca_topic_score_gemma":0.0012580681,"teacher_disagreement_score":0.515306,"about_ca_system_score_codex":0.00065895217,"about_ca_system_score_gemma":0.000559219,"threshold_uncertainty_score":0.9229754},"labels":[],"label_agreement":null},{"id":"W4379930065","doi":"10.7202/1100246ar","title":"Tisser des relations : dialogue autour de la pratique de la filature 1","year":2023,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Sociology","score_opus":0.4732751533850122,"score_gpt":0.6165147071988423,"score_spread":0.14323955381383008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379930065","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20565495,0.023384,0.15622534,0.2935334,0.0008867822,0.0011342135,0.0004108308,0.00086826854,0.3179022],"genre_scores_gemma":[0.09135939,0.021951618,0.60773474,0.00079609535,0.0011599805,0.00021569434,0.00005079377,0.00013895781,0.27659273],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.804622,0.19279124,0.0005161339,0.00041964572,0.00061728334,0.0010337151],"domain_scores_gemma":[0.81401134,0.18468055,0.00022151471,0.00022244375,0.0004108215,0.00045332388],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.13873178,0.0003152285,0.00044675087,0.00025260277,0.0008216092,0.00033440808,0.00048165026,0.0018188739,0.00039347738],"category_scores_gemma":[0.146108,0.00030857103,0.0002719858,0.0025920845,0.007979175,0.00072470354,0.000110396526,0.0029187577,0.0004898543],"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":[0.00002078414,0.00009639933,0.00060277886,0.00018066379,0.00010883308,0.0000390692,0.5149679,0.00006793239,0.0008917714,0.4528637,0.0148155475,0.015344623],"study_design_scores_gemma":[0.0001970219,0.00012034179,0.015989421,0.00036526742,0.000036486534,0.0000046881505,0.1485446,0.0003041408,0.00021636326,0.68262106,0.15131652,0.00028411738],"about_ca_topic_score_codex":0.003852061,"about_ca_topic_score_gemma":0.0008402798,"teacher_disagreement_score":0.4515094,"about_ca_system_score_codex":0.0017442657,"about_ca_system_score_gemma":0.004917589,"threshold_uncertainty_score":0.99993664},"labels":[],"label_agreement":null},{"id":"W4380052786","doi":"10.21428/f1f23564.760119d3","title":"Constellations of Community, Care, and Knowledge:A Collection of Vignettes from Pandemic Times","year":2023,"lang":"en","type":"article","venue":"IDEAH","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Constellation; Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Astronomy; Physics","score_opus":0.2652713459967849,"score_gpt":0.5417458043502297,"score_spread":0.27647445835344475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380052786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9134678,0.0011369241,0.00029885027,0.00053947704,0.000074370975,0.00013340212,0.00005534228,0.000039656832,0.084254175],"genre_scores_gemma":[0.9973677,0.0010377463,0.0008561389,0.000008596095,0.000027439151,0.0000030770948,0.00000909934,0.0000033807798,0.00068682805],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99718827,0.0023681428,0.00013493316,0.00004730265,0.00016380048,0.00009755481],"domain_scores_gemma":[0.99263567,0.006942158,0.000054655284,0.0000755702,0.0002525742,0.000039388753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002585441,0.00003410551,0.00012014462,0.00009159225,0.00040081868,0.000011004704,0.00008501114,0.000066910296,0.00007200024],"category_scores_gemma":[0.0017535075,0.000033084463,0.000026637641,0.0005060081,0.00095803704,0.00004393522,0.00006109614,0.0001581709,0.000008084705],"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":[0.00002053821,0.000051561103,0.10420048,0.00017483954,0.00007561758,2.9770763e-7,0.7275106,0.000011749526,0.008123606,0.094789654,0.0073184627,0.057722628],"study_design_scores_gemma":[0.0005489982,0.00023739302,0.100087434,0.00018778078,0.00003765286,1.6851409e-7,0.48311043,0.00023720428,0.003959579,0.39118877,0.020231422,0.00017315654],"about_ca_topic_score_codex":0.019240847,"about_ca_topic_score_gemma":0.0077875694,"teacher_disagreement_score":0.29639912,"about_ca_system_score_codex":0.000022941724,"about_ca_system_score_gemma":0.00021790787,"threshold_uncertainty_score":0.9872901},"labels":[],"label_agreement":null},{"id":"W4380227811","doi":"10.1515/9780773592001-025","title":"Research, Policy, and Action: Working for Justice through Integrated Research (Research in Women’s Health Conference, Ottawa; Dr Franklin’s keynote recorded at Massey College, University of Toronto, 1999)","year":2014,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Economic Justice; Action (physics); Action research; Sociology; Library science; Political science; Media studies; Law; Pedagogy; Computer science","score_opus":0.3550256050816813,"score_gpt":0.48583250659050614,"score_spread":0.13080690150882485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380227811","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":[0.00009947768,0.00006802003,0.0007101444,0.0068975305,0.00020834118,0.0027549404,0.0010329181,0.000081166545,0.98814744],"genre_scores_gemma":[0.00901809,0.017853454,0.0035882685,0.00008727723,0.00033296423,0.000014509387,0.000047215563,0.000085293024,0.9689729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97658145,0.016043864,0.00057458034,0.001332513,0.0031259663,0.0023416148],"domain_scores_gemma":[0.97887725,0.014187844,0.00041081884,0.00074623345,0.0049146116,0.0008632255],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.039525174,0.00044506177,0.001138812,0.001229906,0.0060615963,0.00011818022,0.0014928378,0.001350804,0.0002230618],"category_scores_gemma":[0.002204589,0.0005287619,0.00019704338,0.0003789972,0.0067739943,0.00034217423,0.0015908451,0.0039935163,0.000008023667],"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":[0.0018872774,0.000052783165,0.0000050122585,0.00088958046,0.00014141298,0.00005034458,0.020852303,0.0000026995538,0.000010556356,0.9526264,0.014039113,0.009442491],"study_design_scores_gemma":[0.0013980357,0.00062442105,0.000016310425,0.0011415023,0.000024448755,5.376146e-7,0.06059846,0.000039551764,0.000021002537,0.03884114,0.896904,0.0003906064],"about_ca_topic_score_codex":0.41585362,"about_ca_topic_score_gemma":0.024709944,"teacher_disagreement_score":0.9137853,"about_ca_system_score_codex":0.013026327,"about_ca_system_score_gemma":0.0043768883,"threshold_uncertainty_score":0.99994564},"labels":[],"label_agreement":null},{"id":"W4380486373","doi":"10.1108/qrj-03-2023-0049","title":"“Exploring unchartered territories”: fieldwork experiences from researching street traders","year":2023,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Originality; Qualitative research; Flexibility (engineering); Sociology; Adaptability; Empirical research; Focus group; Photovoice; Creativity; Public relations; Value (mathematics); Marketing; Psychology; Social science; Management; Social psychology; Business; Political science; Economic growth","score_opus":0.8840568390982632,"score_gpt":0.6970881574156167,"score_spread":0.18696868168264646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380486373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93251497,0.00050959876,0.002247064,0.05397873,0.0012656086,0.00049392896,0.00008563437,0.00019267587,0.008711777],"genre_scores_gemma":[0.98367226,0.005096077,0.005621022,0.000076469885,0.003482563,0.00031964458,0.000023815976,0.000048246227,0.0016599118],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9382155,0.052131563,0.000683031,0.0005673697,0.00613828,0.0022642908],"domain_scores_gemma":[0.956246,0.040594254,0.00015052444,0.00033745958,0.0014887855,0.0011829402],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.10951815,0.00022371198,0.00040850416,0.0011212898,0.0058573415,0.0011689189,0.0013184006,0.00019094434,0.00080369745],"category_scores_gemma":[0.045011267,0.00019612916,0.00022258057,0.003439781,0.0043801907,0.001875619,0.00026968197,0.003989088,0.0002168136],"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":[0.000095252384,0.000045022323,0.00025544837,0.000021425734,0.00008965982,0.00013882144,0.92618954,0.000004347159,0.0004149376,0.04588589,0.007982012,0.018877633],"study_design_scores_gemma":[0.00029620234,0.00024569925,0.00052043895,0.00021011602,0.0000025763882,7.668577e-7,0.824568,0.000040971438,0.0002555697,0.1379542,0.035705794,0.00019968103],"about_ca_topic_score_codex":0.013139461,"about_ca_topic_score_gemma":0.0027622103,"teacher_disagreement_score":0.10162157,"about_ca_system_score_codex":0.0005042385,"about_ca_system_score_gemma":0.0015635341,"threshold_uncertainty_score":0.999868},"labels":[],"label_agreement":null},{"id":"W4380609532","doi":"10.1177/17470161231180829","title":"Who owns your consent? How REBs give away participants’ agency","year":2023,"lang":"en","type":"article","venue":"Research Ethics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Agency (philosophy); Autonomy; Informed consent; Context (archaeology); Permission; Public relations; Qualitative research; Psychology; Law; Sociology; Medicine; Political science; Alternative medicine","score_opus":0.9205153017155312,"score_gpt":0.719668062793361,"score_spread":0.20084723892217016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380609532","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":[0.07239871,0.0011626852,0.0017966992,0.8399414,0.0012240235,0.001634374,0.00013903761,0.00069496955,0.08100814],"genre_scores_gemma":[0.5737371,0.12586528,0.0040149423,0.0006013093,0.0019183524,0.00043907514,0.000031744057,0.0001524973,0.2932397],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.95423055,0.034893624,0.00039459593,0.00068922,0.0063363086,0.0034556766],"domain_scores_gemma":[0.92981464,0.06511418,0.00009523011,0.00059928774,0.0031328152,0.001243863],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.16306685,0.00018670833,0.00033412856,0.0004924593,0.006009057,0.00092243124,0.0010068138,0.0008022653,0.00018377058],"category_scores_gemma":[0.22162054,0.00017115661,0.00016701655,0.003487574,0.0075499993,0.00036595477,0.00051775714,0.0059769563,0.0013636294],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007205247,0.000065790715,0.0005405033,0.00022779283,0.00008405841,0.00018622499,0.30439118,0.0000043379296,0.002837265,0.6052421,0.074735776,0.01161295],"study_design_scores_gemma":[0.00028475234,0.00020311009,0.0011614846,0.00019000878,0.000005904114,3.655693e-7,0.16002294,0.0002813692,0.0010422288,0.24734136,0.58917683,0.00028963565],"about_ca_topic_score_codex":0.0034791834,"about_ca_topic_score_gemma":0.0085488465,"teacher_disagreement_score":0.83934003,"about_ca_system_score_codex":0.00039915642,"about_ca_system_score_gemma":0.007188479,"threshold_uncertainty_score":0.9994139},"labels":[],"label_agreement":null},{"id":"W4380790229","doi":"10.1177/02697580231179489","title":"Lessons from insiders: Embracing subjectivity as objectivity in victimology","year":2023,"lang":"en","type":"article","venue":"International Review of Victimology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"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","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Subjectivity; Victimology; Objectivity (philosophy); Poison control; Criminology; Human factors and ergonomics; Political science; Sociology; Psychology; Child abuse; Medical emergency; Medicine; Epistemology; Philosophy","score_opus":0.17361055108705256,"score_gpt":0.5775176517065561,"score_spread":0.4039071006195035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380790229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5680773,0.007970884,0.002565426,0.21014698,0.002457925,0.00089060306,0.00010621406,0.00017827806,0.20760635],"genre_scores_gemma":[0.952123,0.04412818,0.0013498716,0.0017021678,0.00021043015,0.00006980361,0.000030842122,0.0000146506345,0.0003710577],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9934445,0.004694819,0.00047494707,0.00037764438,0.00062730594,0.0003807536],"domain_scores_gemma":[0.99121815,0.007840286,0.00023544738,0.00020140565,0.00041307762,0.00009165323],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009649923,0.0001220751,0.0004716303,0.0003385958,0.00013669707,0.000017540295,0.00046876993,0.0001965531,0.0009904071],"category_scores_gemma":[0.02693704,0.00012250626,0.0001510088,0.0008852142,0.0007046702,0.00024591477,0.0001962472,0.0005179192,0.00022252828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001550734,0.0004288849,0.05159572,0.0011196819,0.00032997792,0.00027055238,0.02802354,0.000036621263,0.0026005388,0.8089198,0.0027081259,0.10381151],"study_design_scores_gemma":[0.00072866183,0.00019545754,0.12622936,0.0038957465,0.000030048013,0.000012810629,0.0077947956,0.00019424832,0.00071527634,0.78836864,0.071434975,0.00039995785],"about_ca_topic_score_codex":0.024752097,"about_ca_topic_score_gemma":0.009720012,"teacher_disagreement_score":0.38404566,"about_ca_system_score_codex":0.00025936522,"about_ca_system_score_gemma":0.00066826225,"threshold_uncertainty_score":0.9999228},"labels":[],"label_agreement":null},{"id":"W4381664220","doi":"10.1111/anhu.12456","title":"Reading the room","year":2023,"lang":"en","type":"article","venue":"Anthropology & Humanism","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Windsor","funders":"","keywords":"Reading (process); Psychology; Psychoanalysis; Cognitive psychology; Aesthetics; Cognitive science; Visual arts; Art; Linguistics; Philosophy","score_opus":0.25698585861434314,"score_gpt":0.5727130266471999,"score_spread":0.3157271680328568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381664220","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":[0.09793258,0.00046680664,0.004501321,0.44014817,0.0029391055,0.0005677613,0.000012167069,0.0007519251,0.45268017],"genre_scores_gemma":[0.9617531,0.003122644,0.0008543905,0.0016441096,0.00094422145,0.000037231835,0.000006644952,0.000022736569,0.031614926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99653476,0.0023470058,0.00012489116,0.00017583692,0.0003165406,0.0005009634],"domain_scores_gemma":[0.99738044,0.0022397707,0.000040571755,0.00018391816,0.00008671005,0.0000685885],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0073047495,0.00006417451,0.00011259041,0.000070784365,0.0032256362,0.00005788208,0.00034504573,0.00012354755,0.0016414758],"category_scores_gemma":[0.0014953929,0.00004500563,0.000057111174,0.000374433,0.0052635614,0.00008758411,0.00009628026,0.00034983797,0.0009914832],"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":[0.0000016166067,0.000007225128,0.00020769614,0.0000026801983,0.0000138725445,0.0000133224385,0.06205116,4.099115e-7,0.00018541608,0.91651857,0.016683344,0.0043146685],"study_design_scores_gemma":[0.00006741418,0.000051152594,0.0015957155,0.0000061002484,0.0000055215064,7.50166e-7,0.118704885,0.000015480235,0.00013024443,0.36840016,0.5109441,0.00007849119],"about_ca_topic_score_codex":0.005254897,"about_ca_topic_score_gemma":0.002427072,"teacher_disagreement_score":0.8638205,"about_ca_system_score_codex":0.000043276235,"about_ca_system_score_gemma":0.00014014941,"threshold_uncertainty_score":0.9997864},"labels":[],"label_agreement":null},{"id":"W4382808142","doi":"10.1007/978-3-031-33402-3_3","title":"Human Service Professionals and IE: Interrogating Some Quandaries over “Standpoint”","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Victoria","funders":"","keywords":"Institution; Service (business); Ethnography; Public relations; Trustworthiness; Sociology; Action (physics); Order (exchange); Human services; Work (physics); Dual (grammatical number); Engineering ethics; Political science; Psychology; Business; Engineering; Law; Social science; Social psychology","score_opus":0.37135445027074565,"score_gpt":0.5729800478006568,"score_spread":0.20162559752991116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382808142","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":[0.00070050976,0.00037924424,0.000098655095,0.022852091,0.00039474494,0.00051571004,0.00008634735,0.00022577344,0.97474694],"genre_scores_gemma":[0.0007382331,0.00038254104,0.0013999633,0.0013437984,0.00050527963,0.00001722914,0.000020027654,0.00005674587,0.9955362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970101,0.0007147904,0.0003715627,0.00039928316,0.0010965017,0.00040773174],"domain_scores_gemma":[0.9968785,0.0021391462,0.00018896614,0.0001775395,0.00039696562,0.00021888915],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007972635,0.0002303777,0.00039813502,0.00015220525,0.0014866554,0.0002666266,0.0002601327,0.0005124747,0.0022199156],"category_scores_gemma":[0.0010963237,0.00018872353,0.000091144655,0.00007759883,0.0012615264,0.00028031322,0.00035153414,0.0009705385,0.0001148955],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006075218,0.0000052264177,0.0000053171775,0.00017765179,0.000046572568,0.000006664787,0.043818302,4.0653894e-8,0.00002510378,0.9507522,0.0038950269,0.0012618214],"study_design_scores_gemma":[0.00013756749,0.00003615046,0.000031955125,0.0007790519,0.0000133980775,1.8683232e-7,0.029713854,0.0000070240517,0.0000073336746,0.81718385,0.15182775,0.00026187257],"about_ca_topic_score_codex":0.0021325927,"about_ca_topic_score_gemma":0.024189375,"teacher_disagreement_score":0.14793272,"about_ca_system_score_codex":0.00010538286,"about_ca_system_score_gemma":0.0005100582,"threshold_uncertainty_score":0.99981326},"labels":[],"label_agreement":null},{"id":"W4382808239","doi":"10.1007/978-3-031-33402-3_10","title":"Going in Circles: The Hidden Work of Hospital Staff Trying to Meet the Healthcare Needs of First Nations People Through “Patient-Centered Care”","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Health care; Work (physics); Accreditation; Public relations; Ethnography; Nursing; Participant observation; Ideology; Medicine; Political science; Sociology; Medical education; Politics; Social science; Engineering; Law","score_opus":0.162387978236703,"score_gpt":0.4429366435121551,"score_spread":0.2805486652754521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382808239","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":[0.01491554,0.0024709762,0.0008664254,0.11297079,0.0013150469,0.0043315464,0.00049736403,0.00010469663,0.8625276],"genre_scores_gemma":[0.97056985,0.0022672762,0.0020974493,0.00015323338,0.00020575445,0.000112678805,0.000017384551,0.00007092264,0.024505425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9965602,0.00094902056,0.00061108154,0.00023578957,0.0012210577,0.00042281637],"domain_scores_gemma":[0.99154663,0.0069859917,0.00031061147,0.00037565207,0.00068789563,0.00009322353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002897969,0.00018512101,0.00042521083,0.00026213075,0.0008710076,0.00006271637,0.0006917228,0.00026081674,0.00007837087],"category_scores_gemma":[0.0029452385,0.00012452104,0.0002058497,0.0009380966,0.00071938476,0.00010998741,0.00027782144,0.0004973227,0.000008997613],"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":[0.00000888006,0.000013937012,0.00035039042,0.00014820835,0.000031267526,4.980749e-7,0.49413708,0.0000060929237,4.0244072e-7,0.50267756,0.00044752753,0.00217812],"study_design_scores_gemma":[0.00015838184,0.0003175909,0.0002279599,0.0016974381,0.000018334513,5.2846197e-8,0.8978479,0.0000032180562,0.000007997703,0.06644653,0.03304548,0.0002291329],"about_ca_topic_score_codex":0.014605636,"about_ca_topic_score_gemma":0.25514594,"teacher_disagreement_score":0.9556543,"about_ca_system_score_codex":0.00027934014,"about_ca_system_score_gemma":0.00059974595,"threshold_uncertainty_score":0.9919562},"labels":[],"label_agreement":null},{"id":"W4383814974","doi":"10.46743/2160-3715/2023.6021","title":"Falling into Gaps: Navigating Research Practices across Global South and Global North, a Conversation","year":2023,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Racialization; Conversation; Sociology; Context (archaeology); Qualitative research; Inequality; Power (physics); Public relations; Gender studies; Social science; Political science; History","score_opus":0.6257852648888118,"score_gpt":0.7294145614785746,"score_spread":0.10362929658976283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383814974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96062976,0.00032053693,0.0014423308,0.031751953,0.00017635268,0.0005680455,0.00006052006,0.00015037581,0.0049001463],"genre_scores_gemma":[0.9944291,0.00038134592,0.004260167,0.00009695,0.0002823069,0.00007608887,0.000028146336,0.0000124992175,0.0004333872],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9736066,0.021584928,0.00062104815,0.00059714477,0.0025874048,0.0010028769],"domain_scores_gemma":[0.9834939,0.01344638,0.0007669332,0.0003487474,0.0016672211,0.00027678037],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.121866174,0.00015963717,0.00026765527,0.000033320895,0.0032268418,0.00044102958,0.00039209466,0.00015467315,0.0000150271435],"category_scores_gemma":[0.08064372,0.00012213016,0.000081973296,0.0027288524,0.0043880697,0.00054169627,0.00033288947,0.0008816916,0.00010378745],"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":[0.0000637051,0.000016698252,0.016424725,0.0000760014,0.000072359406,0.00010545808,0.92608047,0.0000071997893,0.000030820753,0.04728758,0.00019784083,0.00963714],"study_design_scores_gemma":[0.0001430487,0.00007661459,0.008280569,0.00007668774,0.000008544983,0.000008811781,0.79668707,0.0000899218,0.000011449586,0.19113974,0.003343203,0.00013432809],"about_ca_topic_score_codex":0.030611172,"about_ca_topic_score_gemma":0.011237162,"teacher_disagreement_score":0.14385216,"about_ca_system_score_codex":0.0004954581,"about_ca_system_score_gemma":0.0009530681,"threshold_uncertainty_score":0.9983214},"labels":[],"label_agreement":null},{"id":"W4384698428","doi":"10.1007/s43545-023-00713-8","title":"Doing drug research as an intimate insider: navigating the complex ethical terrain of pre-existing friendship in drug research","year":2023,"lang":"en","type":"article","venue":"SN Social Sciences","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Insider; Friendship; Negotiation; Reflexivity; Confidentiality; Harm; Research ethics; Public relations; Sociology; Political science; Social psychology; Psychology; Engineering ethics; Law; Social science; Engineering","score_opus":0.6957254106292723,"score_gpt":0.7061804289848347,"score_spread":0.010455018355562395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384698428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.793142,0.000052026808,0.000024155514,0.07681425,0.00013216831,0.0005405323,0.000009181703,0.000081610924,0.12920403],"genre_scores_gemma":[0.99493146,0.000068423986,0.003942916,0.00016898601,0.0004928613,0.00006731701,0.00000410063,0.000016308004,0.00030763936],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94609195,0.04389829,0.00067015976,0.0007314944,0.0065385066,0.0020695908],"domain_scores_gemma":[0.9704892,0.027720025,0.00017321817,0.0002443841,0.0011383663,0.00023479632],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.31304994,0.00014618992,0.00033828148,0.0005060238,0.011107372,0.00070808205,0.0019938268,0.0002841973,0.00012406519],"category_scores_gemma":[0.03809541,0.00011187685,0.00009840557,0.010818885,0.0231451,0.0005504908,0.0008789697,0.005210225,0.000050833954],"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":[0.000016398035,0.000028977931,0.001725072,0.000039212886,0.0000038596613,0.0000071746445,0.5080491,0.00001313869,0.000829144,0.4692163,0.00074561517,0.019326065],"study_design_scores_gemma":[0.000111081165,0.00007702267,0.006165656,0.0001792184,0.000001147972,2.7951555e-7,0.51180404,0.0006364037,0.00018225743,0.47388563,0.0068264236,0.00013085188],"about_ca_topic_score_codex":0.10732619,"about_ca_topic_score_gemma":0.05918013,"teacher_disagreement_score":0.27495453,"about_ca_system_score_codex":0.00027886522,"about_ca_system_score_gemma":0.002268853,"threshold_uncertainty_score":0.9970848},"labels":[],"label_agreement":null},{"id":"W4385145676","doi":"10.1177/10778004231188048","title":"Blurry Lines: Reflections on “Insider” Research","year":2023,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":20,"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":"Autoethnography; Insider; Situated; Process (computing); Sociology; Psychology; Work (physics); Reflexivity; Epistemology; Social psychology; Public relations; Computer science; Political science; Social science","score_opus":0.9294918751736363,"score_gpt":0.7844160050587334,"score_spread":0.14507587011490286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385145676","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":[0.25246873,0.000364848,0.007570069,0.19881186,0.0032935312,0.0017363036,0.00010692513,0.0015058098,0.5341419],"genre_scores_gemma":[0.8677192,0.002979801,0.018146852,0.0032781644,0.0066545713,0.000916485,0.00008799537,0.0001687552,0.10004819],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95943874,0.036178242,0.0004056467,0.0005416218,0.0023117266,0.0011240246],"domain_scores_gemma":[0.9617862,0.036004547,0.00007893467,0.00036478712,0.0014149214,0.0003505751],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.072947726,0.00015920318,0.00026384444,0.0008949958,0.0027903735,0.00017504091,0.0004347447,0.0002568271,0.00036683332],"category_scores_gemma":[0.04852898,0.00014704271,0.00013272034,0.004626765,0.0055141975,0.00030701997,0.00013663362,0.001370531,0.0038759226],"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":[0.00002966384,0.000043906035,0.0000081751505,0.00001849563,0.000019808169,0.000010710689,0.507467,0.0000055973114,0.0002947826,0.45351705,0.036263768,0.0023211117],"study_design_scores_gemma":[0.00010853995,0.00019783055,0.0001332143,0.000052539646,0.0000016990458,1.2137512e-7,0.5190252,0.000008734118,0.00010462158,0.3041103,0.17614391,0.000113311144],"about_ca_topic_score_codex":0.0017977711,"about_ca_topic_score_gemma":0.0012530766,"teacher_disagreement_score":0.61525047,"about_ca_system_score_codex":0.00033495738,"about_ca_system_score_gemma":0.00086939975,"threshold_uncertainty_score":0.99850786},"labels":[],"label_agreement":null},{"id":"W4385278497","doi":"10.5840/envirophil20232014","title":"Thinking Like an Iceberg","year":2023,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Iceberg; Applied philosophy; Philosophy; Epistemology; Geology; Oceanography; Sea ice","score_opus":0.17933320655907228,"score_gpt":0.4631267718966252,"score_spread":0.28379356533755296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385278497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5678796,0.00035915553,0.0005982656,0.055292152,0.0010304071,0.00071915344,0.00007910298,0.0007843888,0.3732578],"genre_scores_gemma":[0.99218124,0.0005501778,0.0027821918,0.0010644573,0.00078808924,0.00002064741,0.000040143113,0.000025151148,0.0025479058],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970913,0.0012006664,0.00012491575,0.00025550736,0.00094125443,0.00038637652],"domain_scores_gemma":[0.9991666,0.00037692423,0.00003680251,0.0001899593,0.0000045368283,0.00022519508],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004089103,0.000091881586,0.000101881975,0.000083799496,0.00095149426,0.00007368023,0.00035150966,0.00009817514,0.00062512374],"category_scores_gemma":[0.00012533397,0.00009147975,0.00006375337,0.00025213155,0.000881442,0.00036189426,0.0001308366,0.0002748941,0.0015013108],"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":[0.000031160776,0.00024395938,0.006167556,0.000023839046,0.000048685735,0.00006555709,0.13257226,0.000039269467,0.004034541,0.83180887,0.0026885504,0.022275766],"study_design_scores_gemma":[0.00015680632,0.000090655696,0.005032129,0.000011912523,0.000004446337,2.9957062e-7,0.011151125,0.000049855687,0.00009180843,0.8223214,0.16089955,0.00019002303],"about_ca_topic_score_codex":0.00017168433,"about_ca_topic_score_gemma":0.00003610673,"teacher_disagreement_score":0.42430162,"about_ca_system_score_codex":0.00011137232,"about_ca_system_score_gemma":0.00003114736,"threshold_uncertainty_score":0.99927616},"labels":[],"label_agreement":null},{"id":"W4385396396","doi":"10.18733/cpi29693","title":"Affirmative Ethics in the COVID-19 Moment: Perplexities, Paradoxes, and Surprises","year":2023,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta","keywords":"Posthuman; Posthumanism; Aotearoa; The arts; Sociology; Epistemology; Coronavirus disease 2019 (COVID-19); Power (physics); Philosophy; Law; Political science; Gender studies","score_opus":0.9576873857276649,"score_gpt":0.7023438184853832,"score_spread":0.2553435672422817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385396396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71428466,0.0025919029,0.00031468604,0.2771613,0.00016554097,0.00043679064,0.00003713188,0.00010188493,0.00490611],"genre_scores_gemma":[0.94762623,0.03876611,0.0004164651,0.008171659,0.00057401584,0.000095942,0.000043269814,0.0000083273335,0.0042979773],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99387926,0.0047364715,0.00017952328,0.00023101864,0.00059065147,0.0003830638],"domain_scores_gemma":[0.9923613,0.0071609546,0.000040443112,0.00007558489,0.00010023549,0.0002614618],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010102274,0.00012033451,0.0001840425,0.00005059465,0.001239509,0.0002371778,0.00019220555,0.00020673168,0.00009842427],"category_scores_gemma":[0.006982072,0.00006050301,0.000037392936,0.00054056116,0.0038818063,0.00022306431,0.00010687842,0.00079021853,0.00001705248],"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":[0.000016254171,0.0000139673,0.00135566,0.000051264025,0.0000057572324,0.000016388596,0.67612183,0.0000020154225,0.000012561957,0.31593516,0.0048941853,0.0015749478],"study_design_scores_gemma":[0.00015624566,0.00005326947,0.0054266094,0.0000146033435,0.0000036040651,0.0000029925623,0.54929477,0.000018857732,0.000001266939,0.073548086,0.37137103,0.00010869992],"about_ca_topic_score_codex":0.0029191666,"about_ca_topic_score_gemma":0.0014026165,"teacher_disagreement_score":0.36647683,"about_ca_system_score_codex":0.00004455578,"about_ca_system_score_gemma":0.00020766792,"threshold_uncertainty_score":0.99882907},"labels":[],"label_agreement":null},{"id":"W4385397729","doi":"10.18733/cpi29699","title":"A Different Kind of Ethnography: Imaginative Practices and Creative Methodologies","year":2023,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":129,"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 Calgary","funders":"","keywords":"Ethnography; Sociology; Visual arts; Work (physics); Anthropology; Art; Engineering","score_opus":0.9602972518515885,"score_gpt":0.7303424031199702,"score_spread":0.2299548487316183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385397729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97724575,0.0015730525,0.00038987026,0.011943752,0.00009961741,0.00019833916,0.000016051607,0.00006514591,0.008468433],"genre_scores_gemma":[0.96830416,0.018879384,0.009478678,0.00014010492,0.0002747373,0.00004181139,0.000011892249,0.0000072285115,0.0028619862],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952832,0.0036539487,0.0001699235,0.00025081186,0.00036209146,0.000280064],"domain_scores_gemma":[0.9933603,0.0059724394,0.00018537641,0.000060008977,0.00027081696,0.00015110499],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.004023105,0.00011625732,0.00027389874,0.00007797139,0.00043983714,0.00008717146,0.00011618736,0.00012670718,0.00008766292],"category_scores_gemma":[0.00980688,0.00006599144,0.00006163738,0.0004035157,0.005817568,0.00033699203,0.0001491671,0.00032798247,0.0000030559831],"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":[0.00011489479,0.00004480992,0.0058133714,0.00012453778,0.0000961501,0.000009978153,0.7473421,4.421216e-7,0.0043678507,0.19085225,0.0009838609,0.050249744],"study_design_scores_gemma":[0.00022341042,0.00024583,0.09114737,0.000051713523,0.00002679725,0.0000010342725,0.7320285,0.000017621112,0.0006794203,0.15902275,0.016384149,0.00017138985],"about_ca_topic_score_codex":0.00094345084,"about_ca_topic_score_gemma":0.00010195569,"teacher_disagreement_score":0.085334,"about_ca_system_score_codex":0.000010597659,"about_ca_system_score_gemma":0.00003249123,"threshold_uncertainty_score":0.99853396},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4385417482","doi":"10.46743/2160-3715/2023.6530","title":"Engaging Students in Qualitative Research Practice and Understanding through Constructionist Perspectives: Socially Constructed Qualitative Research Pedagogies","year":2023,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","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":"Nova Southeastern University","keywords":"Qualitative research; Strict constructionism; Pedagogy; Sociology; Experiential learning; Social constructionism; Inclusion (mineral); Mathematics education; Psychology; Social science; Epistemology","score_opus":0.8685574754075471,"score_gpt":0.7902500309946616,"score_spread":0.07830744441288551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385417482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5893094,0.002401928,0.009623952,0.1915887,0.00070607685,0.0050482703,0.00016847302,0.0005936632,0.20055957],"genre_scores_gemma":[0.9787443,0.0031591516,0.012822755,0.00015147106,0.0003638872,0.0004665979,0.000023925657,0.00008571374,0.004182179],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.691977,0.29312503,0.0017257164,0.0016171322,0.009009967,0.0025451402],"domain_scores_gemma":[0.7565934,0.23498605,0.0007222909,0.0006963878,0.006666246,0.00033563553],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.43034598,0.00041130205,0.00084157113,0.0011914228,0.009058059,0.0011085126,0.0010167223,0.0003885519,0.00008955048],"category_scores_gemma":[0.23737998,0.00035013567,0.00016735583,0.0078027383,0.035481423,0.0016833596,0.00082860433,0.004702633,0.000095546966],"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":[0.00017674176,0.00007287286,0.00009895448,0.000054141008,0.0001648114,0.00015302669,0.51886946,0.000001241318,0.00007285546,0.4794056,0.0007899401,0.00014033963],"study_design_scores_gemma":[0.0004348874,0.00015359456,0.00015372907,0.00014907337,0.000012638452,0.000019451336,0.5410026,0.0000061321166,0.000014604715,0.4548988,0.0029240593,0.00023048131],"about_ca_topic_score_codex":0.02549783,"about_ca_topic_score_gemma":0.0047646947,"teacher_disagreement_score":0.38943496,"about_ca_system_score_codex":0.0029693835,"about_ca_system_score_gemma":0.0045744707,"threshold_uncertainty_score":0.9999284},"labels":[],"label_agreement":null},{"id":"W4385423441","doi":"10.1108/qrom-12-2022-2456","title":"A story-net approach to qualitative research: having tea with stories!","year":2023,"lang":"en","type":"article","venue":"Qualitative Research in Organizations and Management An International Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Victoria","funders":"","keywords":"Indigenous; Storytelling; Colonialism; Originality; Sociology; Traditional knowledge; Value (mathematics); Plot (graphics); Agency (philosophy); Narrative; Aesthetics; Qualitative research; History; Social science; Literature; Computer science; Art; Ecology; Archaeology","score_opus":0.6068120022531015,"score_gpt":0.6897746029799446,"score_spread":0.08296260072684314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385423441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34451848,0.00040424353,0.19655357,0.21570088,0.0012092565,0.005795957,0.0002575483,0.0004448904,0.23511519],"genre_scores_gemma":[0.87964517,0.0065297317,0.091874175,0.00035860957,0.0011460203,0.00049486815,0.0001484278,0.00013085961,0.019672142],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95038575,0.042549573,0.0004557871,0.0006023921,0.004883988,0.0011225222],"domain_scores_gemma":[0.9845626,0.0076984596,0.00010914823,0.0002525723,0.006705491,0.0006717406],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13229014,0.00018099097,0.00025236016,0.0038269577,0.0033562602,0.0012381716,0.0011166845,0.000112799644,0.00012463],"category_scores_gemma":[0.012276382,0.0001611854,0.000033597393,0.007900653,0.0021961383,0.0012514817,0.0005302485,0.0020506694,0.00010108242],"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":[0.00007304124,0.00015550031,0.000220003,0.000029045079,0.0000961793,0.000046180983,0.49678594,0.00006854507,0.000019322759,0.4951172,0.0046073277,0.0027817118],"study_design_scores_gemma":[0.00054545945,0.00031041182,0.0016070674,0.0001685964,0.000004177124,0.000003393646,0.8479179,0.00014604622,0.0000058233572,0.08524827,0.063845746,0.00019712049],"about_ca_topic_score_codex":0.0016258422,"about_ca_topic_score_gemma":0.0013228509,"teacher_disagreement_score":0.5351267,"about_ca_system_score_codex":0.0010360132,"about_ca_system_score_gemma":0.00072169094,"threshold_uncertainty_score":0.99979866},"labels":[],"label_agreement":null},{"id":"W4385490559","doi":"10.7202/1102401ar","title":"Critical Choice in \"Documenting\" Practice as Research","year":2023,"lang":"en","type":"article","venue":"Performance Matters","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Materiality (auditing); Sociocultural evolution; Sociology; Aesthetics; Media studies; Art; Anthropology","score_opus":0.39310357330868095,"score_gpt":0.6740271996415875,"score_spread":0.2809236263329066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385490559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5161576,0.000053711297,0.000040886716,0.36467168,0.00029020276,0.00025320353,0.0000014701465,0.00010471936,0.11842649],"genre_scores_gemma":[0.9792642,0.0014602283,0.0028257351,0.005276889,0.0004340155,0.00014143653,0.0000036550534,0.000027526765,0.010566304],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937054,0.003479591,0.00019670608,0.00024600228,0.0014059426,0.00096633926],"domain_scores_gemma":[0.9868855,0.0123932175,0.000024913194,0.00016061506,0.0003723319,0.0001634337],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03635733,0.00006806152,0.000109857356,0.00036349945,0.00083274837,0.00022786326,0.0003318669,0.000085114036,0.00036622008],"category_scores_gemma":[0.03076127,0.000067671645,0.000027699696,0.001860169,0.0012376189,0.0009717643,0.000140606,0.0008385506,0.0025422445],"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":[0.0002252559,0.00031444873,0.057186816,0.00087694294,0.00004446853,0.00018516963,0.35847595,0.000083121304,0.00092062866,0.33338606,0.13614067,0.112160444],"study_design_scores_gemma":[0.00021862015,0.00009362165,0.016299367,0.00014320436,0.0000028859151,0.0000012332538,0.06890196,0.0005584117,0.0001300121,0.009149958,0.9043291,0.00017158432],"about_ca_topic_score_codex":0.007378032,"about_ca_topic_score_gemma":0.00056726363,"teacher_disagreement_score":0.7681885,"about_ca_system_score_codex":0.00017929544,"about_ca_system_score_gemma":0.00029402034,"threshold_uncertainty_score":0.99923193},"labels":[],"label_agreement":null},{"id":"W4385491266","doi":"10.7202/1102383ar","title":"Introduction: The Performative Force of Practice-Based Research","year":2023,"lang":"en","type":"article","venue":"Performance Matters","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University; Simon Fraser University","funders":"","keywords":"Performative utterance; Sociology; Epistemology; Aesthetics; Art; Philosophy","score_opus":0.3664286924875588,"score_gpt":0.5710811133627518,"score_spread":0.20465242087519298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385491266","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":[0.21655054,0.000052029118,0.00079885754,0.75334364,0.0004295599,0.00051509077,0.000006175997,0.00008710133,0.028217008],"genre_scores_gemma":[0.9796554,0.0011661447,0.0028517498,0.0024607005,0.0012870843,0.00016707106,0.000011033152,0.00002307984,0.012377777],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938514,0.003839491,0.00021987346,0.00016292074,0.0013934874,0.00053280964],"domain_scores_gemma":[0.99328774,0.0055133626,0.00009429976,0.00026455728,0.00076418044,0.000075880045],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.04352574,0.000068896465,0.00011535247,0.00021997579,0.0017448361,0.00007542646,0.00040541173,0.0000582115,0.00049196725],"category_scores_gemma":[0.004764343,0.000047859325,0.00004866718,0.0018343606,0.0023156067,0.00054267934,0.000077714016,0.00074853754,0.00034480367],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035824586,0.00010587736,0.0018453047,0.0004936795,0.00009004313,0.0000037742946,0.4790675,0.0019961442,0.0011308084,0.055275887,0.39767575,0.06195698],"study_design_scores_gemma":[0.00019824745,0.00016770382,0.0020271474,0.000052159816,0.0000070158244,6.860899e-7,0.17310126,0.0041805995,0.0018200526,0.0014010196,0.8169331,0.00011103022],"about_ca_topic_score_codex":0.0003867505,"about_ca_topic_score_gemma":0.00003310943,"teacher_disagreement_score":0.7631048,"about_ca_system_score_codex":0.00011468216,"about_ca_system_score_gemma":0.00037683395,"threshold_uncertainty_score":0.99955475},"labels":[],"label_agreement":null},{"id":"W4385597350","doi":"10.59962/9780774865081-004","title":"The Power of Peoplehood: Reimagining Metis Relationships, Research, and Responsibilities","year":2021,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Metis; Power (physics); Sociology; Gender studies; Anthropology; Political science; Computer science","score_opus":0.22882727225871974,"score_gpt":0.39086423983456403,"score_spread":0.1620369675758443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385597350","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":[0.0017937847,0.0030301402,0.000053761592,0.0005346992,0.00008896551,0.00044270657,0.0003335153,0.000022454426,0.99369997],"genre_scores_gemma":[0.007780226,0.0058351173,0.002095767,0.0000046518603,0.000033690987,7.707829e-7,0.0000057173884,0.000019147752,0.9842249],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99406314,0.0036408037,0.00027995178,0.00038204528,0.0012793413,0.0003546935],"domain_scores_gemma":[0.9871651,0.009933449,0.00023864438,0.00037950664,0.0021182674,0.00016501204],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01287543,0.00008487579,0.0003757605,0.00008383162,0.0021036835,0.00028624752,0.0004905071,0.0003743754,0.00019668478],"category_scores_gemma":[0.003741581,0.00013880961,0.00013023074,0.00003985758,0.009424534,0.00011382097,0.0005034478,0.0014858112,8.767702e-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":[0.00008043941,0.00001881422,0.00015233672,0.00019263844,0.00020208454,0.000112316295,0.050066546,1.3371148e-7,0.000009251258,0.89904696,0.024280066,0.025838425],"study_design_scores_gemma":[0.00019820497,0.00009750064,0.00069197384,0.0007908478,0.000032457818,0.000003586654,0.057919566,0.0000011193531,0.00000172802,0.17863497,0.7614745,0.0001535397],"about_ca_topic_score_codex":0.30298683,"about_ca_topic_score_gemma":0.6026366,"teacher_disagreement_score":0.7371944,"about_ca_system_score_codex":0.00010982889,"about_ca_system_score_gemma":0.0012130757,"threshold_uncertainty_score":0.99919546},"labels":[],"label_agreement":null},{"id":"W4385745016","doi":"10.59962/9780774820875","title":"Feminist Community Research","year":2011,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Sociology; Data science; Computer science","score_opus":0.373881579280965,"score_gpt":0.4371567150437877,"score_spread":0.06327513576282273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385745016","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":[0.0003276215,0.0002554681,0.00004406645,0.000026294198,0.00011690412,0.0006003696,0.00069761806,0.000069860645,0.9978618],"genre_scores_gemma":[0.0014384344,0.000901542,0.0014449767,0.000020181824,0.00011206328,0.0000012465911,0.00002415446,0.000030253897,0.9960272],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98230654,0.014917645,0.0002359406,0.00035039883,0.0015288214,0.0006606565],"domain_scores_gemma":[0.9936792,0.0037044163,0.00022789807,0.0005851934,0.0014328947,0.00037037153],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.019988798,0.000109356566,0.00050452654,0.000103930586,0.0039922367,0.00029651588,0.001871323,0.0008553494,0.0007756144],"category_scores_gemma":[0.0011999726,0.0002738736,0.00022587526,0.000054169814,0.012203254,0.000079695266,0.0009091494,0.0042508356,0.000021314845],"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":[0.00004239307,0.0001344158,0.000036060697,0.0005090381,0.00016277029,0.0002118168,0.09570033,3.585562e-8,0.0000026523321,0.06824796,0.7772038,0.057748746],"study_design_scores_gemma":[0.00024511293,0.00013022005,0.00009548133,0.0006783143,0.000030275041,0.0000021385247,0.020355698,3.7455263e-7,7.933833e-7,0.06701653,0.9112128,0.00023227472],"about_ca_topic_score_codex":0.9299978,"about_ca_topic_score_gemma":0.8907047,"teacher_disagreement_score":0.13400902,"about_ca_system_score_codex":0.00044315043,"about_ca_system_score_gemma":0.0027959947,"threshold_uncertainty_score":0.99997133},"labels":[],"label_agreement":null},{"id":"W4386157679","doi":"10.18432/ari29707","title":"Shame and Disavowing Queer Reality","year":2023,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Shame; Queer; Feeling; Narrative; Aesthetics; Identity (music); Psychoanalysis; Psychology; Sociology; Social psychology; Queer theory; Gender studies; Art; Literature","score_opus":0.5412006574503989,"score_gpt":0.6467210014741429,"score_spread":0.105520344023744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386157679","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":[0.36192682,0.00028821643,0.0061940467,0.4900766,0.0011748739,0.00044350355,0.00007687126,0.00016528119,0.13965377],"genre_scores_gemma":[0.97603106,0.004487639,0.0017600945,0.000116172574,0.001452039,0.000035184006,0.000018319271,0.000025720401,0.016073775],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9917285,0.003898478,0.00036692916,0.0003178998,0.0028018705,0.0008863463],"domain_scores_gemma":[0.99510294,0.0032402691,0.000054498094,0.00013261585,0.0008666329,0.0006030568],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.038372748,0.00011625391,0.0001724231,0.0005997087,0.002711537,0.000612287,0.0006693276,0.000119884586,0.0008687051],"category_scores_gemma":[0.0027753378,0.00010114796,0.00012706724,0.0008951996,0.0019112055,0.0008599984,0.00023332001,0.0015922155,0.00031509035],"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":[0.00027047578,0.0001932247,0.0041240472,0.000053611035,0.00023520285,0.0005696689,0.5358805,0.00007256237,0.0013154112,0.36967677,0.060492575,0.027115932],"study_design_scores_gemma":[0.0006684132,0.00019772103,0.025644641,0.00016603486,0.000006726316,0.000046335055,0.105266884,0.0014287251,0.00003740502,0.60773873,0.25856003,0.00023834438],"about_ca_topic_score_codex":0.00015139669,"about_ca_topic_score_gemma":0.0006869896,"teacher_disagreement_score":0.6141042,"about_ca_system_score_codex":0.00023577438,"about_ca_system_score_gemma":0.0005198374,"threshold_uncertainty_score":0.9985868},"labels":[],"label_agreement":null},{"id":"W4386419969","doi":"10.1177/14687941231196382","title":"Anti-oppression as praxis in the research field: Implementing emancipatory approaches for researchers and community partners","year":2023,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Praxis; Oppression; Sociology; Transformative learning; Public relations; Pedagogy; Political science; Politics","score_opus":0.9535102794223602,"score_gpt":0.7943083438193271,"score_spread":0.15920193560303308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386419969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8780637,0.0005737645,0.00031478849,0.07620614,0.000051424428,0.0033680063,0.000044315573,0.00007303421,0.04130484],"genre_scores_gemma":[0.9923218,0.0012305225,0.0012415882,0.00012656412,0.00019251146,0.0017477478,0.000034639965,0.000037057478,0.0030675966],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.76251954,0.22768578,0.0006122256,0.00068572623,0.005308598,0.0031881414],"domain_scores_gemma":[0.75589675,0.24130236,0.00008334143,0.00064660516,0.00168351,0.00038744585],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.58693707,0.00017582031,0.00035897488,0.0013002477,0.009383323,0.0005397613,0.0014062596,0.00029615394,0.00007282501],"category_scores_gemma":[0.16193561,0.00013406907,0.0001020062,0.0049716467,0.0060017714,0.00044311018,0.00092311756,0.0057075927,0.00007030361],"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":[0.0001264643,0.00012836912,0.00066398265,0.00029890612,0.000026561345,0.000008857147,0.7056546,0.0000014224894,0.00022838796,0.2612751,0.012754201,0.018833114],"study_design_scores_gemma":[0.00034229446,0.0005079445,0.0011089887,0.000110850015,0.0000015488043,2.2703543e-7,0.7096415,0.00016444888,0.0002214747,0.23782599,0.049956262,0.00011843105],"about_ca_topic_score_codex":0.020147637,"about_ca_topic_score_gemma":0.006920908,"teacher_disagreement_score":0.42500147,"about_ca_system_score_codex":0.00030486725,"about_ca_system_score_gemma":0.0012898754,"threshold_uncertainty_score":0.9967033},"labels":[],"label_agreement":null},{"id":"W4386451793","doi":"10.1525/dcqr.2023.12.3.72","title":"Treating Voices Carefully","year":2023,"lang":"en","type":"article","venue":"Departures in Critical Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Active listening; Context (archaeology); Indigenous; Sociology; Plot (graphics); Process (computing); Computer science; History; Communication","score_opus":0.7325793136236839,"score_gpt":0.7754909773544425,"score_spread":0.04291166373075861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386451793","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":[0.32991707,0.0024117455,0.002183137,0.21231617,0.0006638053,0.001720168,0.0002098736,0.00070154446,0.4498765],"genre_scores_gemma":[0.9889313,0.0006924345,0.005261681,0.00020777904,0.00047378548,0.00033876445,0.000021266154,0.000038820202,0.004034183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9436146,0.049846973,0.0005098089,0.0006344032,0.0033185068,0.0020757308],"domain_scores_gemma":[0.8727926,0.12489922,0.000030110814,0.00029471726,0.001455372,0.0005279816],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.09928833,0.0001691245,0.00035951904,0.00097298867,0.0016047092,0.00031209496,0.0006512449,0.00030302422,0.00033969467],"category_scores_gemma":[0.20809628,0.00015481318,0.00011668242,0.0044243736,0.006934048,0.00039693128,0.0002644951,0.0018572421,0.0006723826],"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":[0.000042399977,0.000060880546,0.00030364646,0.00010676855,0.000011087154,0.00010763652,0.28295898,0.000004733316,0.00013980926,0.70727015,0.00387561,0.00511829],"study_design_scores_gemma":[0.00018720514,0.00013606154,0.00084553275,0.00011892824,0.000001911996,2.6495078e-7,0.47254017,0.00019165107,0.00011351396,0.47352347,0.052161917,0.00017936566],"about_ca_topic_score_codex":0.005417987,"about_ca_topic_score_gemma":0.006127668,"teacher_disagreement_score":0.6590142,"about_ca_system_score_codex":0.00037565717,"about_ca_system_score_gemma":0.0007532889,"threshold_uncertainty_score":0.99969506},"labels":[],"label_agreement":null},{"id":"W4386572870","doi":"10.1177/23333936231193885","title":"The Social Relations of Ethnographic Fieldwork: Access, Ethics and Research Governance","year":2023,"lang":"en","type":"article","venue":"Global Qualitative Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Ethnography; Corporate governance; Sociology; Research ethics; Engineering ethics; Political science; Public relations; Anthropology; Business; Engineering","score_opus":0.753480183025737,"score_gpt":0.757392671646567,"score_spread":0.003912488620829935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386572870","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":[0.15979803,0.0046240743,0.001071477,0.624466,0.00054093497,0.0014318959,0.00021899953,0.00016622037,0.20768239],"genre_scores_gemma":[0.9881729,0.006604664,0.0010547087,0.000055927296,0.0002988612,0.00009957072,0.000008470805,0.000019552335,0.00368538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9027538,0.087923765,0.0005384321,0.0005553854,0.006380133,0.0018485095],"domain_scores_gemma":[0.89634544,0.09878864,0.0001312085,0.00030187267,0.004173095,0.00025976938],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.22219622,0.00013070027,0.00025712763,0.0002726661,0.01440006,0.00054999016,0.001115422,0.00048630626,0.000034927994],"category_scores_gemma":[0.109491,0.00010682699,0.000109545355,0.009533359,0.025524914,0.00041348924,0.00040236037,0.0045721238,0.00005427134],"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":[0.00006390988,0.000030534797,0.00031378496,0.000033996414,0.000019444158,0.000001857154,0.34936297,8.645451e-7,0.000019799729,0.59774816,0.0283341,0.024070555],"study_design_scores_gemma":[0.000118706645,0.000078943754,0.009173798,0.00020355188,0.0000025794434,1.4039368e-7,0.3965043,0.000024458364,0.0000118348735,0.5781359,0.015669825,0.00007593526],"about_ca_topic_score_codex":0.0063986955,"about_ca_topic_score_gemma":0.0026438301,"teacher_disagreement_score":0.82837486,"about_ca_system_score_codex":0.0005686845,"about_ca_system_score_gemma":0.0019059655,"threshold_uncertainty_score":0.99772435},"labels":[],"label_agreement":null},{"id":"W4386858031","doi":"10.4324/9781003028130-9","title":"Conditions from Conakry","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Geography","score_opus":0.5167778675852326,"score_gpt":0.5879986107394065,"score_spread":0.07122074315417393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386858031","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":[0.000002443117,0.00009222478,0.00055467803,0.011658131,0.0003453813,0.00016519877,0.00056344096,0.00018389885,0.9864346],"genre_scores_gemma":[0.00005129901,0.0016898514,0.0017787926,0.00050414493,0.00052839547,0.0000096505855,0.00015471438,0.000030359493,0.9952528],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99823123,0.00039819567,0.00017203015,0.00023627351,0.00072197913,0.00024029143],"domain_scores_gemma":[0.99418306,0.005183317,0.000062366846,0.00016221104,0.00022517527,0.00018387503],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025746005,0.00011319231,0.0002129846,0.000086903114,0.00048369818,0.00007548934,0.00022361033,0.00070235634,0.02387576],"category_scores_gemma":[0.0011240738,0.00010597684,0.00012799996,0.000039147097,0.0015364554,0.000060861654,0.00006440003,0.00091106934,0.005751479],"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":[0.0000010498718,0.0000019117363,0.0000012711394,0.0000042697698,0.000046239675,0.000009942767,0.0029870858,5.053358e-8,0.0000035230141,0.9406577,0.05433986,0.0019471176],"study_design_scores_gemma":[0.000022693413,0.0000054387106,0.000010028806,0.00002906419,0.000006117089,1.2097895e-8,0.0012308947,6.7628827e-7,9.4514866e-7,0.51785827,0.48075932,0.000076523356],"about_ca_topic_score_codex":0.005274452,"about_ca_topic_score_gemma":0.0067678555,"teacher_disagreement_score":0.42641947,"about_ca_system_score_codex":0.00007246314,"about_ca_system_score_gemma":0.0005375382,"threshold_uncertainty_score":0.99502265},"labels":[],"label_agreement":null},{"id":"W4387297004","doi":"10.1177/08445621231206034","title":"Lessons Learned from Recruiting Socially Isolated Older Immigrants for a Survey-based Study in Toronto","year":2023,"lang":"en","type":"editorial","venue":"Canadian Journal of Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Sociology; Psychology; Political science","score_opus":0.682625024488511,"score_gpt":0.6690929887504876,"score_spread":0.013532035738023418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387297004","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":[0.01278043,0.003233869,0.0009895527,0.0397245,0.93456346,0.0035677785,0.0031618446,0.00004149129,0.0019370914],"genre_scores_gemma":[0.11212552,0.001263252,0.0029860616,0.00004426653,0.87812465,0.00019181019,0.00050278584,0.00047347564,0.0042881686],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9653392,0.027377203,0.0009835169,0.0005728987,0.0036226073,0.002104584],"domain_scores_gemma":[0.92402595,0.06693332,0.00044130653,0.00030613985,0.006792489,0.0015007658],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.120391436,0.0002683307,0.0009136605,0.0012292208,0.0020972686,0.00086745905,0.0014897917,0.001263162,0.00013953666],"category_scores_gemma":[0.17488313,0.00028367143,0.0002615781,0.001502129,0.0012711638,0.0002925724,0.000026969808,0.0047247605,0.000009645224],"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":true,"study_design_scores_codex":[0.00044664723,0.00018028908,0.0007242189,0.000045289216,0.000107050895,0.0002315012,0.1576812,0.0000063595407,0.000011772796,0.00015160037,0.76875556,0.07165851],"study_design_scores_gemma":[0.0049668103,0.002373135,0.0136223985,0.011616852,0.00009499641,2.482011e-7,0.72197574,0.0001582589,0.0000035754645,0.04655067,0.19765282,0.0009844855],"about_ca_topic_score_codex":0.87744015,"about_ca_topic_score_gemma":0.9910703,"teacher_disagreement_score":0.57110274,"about_ca_system_score_codex":0.012979015,"about_ca_system_score_gemma":0.07256975,"threshold_uncertainty_score":0.99996156},"labels":[],"label_agreement":null},{"id":"W4387298193","doi":"10.1177/16094069231204820","title":"A Qualitative Multi-Methods Research Protocol: Applied Research Ethics in the Middle East North Africa Region","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":5,"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":"International Development Research Centre","keywords":"Research ethics; Desk; Human research; Middle East; Qualitative research; Protocol (science); Focus group; Political science; Engineering ethics; Geography; Sociology; Social science; Medicine; Engineering; Law; Alternative medicine; Anthropology","score_opus":0.9834879255999571,"score_gpt":0.8250494106063235,"score_spread":0.1584385149936336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387298193","genre_codex":"methods","genre_gemma":"methods","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064601055,0.00032566258,0.78356755,0.14279401,0.001380152,0.029275283,0.000065775865,0.00010634101,0.036025148],"genre_scores_gemma":[0.019658476,0.00034807494,0.9611074,0.0004132759,0.0012238335,0.014472269,0.000010844398,0.00007896173,0.002686895],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.32452843,0.6582268,0.0025906027,0.00085262704,0.011814206,0.0019873243],"domain_scores_gemma":[0.7207566,0.2620872,0.0009676387,0.0005058789,0.015255642,0.00042704341],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.7006819,0.00030823133,0.0007169313,0.003267354,0.0016637724,0.0005655908,0.0036021757,0.00048598394,0.000075920565],"category_scores_gemma":[0.23677544,0.00022276821,0.00036434887,0.0076994454,0.006737368,0.0006479482,0.0005295181,0.009137431,0.00008243741],"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":[0.00055828714,0.00030468844,0.000026292988,0.00006968597,0.00013707248,0.00009796712,0.7370277,0.000022276188,0.000440475,0.23295338,0.0025069783,0.025855217],"study_design_scores_gemma":[0.0008663717,0.00028131076,0.00029325488,0.00020951881,0.000005015092,0.0000057359784,0.6245108,0.00009791627,0.00009424562,0.2652605,0.108211115,0.00016417929],"about_ca_topic_score_codex":0.0013432166,"about_ca_topic_score_gemma":0.0012160424,"teacher_disagreement_score":0.46390647,"about_ca_system_score_codex":0.0010425139,"about_ca_system_score_gemma":0.0031212613,"threshold_uncertainty_score":0.99963593},"labels":[],"label_agreement":null},{"id":"W4387300598","doi":"10.1007/978-3-031-41348-3_12","title":"For DYee… Walking in These Shoes","year":2023,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Vanier College","funders":"","keywords":"Identity (music); Queer; Visual arts; Gender studies; History; Aesthetics; Sociology; Art","score_opus":0.6924417901214309,"score_gpt":0.645634103711571,"score_spread":0.04680768640985988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387300598","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":[0.000111859816,0.0013314094,0.00011151151,0.028433034,0.00036206876,0.00197314,0.0002031136,0.00015829662,0.96731555],"genre_scores_gemma":[0.0006786408,0.015861778,0.0022994047,0.000043020893,0.0009038088,0.00035273665,0.00003419266,0.00013038941,0.97969604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99207026,0.0025665152,0.00047048458,0.0006670613,0.0026700322,0.0015556418],"domain_scores_gemma":[0.9829401,0.015035641,0.00009730793,0.00043326305,0.0011628069,0.00033092126],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04509053,0.00027855491,0.00055681105,0.0009071376,0.00092444726,0.00040765153,0.00091311696,0.0007092197,0.0005112114],"category_scores_gemma":[0.018790353,0.00025280393,0.00023088742,0.00037402284,0.004403689,0.0003951145,0.00040184835,0.0021819845,0.00023227755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001269758,0.0000129151085,0.0000114998065,0.00035073268,0.000046166053,0.00005354995,0.033930328,8.1515867e-7,0.000049423095,0.9360191,0.004487313,0.024911175],"study_design_scores_gemma":[0.00009428294,0.00011227798,0.000014442761,0.0004117782,0.0000027752994,2.3961218e-7,0.012018533,0.0000028840288,0.00003603026,0.5113622,0.47577357,0.0001709724],"about_ca_topic_score_codex":0.0023281465,"about_ca_topic_score_gemma":0.024501448,"teacher_disagreement_score":0.47128627,"about_ca_system_score_codex":0.0004623699,"about_ca_system_score_gemma":0.002212468,"threshold_uncertainty_score":0.99999243},"labels":[],"label_agreement":null},{"id":"W4387311980","doi":"10.1007/978-3-031-41348-3_2","title":"Experiments and Interventions: Re-envisioning Qualitative Research Methods in Migration","year":2023,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mainstream; Narrative; Conversation; Discipline; Sociology; Perspective (graphical); Creativity; Engineering ethics; Pedagogy; Psychology; Social science; Political science; Visual arts; Engineering; Art; Social psychology","score_opus":0.8881950245956475,"score_gpt":0.7948434650274318,"score_spread":0.09335155956821573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387311980","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":[0.00053002726,0.013977822,0.0016140288,0.040078547,0.00046819204,0.0031957207,0.00014408515,0.00020009847,0.9397915],"genre_scores_gemma":[0.0007747745,0.04945129,0.042733848,0.0000249286,0.0003769811,0.00050416455,0.000048508497,0.00014021962,0.9059453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.94277465,0.048563708,0.0010586174,0.0011570505,0.0047577405,0.0016882139],"domain_scores_gemma":[0.96675766,0.029823085,0.00017776559,0.0005362402,0.0022404024,0.00046483218],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.19618972,0.00032977475,0.0006893603,0.0025473898,0.0021868667,0.00075336173,0.00075026957,0.00080407946,0.00082812784],"category_scores_gemma":[0.042183932,0.00032293407,0.00022976572,0.0010374668,0.009147118,0.0008385609,0.0010559924,0.004611535,0.00020066039],"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":[0.0001172111,0.00003426566,0.0000065003505,0.00043236927,0.00006761785,0.00005646799,0.2763696,5.6929525e-7,0.0002453311,0.6978032,0.0030186714,0.021848181],"study_design_scores_gemma":[0.00016077055,0.00032916552,0.000025087118,0.002451087,0.0000041890307,5.811111e-7,0.27332225,0.00000806234,0.00018666626,0.5696077,0.1536642,0.00024026481],"about_ca_topic_score_codex":0.007952486,"about_ca_topic_score_gemma":0.023063214,"teacher_disagreement_score":0.15400578,"about_ca_system_score_codex":0.00082271406,"about_ca_system_score_gemma":0.0014955782,"threshold_uncertainty_score":0.9999223},"labels":[],"label_agreement":null},{"id":"W4387311998","doi":"10.1007/978-3-031-41348-3_6","title":"WIP (Work in Progress)","year":2023,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Work (physics); Immigration; Computer science; Operations research; Sociology; Engineering; Political science; Law; Mechanical engineering","score_opus":0.6279002205370338,"score_gpt":0.6313067691379366,"score_spread":0.0034065486009028367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387311998","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":[0.00007450082,0.0027149988,0.000006289431,0.043392435,0.00031585054,0.0011697371,0.000054159762,0.00018844921,0.9520836],"genre_scores_gemma":[0.0005010839,0.01764253,0.0013275635,0.000030251427,0.0008201117,0.00018705323,0.000026647474,0.00011823417,0.9793465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98930466,0.0037909152,0.00047772308,0.0007101887,0.004067295,0.0016492174],"domain_scores_gemma":[0.99290115,0.004956888,0.0001031634,0.000527849,0.0010510866,0.00045986843],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.03532333,0.00029887832,0.00055117515,0.00093057484,0.000951754,0.00043667614,0.0010052066,0.0008780178,0.0010926496],"category_scores_gemma":[0.0071532703,0.00027970498,0.0001733353,0.0008282412,0.010098959,0.0003619423,0.0005506833,0.0037725498,0.0012976797],"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":[0.00016151543,0.000019651867,0.00008766747,0.00022293876,0.000045398727,0.00027004175,0.02625956,5.0569554e-7,0.0000030526382,0.93192345,0.018400853,0.022605374],"study_design_scores_gemma":[0.00007882933,0.00009403034,0.00010120519,0.0006409504,0.000001826204,3.5462577e-7,0.005942812,3.2883662e-7,0.000008172095,0.4045222,0.58840233,0.00020695818],"about_ca_topic_score_codex":0.0013889704,"about_ca_topic_score_gemma":0.009132386,"teacher_disagreement_score":0.5700015,"about_ca_system_score_codex":0.0004900831,"about_ca_system_score_gemma":0.002696451,"threshold_uncertainty_score":0.9999655},"labels":[],"label_agreement":null},{"id":"W4387420615","doi":"10.1111/tct.13664","title":"Commentary: Imagining possibilities for JEDI in research","year":2023,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Qualitative research; Framing (construction); Consciousness; Empirical research; Media studies; Epistemology; Social science","score_opus":0.9054915524349185,"score_gpt":0.773043177480649,"score_spread":0.13244837495426953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387420615","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":[0.27566546,0.00014981754,0.00019692018,0.6956281,0.00038983393,0.0008357367,0.000011379893,0.00011456406,0.027008172],"genre_scores_gemma":[0.8807348,0.0017788974,0.008404603,0.007743355,0.0046292827,0.0005528112,0.00002267931,0.00006700247,0.09606657],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98130834,0.016707735,0.00039322444,0.00024327842,0.0006659906,0.0006814293],"domain_scores_gemma":[0.9508894,0.048520498,0.000036107478,0.00024698625,0.00018831264,0.00011869892],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19613217,0.000056423054,0.00017968708,0.00008808582,0.00070919894,0.00008390445,0.0005223011,0.0001230646,0.00014317069],"category_scores_gemma":[0.04220682,0.000037805003,0.000109422224,0.0007043043,0.0035250995,0.00009552884,0.00018742406,0.0012899542,0.0001145835],"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":[0.00017357293,0.00022217246,0.038929336,0.000038473627,0.000040843282,0.000005541685,0.2635976,0.0000021894657,0.000016327542,0.20030038,0.3824478,0.114225745],"study_design_scores_gemma":[0.00031508933,0.00009557229,0.0065258876,0.00002796374,0.0000021463027,2.2551342e-8,0.1465243,0.00025259328,0.0000024987132,0.51892495,0.32726774,0.00006126873],"about_ca_topic_score_codex":0.0042633065,"about_ca_topic_score_gemma":0.0017975114,"teacher_disagreement_score":0.68788475,"about_ca_system_score_codex":0.00008762704,"about_ca_system_score_gemma":0.00023928557,"threshold_uncertainty_score":0.99918675},"labels":[],"label_agreement":null},{"id":"W4387482779","doi":"10.1515/9780887554711-003","title":"Grounding the Canadian Museum for Human Rights in Conversation","year":2015,"lang":"en","type":"book-chapter","venue":"University of Manitoba Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Conversation; Human rights; Engineering; Sociology; History; Political science; Communication; Law","score_opus":0.4300438394430979,"score_gpt":0.4258633864292132,"score_spread":0.0041804530138847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387482779","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":[0.0001660327,0.00003786915,0.00021588022,0.0005895541,0.00013406333,0.0007106738,0.00006668759,0.000013677445,0.9980656],"genre_scores_gemma":[0.11848723,0.000036081718,0.0011502753,0.00004474923,0.000349202,0.0000021654148,0.000047724207,0.000026470863,0.8798561],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985053,0.00045674213,0.00012124973,0.00018743455,0.00046416448,0.00026508587],"domain_scores_gemma":[0.9985016,0.0005861433,0.00015287752,0.00016455745,0.00042417095,0.00017067663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036283506,0.00011044381,0.00020184397,0.00019732898,0.0012355925,0.00004447002,0.0004763984,0.0003391511,0.00003380434],"category_scores_gemma":[0.0000917628,0.00010973929,0.00008840116,0.0000093547105,0.0012977535,0.00007460947,0.000059177386,0.00039495525,0.0000034956536],"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":[0.000014957052,0.0000022404226,0.000005049984,0.00003158019,0.000029301134,0.000007960554,0.026727326,7.487193e-7,0.0000010531514,0.97089773,0.0015567819,0.00072529225],"study_design_scores_gemma":[0.00021347639,0.000026764466,0.00001599773,0.00007594823,0.000023106433,7.20953e-8,0.006326073,0.00000426566,0.000002180257,0.22739497,0.7658153,0.00010182713],"about_ca_topic_score_codex":0.944503,"about_ca_topic_score_gemma":0.99724996,"teacher_disagreement_score":0.76425856,"about_ca_system_score_codex":0.00087805145,"about_ca_system_score_gemma":0.0006438224,"threshold_uncertainty_score":0.9503303},"labels":[],"label_agreement":null},{"id":"W4387718979","doi":"10.7202/1106147ar","title":"[ Sans Titre - No Title ]Qualitative Literacy: A Guide to Evaluating Ethnographic and Interview Research, de Mario Luis Small et Jessica McCrory Calarco, Oakland, University of California Press, 2022, 230 p.","year":2023,"lang":"fr","type":"article","venue":"Politique et Sociétés","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McGill University","funders":"","keywords":"Ethnography; Literacy; Sociology; Qualitative research; Library science; Gerontology; Media studies; Humanities; Art; Anthropology; Medicine; Pedagogy; Computer science","score_opus":0.5833345557236896,"score_gpt":0.6716630592527523,"score_spread":0.08832850352906263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387718979","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":[0.04144287,0.022841146,0.007569507,0.3946112,0.0013278436,0.0023818852,0.0062251505,0.00025610172,0.5233443],"genre_scores_gemma":[0.07029758,0.3276247,0.13523014,0.0069691585,0.0013956833,0.00017223897,0.00047938686,0.00031190124,0.4575192],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9710865,0.026613068,0.0003249715,0.00039809386,0.0007483865,0.0008289862],"domain_scores_gemma":[0.9905504,0.0076528946,0.00012323743,0.00024352792,0.0010084418,0.00042148633],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.039850004,0.00017398356,0.00036099352,0.00021002562,0.00045371984,0.00008640157,0.0003726251,0.00031386234,0.004537286],"category_scores_gemma":[0.0070364233,0.00018750568,0.00016532959,0.0009356121,0.0017107914,0.00017725072,0.0004891927,0.0012309353,0.00034068534],"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":[0.000051152132,0.00011324071,0.00023030116,0.0013228499,0.00018499077,0.000039041133,0.5193222,0.000004129253,0.00027207896,0.26189584,0.17850079,0.0380634],"study_design_scores_gemma":[0.00026200086,0.00020329116,0.0004959263,0.0008883728,0.00003646799,9.242212e-7,0.0951484,0.00043254622,0.00004987132,0.13356827,0.76868254,0.00023141298],"about_ca_topic_score_codex":0.055840813,"about_ca_topic_score_gemma":0.007930263,"teacher_disagreement_score":0.5901817,"about_ca_system_score_codex":0.00027557983,"about_ca_system_score_gemma":0.0010634328,"threshold_uncertainty_score":0.9963727},"labels":[],"label_agreement":null},{"id":"W4387847026","doi":"10.1016/j.polgeo.2023.103000","title":"The in-person of fieldwork: On effectiveness, efficiency, and ethics","year":2023,"lang":"en","type":"article","venue":"Political Geography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; DePaul University","keywords":"Sociology","score_opus":0.2172430844095146,"score_gpt":0.5320941618345613,"score_spread":0.3148510774250467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387847026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8160374,0.00051424024,0.0006551527,0.068886265,0.00030384902,0.00051048846,0.000014953957,0.00008094891,0.11299667],"genre_scores_gemma":[0.9992379,0.00039201925,0.00007882731,0.00018960367,0.000039560862,0.000015259588,4.5543732e-7,0.0000037442958,0.000042616935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99532264,0.0033698194,0.00010597359,0.00013992994,0.00051100814,0.0005506295],"domain_scores_gemma":[0.9679635,0.031703785,0.000017599537,0.00009739655,0.000088621906,0.00012907371],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014411055,0.000055300472,0.00011217536,0.00014009784,0.00049574743,0.0000375921,0.00014386124,0.00013735091,0.000006721367],"category_scores_gemma":[0.010072482,0.000037781312,0.00006424478,0.0008649469,0.0024387578,0.000028468083,0.000033144075,0.0005757709,0.0000067014275],"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":[0.000016795602,0.000019175292,0.015168399,0.000039445084,0.000005511254,0.0000016686693,0.0044797314,0.0000012502684,0.000010981177,0.977741,0.000020215237,0.0024958502],"study_design_scores_gemma":[0.00022419085,0.00022027228,0.34292105,0.00013877827,0.0000048879974,1.0911903e-7,0.021674847,0.00009414192,0.00022435044,0.62950027,0.0048846067,0.00011249776],"about_ca_topic_score_codex":0.002619855,"about_ca_topic_score_gemma":0.00029145562,"teacher_disagreement_score":0.3482407,"about_ca_system_score_codex":0.0000148090785,"about_ca_system_score_gemma":0.000106761516,"threshold_uncertainty_score":0.9982661},"labels":[],"label_agreement":null},{"id":"W4387902905","doi":"10.3390/genealogy7040079","title":"Reconciling Positionality: An Indigenous Researcher’s Reflexive Account","year":2023,"lang":"en","type":"article","venue":"Genealogy","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Windsor","funders":"","keywords":"Indigenous; Reflexivity; Subjectivity; Decolonization; Sociology; Lived experience; Reflection (computer programming); Perception; Autoethnography; Gender studies; Product (mathematics); Epistemology; Political science; Social science; Psychology; Politics","score_opus":0.539900351153155,"score_gpt":0.6472903491908469,"score_spread":0.10738999803769189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387902905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9381335,0.00027296235,0.0018989467,0.023519682,0.00045270866,0.00051566755,0.00012390972,0.00034443766,0.034738187],"genre_scores_gemma":[0.9305652,0.005739143,0.033488657,0.0047088917,0.004723451,0.0003403681,0.0008704586,0.0001205915,0.019443285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9926615,0.0051877196,0.000201758,0.0003197398,0.00083696016,0.00079233653],"domain_scores_gemma":[0.997336,0.0016140225,0.000048575857,0.00023026223,0.0004710365,0.00030014158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021092009,0.00008008415,0.00015518864,0.0001902182,0.0012217092,0.00010238961,0.00037428652,0.00020809514,0.00030671016],"category_scores_gemma":[0.0023217266,0.00008126015,0.000055330296,0.00081128883,0.0008339052,0.00021384691,0.00009602182,0.0004226284,0.0006869655],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011634119,0.00010553048,0.002355747,0.00006271163,0.00009247142,0.0001450718,0.38932514,0.000068504065,0.0044973833,0.4066907,0.0042842827,0.19225611],"study_design_scores_gemma":[0.00029566512,0.0003548113,0.015697153,0.000020750163,0.0000076081596,0.000003150034,0.060965687,0.00016028948,0.000376583,0.69004196,0.23176011,0.0003162366],"about_ca_topic_score_codex":0.0086549,"about_ca_topic_score_gemma":0.009311388,"teacher_disagreement_score":0.32835945,"about_ca_system_score_codex":0.0003003217,"about_ca_system_score_gemma":0.0014223958,"threshold_uncertainty_score":0.99794656},"labels":[],"label_agreement":null},{"id":"W4387931601","doi":"10.1177/09697330231209290","title":"Fake kindness, caring and symbolic violence","year":2023,"lang":"en","type":"article","venue":"Nursing Ethics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Université de Montréal; University of Victoria","funders":"","keywords":"Kindness; Social psychology; Obedience; Psychology; Operationalization; Conceptualization; Morality; Sociology; Epistemology; Law; Political science; Computer science; Philosophy","score_opus":0.5459379574845749,"score_gpt":0.6217423931140803,"score_spread":0.07580443562950545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387931601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62108696,0.0024083962,0.00984897,0.24011435,0.0028281114,0.0006703148,0.000023913906,0.0011837134,0.121835284],"genre_scores_gemma":[0.98740256,0.006512163,0.003931778,0.0004939688,0.0003778349,0.000011896428,0.0000036692434,0.000023155124,0.0012429476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9963946,0.0019939188,0.00012694656,0.00023029454,0.00078147295,0.00047276678],"domain_scores_gemma":[0.99567014,0.0037684639,0.00003736313,0.00013158411,0.00021621241,0.00017624846],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013068066,0.00007820985,0.0001289284,0.000110198176,0.0013559484,0.00014278076,0.0001820145,0.0003254386,0.000012867955],"category_scores_gemma":[0.007932539,0.0000786244,0.00003170769,0.00067322876,0.0020815274,0.0001335009,0.0000397399,0.0012440718,0.000041525895],"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":[0.0000050462495,0.000014159752,0.0010365177,0.00006208739,0.000006406886,0.000006575455,0.27159682,0.0000055199357,0.00032359932,0.58857226,0.00042495105,0.13794604],"study_design_scores_gemma":[0.0001970931,0.00005107541,0.013433632,0.0017572967,0.000015106364,0.0000015786186,0.11465939,0.00053398515,0.000263986,0.8278536,0.040912744,0.00032050553],"about_ca_topic_score_codex":0.0015580554,"about_ca_topic_score_gemma":0.0004000557,"teacher_disagreement_score":0.36631563,"about_ca_system_score_codex":0.000090206435,"about_ca_system_score_gemma":0.0004800612,"threshold_uncertainty_score":0.99994415},"labels":[],"label_agreement":null},{"id":"W4388000118","doi":"10.1177/16094069231211249","title":"Intersectional Principles of Community Partnership and Social Justice in Qualitative Research in Migration","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Consejo Nacional de Ciencia y Tecnología; Women and Children's Health Research Institute","keywords":"Intersectionality; Reflexivity; Sociology; Agency (philosophy); Qualitative research; Public relations; Reciprocity (cultural anthropology); Gender studies; Political science; Social science","score_opus":0.9501097284939134,"score_gpt":0.8056999746598521,"score_spread":0.1444097538340613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388000118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92290735,0.00017974233,0.02297452,0.046723425,0.0006069831,0.00025201245,0.000034338365,0.000012874393,0.006308771],"genre_scores_gemma":[0.9369191,0.00040447392,0.0618278,0.00011323658,0.00030788739,0.000021053425,0.000009622914,0.00001366836,0.000383151],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8077599,0.1882546,0.0012835898,0.0001657634,0.0021202373,0.00041591615],"domain_scores_gemma":[0.93299854,0.06346423,0.00053510064,0.00007468703,0.0028340118,0.00009341205],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.28630492,0.00011486084,0.00040316625,0.0018775024,0.0003273539,0.000072603936,0.00056787115,0.00015500703,0.000030797088],"category_scores_gemma":[0.037777808,0.00010907354,0.000113924594,0.0015072669,0.0024164289,0.00050981896,0.00017554499,0.0017724229,0.0000031195325],"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":[0.00029117748,0.00011984234,0.0003202438,0.00006559319,0.00006124914,0.000009323536,0.69443613,0.000025635027,0.00088046887,0.29593593,0.00018552651,0.0076688826],"study_design_scores_gemma":[0.0005338167,0.00016101838,0.006400311,0.0001614537,0.000005931573,0.0000016504646,0.7324759,0.0001044504,0.00028011616,0.25499797,0.004800417,0.00007696313],"about_ca_topic_score_codex":0.003255737,"about_ca_topic_score_gemma":0.00456949,"teacher_disagreement_score":0.24852711,"about_ca_system_score_codex":0.00048356957,"about_ca_system_score_gemma":0.0006173754,"threshold_uncertainty_score":0.9703274},"labels":[],"label_agreement":null},{"id":"W4388014074","doi":"10.1177/10497323231198796","title":"Key Informants in Applied Qualitative Health Research","year":2023,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Occupational Cancer Research Centre; Cancer Care Ontario","funders":"Canada Research Chairs","keywords":"Key (lock); Qualitative research; Data collection; Sociology; Ethnography; Psychology; Engineering ethics; Computer science; Social science; Engineering","score_opus":0.9487897939688766,"score_gpt":0.8226552243888126,"score_spread":0.12613456958006408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388014074","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":[0.09133843,0.00295916,0.0020069557,0.66181666,0.00064374035,0.011586081,0.00046559697,0.0007768707,0.22840653],"genre_scores_gemma":[0.8905818,0.02986512,0.029036598,0.005519485,0.0013575814,0.0048402892,0.000455944,0.00033099166,0.03801221],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.585635,0.3792045,0.0033439654,0.0021379984,0.018081572,0.0115969125],"domain_scores_gemma":[0.8941564,0.09853608,0.00039164876,0.00085347454,0.0036828816,0.002379537],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.62460846,0.0003723932,0.0011561777,0.004976399,0.0065434417,0.00041012582,0.0015412638,0.00045634827,0.0003250301],"category_scores_gemma":[0.06384092,0.00036467932,0.00015136178,0.01927366,0.00860985,0.0006379704,0.00074022444,0.0069301412,0.0036379953],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00014937593,0.000115887146,0.000028157256,0.00045710342,0.000017674418,0.000008000207,0.5399561,0.000003390112,0.000014397948,0.3984928,0.037224893,0.023532229],"study_design_scores_gemma":[0.000634797,0.00063937047,0.0007940349,0.00026823467,3.1809574e-7,1.847327e-7,0.649003,0.00006391073,0.000010866003,0.21967795,0.12869199,0.00021533131],"about_ca_topic_score_codex":0.061535347,"about_ca_topic_score_gemma":0.029839842,"teacher_disagreement_score":0.79924333,"about_ca_system_score_codex":0.004252436,"about_ca_system_score_gemma":0.017336283,"threshold_uncertainty_score":0.9998805},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4388230564","doi":"10.1080/17457823.2023.2272006","title":"As if we were not friends: from (de)objectifying and (re)positioning and back","year":2023,"lang":"en","type":"article","venue":"Ethnography & Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Social Sciences and Humanities Research Council of Canada","keywords":"Friendship; Ethnography; Subjectivity; Sociology; Participant observation; Space (punctuation); Social psychology; Psychology; Epistemology; Social science; Anthropology; Philosophy; Linguistics","score_opus":0.1871311660745373,"score_gpt":0.5216286626943856,"score_spread":0.3344974966198483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388230564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9357756,0.0019129083,0.00064894353,0.03865124,0.00045117724,0.00024056186,0.000015390595,0.00009132085,0.02221289],"genre_scores_gemma":[0.9759414,0.008411155,0.013543132,0.0004810207,0.00046755973,0.000046845285,0.000026335587,0.000016624466,0.0010658795],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977366,0.001228107,0.00013789094,0.0002596506,0.0003340777,0.00030372423],"domain_scores_gemma":[0.9978438,0.001667337,0.000062064304,0.00010766982,0.00012583353,0.00019327852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037066976,0.00008548816,0.00010950377,0.0002623242,0.0010717232,0.00022230031,0.00009212198,0.00013708886,0.00020839534],"category_scores_gemma":[0.00059502467,0.00009003078,0.00005087017,0.0008845559,0.0005904789,0.00026237482,0.000030504307,0.00031437285,0.00005504068],"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":[0.000021206586,0.000054545166,0.011253894,0.000078294994,0.000060275095,0.0000011827738,0.77936953,0.0000014053522,0.0027255754,0.04621935,0.0035935785,0.15662116],"study_design_scores_gemma":[0.00018870513,0.00006906477,0.048074417,0.0002617836,0.00002938275,5.8722514e-7,0.61043406,0.0000552686,0.00061704457,0.2515175,0.088499434,0.0002527719],"about_ca_topic_score_codex":0.008792149,"about_ca_topic_score_gemma":0.00062923384,"teacher_disagreement_score":0.20529816,"about_ca_system_score_codex":0.000037258353,"about_ca_system_score_gemma":0.00044431046,"threshold_uncertainty_score":0.9978084},"labels":[],"label_agreement":null},{"id":"W4388406067","doi":"10.17953/a3.1554","title":"Indigenous Methodologies of Care and Movement","year":2023,"lang":"en","type":"article","venue":"American Indian Culture and Research Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":18,"is_retracted":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; Kinship; Colonialism; Sociology; Vision; Movement (music); Gender studies; Traditional knowledge; Environmental ethics; Anthropology; Political science; Ecology; Law; Aesthetics","score_opus":0.32059182190606994,"score_gpt":0.6110307089200852,"score_spread":0.2904388870140152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388406067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644924,0.009968775,0.00029319563,0.010709665,0.00012812523,0.00049880886,0.00003861761,0.000044761888,0.01382568],"genre_scores_gemma":[0.6701864,0.27321228,0.050735522,0.0003834821,0.00082812493,0.000036960904,0.0000074484246,0.0000309175,0.004578851],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99233174,0.0056436257,0.00017984677,0.00016264504,0.0010610214,0.0006210961],"domain_scores_gemma":[0.99683994,0.0019390194,0.00010017444,0.000082950966,0.0006710038,0.00036691403],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.016367435,0.00007408487,0.0002265397,0.00037615793,0.0016683093,0.00017479445,0.0002249328,0.00008116377,0.000021433056],"category_scores_gemma":[0.004125494,0.000051121522,0.00004806244,0.0012236179,0.0049350676,0.00012496681,0.00013903566,0.0010029327,0.0000045203897],"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":[0.000026828762,0.000008499103,0.004111557,0.00006690469,0.000048311216,0.00006037953,0.6155757,7.1381504e-7,0.0007550947,0.005683618,0.0017233089,0.37193912],"study_design_scores_gemma":[0.00013835005,0.0008763287,0.0075511234,0.00006140688,0.0000041455023,0.0000071166405,0.89321876,5.158602e-7,0.00035888056,0.035590135,0.062107876,0.00008537239],"about_ca_topic_score_codex":0.0027272678,"about_ca_topic_score_gemma":0.000577094,"teacher_disagreement_score":0.37185377,"about_ca_system_score_codex":0.0000715758,"about_ca_system_score_gemma":0.0005292837,"threshold_uncertainty_score":0.9996314},"labels":[],"label_agreement":null},{"id":"W4388647459","doi":"10.2139/ssrn.4621571","title":"“We are Not Invited”: Australian Focus Group Results on Why Ethnic Diversity is Underrepresented in Trials and How to Boost Participation","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Élisabeth Bruyère Hospital; Bruyère; University of Toronto","funders":"","keywords":"Ethnic group; Diversity (politics); Focus group; Focus (optics); Underrepresented Minority; Political science; Group (periodic table); Sociology; Medicine; Physics; Medical education; Anthropology","score_opus":0.5681837442067222,"score_gpt":0.5531687208640134,"score_spread":0.015015023342708878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388647459","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":[0.14701155,0.00086352916,0.006612222,0.84307045,0.0006028427,0.0013246648,0.00020637145,0.00007278126,0.00023558638],"genre_scores_gemma":[0.9624757,0.032526195,0.0003007284,0.000856322,0.0006849794,0.00004356034,0.000021683196,0.000036493002,0.0030543187],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98012495,0.014277455,0.00065561256,0.0007181915,0.0015780583,0.0026457207],"domain_scores_gemma":[0.9938512,0.0044009555,0.0007071375,0.00031374028,0.0002861412,0.00044082175],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07810867,0.00028567278,0.0007463533,0.0006296934,0.00096253114,0.0003562346,0.000610295,0.000614278,0.000015322481],"category_scores_gemma":[0.024059469,0.000264241,0.00024329589,0.0007988307,0.00035541004,0.00021513451,0.00078270445,0.0068911854,0.000015531697],"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":[0.008227273,0.00087269733,0.009920288,0.00038330347,0.0021369632,0.00018074346,0.49806085,0.00082219904,0.00043702393,0.20962645,0.04976187,0.21957035],"study_design_scores_gemma":[0.0016474567,0.00059584255,0.011833167,0.0006711522,0.00007918422,0.0000017989896,0.08948505,0.000052433516,0.000093073504,0.89050496,0.0045718937,0.0004640203],"about_ca_topic_score_codex":0.013949782,"about_ca_topic_score_gemma":0.22380966,"teacher_disagreement_score":0.84221417,"about_ca_system_score_codex":0.0024354733,"about_ca_system_score_gemma":0.0014352317,"threshold_uncertainty_score":0.999981},"labels":[],"label_agreement":null},{"id":"W4388961831","doi":"10.1016/j.emospa.2023.100990","title":"Navigating the emotion-embodiment-language nexus in international research: Stories from a foreign researcher and local interpreter","year":2023,"lang":"en","type":"article","venue":"Emotion, space and society","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Université de Lausanne; Social Sciences and Humanities Research Council of Canada; Queen's University","keywords":"Nexus (standard); Sociology; Embodied cognition; Interpreter; Interpretation (philosophy); Subjectivity; Power (physics); Field (mathematics); Linguistics; Psychology; Epistemology; Computer science","score_opus":0.21284912512267926,"score_gpt":0.5407786357886042,"score_spread":0.3279295106659249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388961831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9273131,0.0005008845,0.005475833,0.060374398,0.00018902631,0.000366467,0.000034997334,0.000063571766,0.005681737],"genre_scores_gemma":[0.99510974,0.0015257715,0.0013823151,0.00017949891,0.0003209752,0.000027374062,0.000023091254,0.000012319195,0.0014189084],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952102,0.0028492485,0.00017118962,0.00030144522,0.0009967209,0.00047122335],"domain_scores_gemma":[0.9963315,0.0030932776,0.00003443028,0.00013868729,0.00027098716,0.00013110746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017048111,0.00008981615,0.00012449542,0.000043334403,0.0011322026,0.0003047952,0.00023186198,0.00015038135,0.00011396877],"category_scores_gemma":[0.0025165847,0.00006930741,0.000063079286,0.00065567147,0.0023905952,0.00031891908,0.00027456373,0.0011991045,0.000013659379],"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":[0.000013923283,0.000018892206,0.006536221,0.000019221612,0.00004133732,0.000005372336,0.9218004,0.000011364105,0.00012466025,0.053011093,0.0040920093,0.014325513],"study_design_scores_gemma":[0.00025477444,0.00003607046,0.015195798,0.00014513567,0.0000023519424,3.142179e-7,0.8901124,0.006019531,0.000029383033,0.08503365,0.0030844952,0.00008607118],"about_ca_topic_score_codex":0.024278857,"about_ca_topic_score_gemma":0.0027561942,"teacher_disagreement_score":0.06779666,"about_ca_system_score_codex":0.00019001061,"about_ca_system_score_gemma":0.00015873367,"threshold_uncertainty_score":0.98221856},"labels":[],"label_agreement":null},{"id":"W4389393963","doi":"10.1080/01615440.2023.2284606","title":"Introduction to editorial","year":2023,"lang":"en","type":"article","venue":"Historical Methods A Journal of Quantitative and Interdisciplinary History","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Dillon Consulting","funders":"","keywords":"History; Political science","score_opus":0.25084793322483706,"score_gpt":0.5638975299616089,"score_spread":0.31304959673677185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389393963","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063751927,0.012632774,0.55581677,0.1801933,0.22893569,0.0005325907,0.0000075813755,0.00014967768,0.01535644],"genre_scores_gemma":[0.0013124398,0.0020380586,0.88219523,0.00034325215,0.09401472,0.000030398942,0.0000021401972,0.000060469927,0.020003293],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922663,0.0056607733,0.00062504975,0.0002715809,0.0008144303,0.0003618582],"domain_scores_gemma":[0.99436504,0.00368161,0.0003349233,0.00013775798,0.0009902403,0.0004904306],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024648448,0.00014125004,0.00046987372,0.00078682427,0.0005245496,0.00002510862,0.00028293594,0.00015775516,0.00016039197],"category_scores_gemma":[0.013117594,0.00012388935,0.0001878185,0.0007502945,0.0006441372,0.0004373159,0.00023072894,0.00072895945,0.00004976977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036182153,0.000052437827,0.00000758966,0.000024037156,0.00003905764,0.000017626027,0.09798856,0.0000041785697,0.0041407538,0.050699603,0.82295984,0.023704488],"study_design_scores_gemma":[0.0001799113,0.001332008,0.00008660385,0.000041390038,0.000022819464,0.0000046161667,0.016224172,0.000019749956,0.000030211633,0.03249477,0.949421,0.00014278993],"about_ca_topic_score_codex":0.000102388534,"about_ca_topic_score_gemma":0.000030876276,"teacher_disagreement_score":0.32637846,"about_ca_system_score_codex":0.0033472765,"about_ca_system_score_gemma":0.00047908552,"threshold_uncertainty_score":0.9951953},"labels":[],"label_agreement":null},{"id":"W4389510332","doi":"10.22316/poc/08.2.01","title":"Front Matter with Editor's Introduction","year":2023,"lang":"en","type":"paratext","venue":"Philosophy of Coaching An International Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Front (military); Physics; Meteorology","score_opus":0.12586314297142334,"score_gpt":0.485785729254445,"score_spread":0.35992258628302165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389510332","genre_codex":"other","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":[0.0017214674,0.00048344865,0.032623917,0.30202994,0.12355268,0.00044936533,0.0004670802,0.000088199915,0.53858393],"genre_scores_gemma":[0.023580983,0.00545975,0.0235057,0.0014426559,0.80848247,0.000040465504,0.00053622946,0.00023753034,0.13671419],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935955,0.0026061372,0.00049665157,0.00031853296,0.0026496944,0.00033347576],"domain_scores_gemma":[0.99660236,0.00064658007,0.0006638166,0.00018713316,0.0016555631,0.00024454008],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006670521,0.00020738012,0.00035926115,0.00056467234,0.00057593035,0.00042171843,0.0010648394,0.0002622018,0.0048435624],"category_scores_gemma":[0.00080134417,0.00017395975,0.00017068404,0.00013133907,0.0008018925,0.0007109693,0.00007907837,0.0019341323,0.0027262287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028392117,0.00012368475,0.00009256721,0.000056174784,0.0005192076,0.000017376644,0.011845434,0.0004149819,0.000025758727,0.012964529,0.97134227,0.0023141196],"study_design_scores_gemma":[0.00034919693,0.00026551436,0.00017987395,0.0005320118,0.00003548144,0.000023597555,0.0022851657,0.000042287018,0.000022567732,0.07258828,0.92335105,0.00032497404],"about_ca_topic_score_codex":0.0010343844,"about_ca_topic_score_gemma":0.00009140205,"teacher_disagreement_score":0.6849298,"about_ca_system_score_codex":0.00033713385,"about_ca_system_score_gemma":0.0006153115,"threshold_uncertainty_score":0.9980503},"labels":[],"label_agreement":null},{"id":"W4389539749","doi":"10.1111/amet.13242","title":"Ethnography and ethical life","year":2023,"lang":"en","type":"article","venue":"American Ethnologist","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Ethnography; Situated; Sociology; Reading (process); Product (mathematics); Epistemology; Aesthetics; Anthropology; Philosophy; Linguistics","score_opus":0.2657632001022782,"score_gpt":0.5662271463380677,"score_spread":0.3004639462357895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389539749","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":[0.3849231,0.0004831763,0.0023075643,0.557826,0.00023239032,0.00028815813,0.000019014758,0.0011664977,0.0527541],"genre_scores_gemma":[0.9834627,0.005057501,0.0061043804,0.0044897515,0.00013588066,0.00003381431,0.0000035546946,0.000014397828,0.0006980203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99580777,0.002694689,0.00015072997,0.00027684253,0.000498838,0.0005711057],"domain_scores_gemma":[0.99542314,0.003908065,0.00007096343,0.00017404703,0.000113740985,0.00031005216],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.008582877,0.00008883709,0.00020607073,0.00020851762,0.000703469,0.00006971975,0.00025557322,0.0002506177,0.00005498187],"category_scores_gemma":[0.016683288,0.0000787133,0.00006017899,0.0021955355,0.019170284,0.000043751454,0.0001297741,0.0011827091,0.00012314627],"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":[0.000024540337,0.000020458667,0.012096165,0.000021778962,0.00005421791,0.000025172692,0.06397338,0.000002373266,0.00019905924,0.6514846,0.023278145,0.24882011],"study_design_scores_gemma":[0.0002599756,0.00033721342,0.04221559,0.00002359439,0.000012682628,5.453635e-7,0.47054553,0.00011412468,0.000051275918,0.09593808,0.390093,0.00040838734],"about_ca_topic_score_codex":0.011704282,"about_ca_topic_score_gemma":0.0017608965,"teacher_disagreement_score":0.5985396,"about_ca_system_score_codex":0.000016931375,"about_ca_system_score_gemma":0.00020573319,"threshold_uncertainty_score":0.99487686},"labels":[],"label_agreement":null},{"id":"W4389639835","doi":"10.1080/0142159x.2023.2289852","title":"Twelve tips for how institutional ethnography (IE) is conducted in health professions education research","year":2023,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ethnography; Scholarship; Health professions; Health care; Sociology; Engineering ethics; Participant observation; Medical education; Pedagogy; Medicine; Social science; Political science","score_opus":0.6740806863091952,"score_gpt":0.6869645914364043,"score_spread":0.012883905127209161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389639835","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":[0.06756936,0.00045987868,0.002465763,0.91725606,0.00063279533,0.0012503237,0.000014967039,0.00010557008,0.010245271],"genre_scores_gemma":[0.8398664,0.0039715106,0.01173744,0.0056333556,0.0030643514,0.0027487837,0.00029668966,0.00006485756,0.13261661],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98916256,0.0074869883,0.00024023083,0.00028597136,0.0021069117,0.00071730395],"domain_scores_gemma":[0.99682343,0.0020575905,0.00004594711,0.00013868725,0.00042273666,0.00051162456],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05564176,0.00007016151,0.00016500057,0.00044798953,0.0011693246,0.000050723367,0.00031989135,0.00030427484,0.00087486627],"category_scores_gemma":[0.03040778,0.000057909645,0.00006714734,0.0023609307,0.0021071476,0.00014151033,0.00007853056,0.0014162341,0.00005338322],"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":[0.000024553863,0.0003729936,0.0062049623,0.0001844356,0.000017939556,0.000002654624,0.17208484,1.4780379e-7,0.000021689644,0.26801986,0.4634102,0.089655735],"study_design_scores_gemma":[0.00033127278,0.00006321459,0.0023198111,0.0002702186,9.244813e-7,1.9519742e-7,0.10163512,0.00035911665,0.000005660138,0.102855004,0.79207313,0.000086346685],"about_ca_topic_score_codex":0.003560671,"about_ca_topic_score_gemma":0.002141219,"teacher_disagreement_score":0.9116227,"about_ca_system_score_codex":0.00024164248,"about_ca_system_score_gemma":0.008109425,"threshold_uncertainty_score":0.99751365},"labels":[],"label_agreement":null},{"id":"W4389668826","doi":"10.1080/00933104.2023.2284131","title":"Toward becoming: social studies as indeterminate and infinite possibilities <b> <i>Toward a stranger &amp; more posthuman social studies</i> </b> , edited by B. A. Varga, T. Monreal and R. C. Christ, New York, Teachers College Press, 2023, 238 pp., $49.95 (softcover), $150.00 (hardcover), ISBN: 9780807781685","year":2023,"lang":"en","type":"article","venue":"Theory & Research in Social Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Posthuman; Sociology; Posthumanism; Philosophy; Epistemology","score_opus":0.46375308012167354,"score_gpt":0.5725269995365072,"score_spread":0.10877391941483366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389668826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8611992,0.04098513,0.000014532758,0.08514181,0.0011175653,0.0027994665,0.00083649927,0.00027310863,0.0076326807],"genre_scores_gemma":[0.82152814,0.08505452,0.0006844725,0.001698761,0.013105616,0.0014586555,0.00047928907,0.00031016752,0.07568038],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.981301,0.012615679,0.00082191336,0.0010306367,0.0024669182,0.001763829],"domain_scores_gemma":[0.99000156,0.007716097,0.0003189722,0.00024887652,0.0012444602,0.0004700476],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.029321738,0.0005046514,0.00097113283,0.0004802661,0.004361967,0.0005209059,0.0006734328,0.00071102404,0.00008994813],"category_scores_gemma":[0.008923336,0.0005155268,0.0002030406,0.0020829379,0.00858381,0.0008186649,0.0006068937,0.0021432028,0.000048446775],"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":[0.00050553697,0.0002057632,0.00018642412,0.00037103155,0.00023330799,0.000007339861,0.6111843,2.2320182e-7,0.00028289843,0.03791271,0.33653247,0.01257795],"study_design_scores_gemma":[0.00090281875,0.0001526312,0.001486474,0.00012222363,0.000041928197,0.0000010391753,0.57882255,0.0000025817078,0.000036622216,0.2929616,0.12504952,0.00041998233],"about_ca_topic_score_codex":0.010958627,"about_ca_topic_score_gemma":0.0016009683,"teacher_disagreement_score":0.2550489,"about_ca_system_score_codex":0.0012154314,"about_ca_system_score_gemma":0.003636315,"threshold_uncertainty_score":0.99972963},"labels":[],"label_agreement":null},{"id":"W4389817410","doi":"10.1080/07294360.2023.2291058","title":"Accountability, ethics and knowledge production: racialised academic staff navigating competing expectations in the social production of research with marginalised communities","year":2023,"lang":"en","type":"article","venue":"Higher Education Research & Development","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nipissing University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Accountability; Production (economics); Knowledge production; Sociology; Social production; Public relations; Engineering ethics; Political science; Knowledge management; Social science; Economics; Computer science; Law; Engineering","score_opus":0.524699147124637,"score_gpt":0.642020081948221,"score_spread":0.11732093482358397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389817410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88635874,0.0003980099,0.0000061334767,0.1071605,0.0003253624,0.0013734929,0.0000021972598,0.00005024691,0.004325344],"genre_scores_gemma":[0.9923158,0.00060539885,0.0027400653,0.000027200775,0.0005878061,0.0011050416,0.00003756346,0.000019580704,0.0025615403],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9630273,0.03198137,0.0005187509,0.0003930467,0.0032810054,0.0007985199],"domain_scores_gemma":[0.98346466,0.01143427,0.00013163553,0.00028568637,0.0045700725,0.000113670816],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.11454263,0.00012571286,0.00020041005,0.0006654687,0.006313028,0.00021571729,0.00057730754,0.00021121262,0.00006516618],"category_scores_gemma":[0.0069547277,0.00010142549,0.000022402555,0.0055683795,0.004527084,0.00038563038,0.00023421716,0.00469536,0.000020119985],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005360718,0.00024060543,0.006092479,0.0003692579,0.000014686464,4.1822688e-7,0.94501215,0.0000033819263,0.00031264118,0.03925899,0.0022780048,0.0063637514],"study_design_scores_gemma":[0.00011835831,0.000044348155,0.05479959,0.000554935,0.0000021258716,5.685414e-7,0.9084736,0.0000034205457,0.00032450724,0.009842907,0.02571824,0.00011738144],"about_ca_topic_score_codex":0.0034617228,"about_ca_topic_score_gemma":0.0045621763,"teacher_disagreement_score":0.107587904,"about_ca_system_score_codex":0.0005919599,"about_ca_system_score_gemma":0.008191089,"threshold_uncertainty_score":0.998182},"labels":[],"label_agreement":null},{"id":"W4389903651","doi":"10.11143/fennia.121832","title":"The unruly arts of ethnographic refusal: power, politics, performativity","year":2023,"lang":"en","type":"article","venue":"Fennia","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Impact","funders":"Leibniz-Gemeinschaft; Social Science Research Council","keywords":"Praxis; Sociology; Situated; Performative utterance; Performativity; Ethnography; Aesthetics; Power (physics); The arts; Sensibility; Improvisation; Embodied cognition; Autoethnography; Epistemology; Gender studies; Anthropology; Visual arts; Political science; Law","score_opus":0.22729941170861714,"score_gpt":0.5381307148378969,"score_spread":0.31083130312927976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389903651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8396016,0.000536478,0.00039512303,0.046533242,0.0007553819,0.00038698368,0.00004765819,0.00023941674,0.11150416],"genre_scores_gemma":[0.993951,0.0012748654,0.0007521834,0.00010982856,0.0001154,0.000014121919,0.0000028933484,0.0000113215065,0.0037683523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965632,0.0018993372,0.00020351144,0.000113775255,0.00071338954,0.00050679385],"domain_scores_gemma":[0.9957598,0.0035443306,0.00008132391,0.00022012844,0.0002609297,0.00013348466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014736815,0.00006666834,0.00012539327,0.00010309024,0.0011722479,0.000061006784,0.00031182828,0.00009763762,0.000050674833],"category_scores_gemma":[0.0046865945,0.000046284218,0.000086701286,0.00093490543,0.0018785228,0.00012714986,0.00008063127,0.00033972543,0.000105033476],"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":[0.000009542102,0.000023201885,0.001888836,0.000034773166,0.000026281823,0.0000023637424,0.08179512,8.989614e-7,0.00019376363,0.89673615,0.011221851,0.008067243],"study_design_scores_gemma":[0.0001351084,0.0000939584,0.02285814,0.000039084065,0.00000519203,1.8275466e-7,0.05839803,0.00007736154,0.00023697161,0.25872725,0.6593051,0.00012361712],"about_ca_topic_score_codex":0.0013295796,"about_ca_topic_score_gemma":0.0006933985,"teacher_disagreement_score":0.64808327,"about_ca_system_score_codex":0.000031570286,"about_ca_system_score_gemma":0.00024679702,"threshold_uncertainty_score":0.9016102},"labels":[],"label_agreement":null},{"id":"W4389932968","doi":"10.1515/9783839470190-017","title":"Contributors","year":2023,"lang":"en","type":"book-chapter","venue":"transcript Verlag eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Deutsche Forschungsgemeinschaft","keywords":"Psychology","score_opus":0.272955696658739,"score_gpt":0.4570309104806531,"score_spread":0.1840752138219141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389932968","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":[0.000007479585,0.00030499033,0.0006955004,0.0021285017,0.001053397,0.00058058137,0.00023278393,0.0004057519,0.994591],"genre_scores_gemma":[0.0004861525,0.00065846334,0.00037879587,0.000312027,0.0006165625,0.000027376107,0.000023566754,0.00011392603,0.9973831],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962582,0.00069440436,0.00041414192,0.00047361382,0.0014092161,0.00075043243],"domain_scores_gemma":[0.9973804,0.0014088062,0.00011990887,0.00033299645,0.00036259196,0.00039531],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005765011,0.00032855498,0.0005558951,0.00022101821,0.0007540448,0.0001382223,0.0005374603,0.0008835332,0.0011360387],"category_scores_gemma":[0.00048637067,0.00032970656,0.0004251033,0.000039394665,0.002036602,0.00006205326,0.000032918535,0.0012894407,0.0010534205],"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":[0.00002609601,0.0000040374957,7.136219e-7,0.00006936063,0.00010161572,0.000052360356,0.015018632,9.2192764e-8,0.000074774674,0.96282524,0.0063404795,0.015486592],"study_design_scores_gemma":[0.00018026655,0.00004904619,0.0000025258732,0.00013954462,0.000038079925,2.1747314e-7,0.0007168821,5.332606e-7,0.000019320982,0.34549978,0.6530994,0.0002543895],"about_ca_topic_score_codex":0.00074798614,"about_ca_topic_score_gemma":0.0029326642,"teacher_disagreement_score":0.6467589,"about_ca_system_score_codex":0.00020103157,"about_ca_system_score_gemma":0.0008809501,"threshold_uncertainty_score":0.9999155},"labels":[],"label_agreement":null},{"id":"W4389943727","doi":"10.1080/14927713.2023.2295329","title":"“You’re Filipino, you know what I mean”: navigating co-researcher roles, relational graduate supervision, and shared reflexivity","year":2023,"lang":"en","type":"article","venue":"Leisure/Loisir","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Dalhousie University; University of Waterloo","funders":"","keywords":"Journaling file system; Reflexivity; Mentorship; Identity (music); Pedagogy; Psychology; Autoethnography; Qualitative research; Sociology; Medical education; Medicine; Gender studies; Computer science","score_opus":0.4220749166230089,"score_gpt":0.5523292173281716,"score_spread":0.13025430070516275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389943727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93503195,0.0019697847,0.00030845535,0.055429786,0.00032334146,0.00078455074,0.0002054048,0.00038429667,0.0055624535],"genre_scores_gemma":[0.9488283,0.016232632,0.012961728,0.0005803451,0.0015857511,0.00020032946,0.0009272873,0.00015420286,0.018529454],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904309,0.0050470065,0.00043651147,0.00068492984,0.0024077916,0.0009928419],"domain_scores_gemma":[0.9940849,0.0041804654,0.00012119237,0.00035964552,0.0007450617,0.0005087419],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.022866067,0.00023755967,0.0003742127,0.00015475517,0.00180015,0.00071422604,0.0004516221,0.00029849797,0.0004707724],"category_scores_gemma":[0.005301269,0.00021790265,0.00013472022,0.0012910179,0.001314177,0.00152726,0.00028796875,0.0015004793,0.00034270273],"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":[0.00022890046,0.00026938203,0.06051063,0.0006671024,0.0002667946,0.00016492125,0.32362345,0.00008776102,0.004719417,0.1771634,0.031442653,0.40085557],"study_design_scores_gemma":[0.001775334,0.00033368345,0.13486919,0.0020649421,0.000039006067,0.0000060659304,0.19817707,0.0031569663,0.00091616897,0.18557158,0.47175324,0.0013367414],"about_ca_topic_score_codex":0.0025822564,"about_ca_topic_score_gemma":0.002939848,"teacher_disagreement_score":0.4403106,"about_ca_system_score_codex":0.00017878074,"about_ca_system_score_gemma":0.000497687,"threshold_uncertainty_score":0.9994994},"labels":[],"label_agreement":null},{"id":"W4390055812","doi":"10.24908/encounters.v24i0.17029","title":"Introduction to the Thematic Section","year":2023,"lang":"en","type":"article","venue":"Encounters in Theory and History of Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidade de São Paulo; Social Sciences and Humanities Research Council of Canada; United States Marine Corps; Queen's University; Universidad Complutense de Madrid","keywords":"Section (typography); Humanities; Art; Computer science; Operating system","score_opus":0.07768031735650975,"score_gpt":0.4661030103132103,"score_spread":0.3884226929567005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390055812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.795282,0.002147672,0.0061808946,0.07759898,0.017473193,0.0009399653,0.0000026821288,0.00008300742,0.10029162],"genre_scores_gemma":[0.94538224,0.0005229797,0.00058690313,0.00044981219,0.0019104701,0.00009781133,0.0000038159455,0.0000080909895,0.051037893],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789083,0.0016696177,0.000100583726,0.00009386007,0.00015695932,0.00008817365],"domain_scores_gemma":[0.99895066,0.0008309196,0.000040686544,0.000085549895,0.00006376388,0.000028440281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013331663,0.000030428148,0.000053729756,0.00016590215,0.00013487462,0.000007718902,0.00007581899,0.00003214434,0.00012513543],"category_scores_gemma":[0.0024620797,0.000024353194,0.000014338412,0.00028145566,0.00039042358,0.000100567675,0.000010107438,0.00010462494,0.000016487022],"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":[0.000031966665,0.000028326662,0.00005583058,0.000034793782,0.0000031801505,4.0542616e-8,0.4866597,0.000013530584,0.00039906567,0.41394278,0.07087743,0.027953334],"study_design_scores_gemma":[0.000029144585,0.000031634045,0.00086918013,0.000035998506,0.0000030571664,1.8884714e-7,0.24109995,0.00001137427,0.000017076554,0.13581453,0.622047,0.00004086112],"about_ca_topic_score_codex":0.00044301947,"about_ca_topic_score_gemma":0.00056505215,"teacher_disagreement_score":0.5511696,"about_ca_system_score_codex":0.00036190264,"about_ca_system_score_gemma":0.000348025,"threshold_uncertainty_score":0.46205148},"labels":[],"label_agreement":null},{"id":"W4390104976","doi":"10.33524/cjar.v23i1.654","title":"New Podcast: Episode #5 of Participatory Action Research Feminist Trailblazers &amp; Good Troublemakers","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Participatory action research; Action research; Masculinity; Citizen journalism; Gender studies; Sociology; Action (physics); Media studies; Political science; Pedagogy; Anthropology; Law","score_opus":0.8826292135609431,"score_gpt":0.6852709001367691,"score_spread":0.1973583134241741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390104976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6976719,0.00059836457,0.0008994413,0.2489465,0.0016531588,0.0011447463,0.000055286422,0.000042992837,0.048987642],"genre_scores_gemma":[0.982148,0.00056783087,0.0005806271,0.000053041756,0.00086206786,0.000014859651,0.0000022474483,0.000026899525,0.015744444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.978421,0.015648166,0.0005644695,0.00021025931,0.0036826185,0.0014735372],"domain_scores_gemma":[0.9886552,0.006748219,0.00021244178,0.00033467883,0.002331923,0.001717543],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.10839344,0.00010510787,0.00026802314,0.001690869,0.0033254286,0.00033399186,0.00088825193,0.00020493676,0.00094528584],"category_scores_gemma":[0.013325586,0.000083768035,0.00017348041,0.004042596,0.0036726245,0.00035423657,0.00004778689,0.0030629844,0.00020197022],"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":[0.0007063729,0.000087728615,0.0062316465,0.00022134585,0.00037116845,0.00017124192,0.21376994,0.00033026084,0.007483206,0.16059294,0.44704083,0.16299331],"study_design_scores_gemma":[0.00046458794,0.00043614386,0.005720007,0.00014391108,0.000014742121,0.00001684508,0.17015061,0.00004113572,0.0014759367,0.04965163,0.7717481,0.00013634168],"about_ca_topic_score_codex":0.29961967,"about_ca_topic_score_gemma":0.7339946,"teacher_disagreement_score":0.43437493,"about_ca_system_score_codex":0.0013495986,"about_ca_system_score_gemma":0.016236028,"threshold_uncertainty_score":0.999968},"labels":[],"label_agreement":null},{"id":"W4390765811","doi":"10.1017/s1049096523001002","title":"Introduction: Sexual Harassment and Gender-Based Violence in Political Science Fieldwork","year":2024,"lang":"en","type":"article","venue":"PS Political Science & Politics","topic":"Qualitative Research Methods and Ethics","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":"Harassment; Politics; Criminology; Sexual violence; Institution; Power (physics); Sociology; Privilege (computing); Gender studies; Political science; Social science; Law","score_opus":0.19344136765126402,"score_gpt":0.5482579237840041,"score_spread":0.35481655613274005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390765811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68770117,0.00031481445,0.010590964,0.24258223,0.0020662867,0.00068046444,0.000058282538,0.00030384355,0.055701952],"genre_scores_gemma":[0.9900708,0.000027086782,0.0060707824,0.001874362,0.0016074748,0.00002486422,0.0000013485084,0.0000136272165,0.0003096203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9902455,0.00079658086,0.00046062563,0.0010859735,0.0026092983,0.004802],"domain_scores_gemma":[0.99377877,0.002465311,0.000029514951,0.00039619923,0.00046940063,0.0028608246],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.018639755,0.00022652972,0.00027085576,0.00067647675,0.0015003132,0.0010870645,0.00085510314,0.0001722479,0.00021635799],"category_scores_gemma":[0.013506831,0.00020457282,0.000055220924,0.002358096,0.028000947,0.0008607509,0.00028599112,0.0009140247,0.000073670395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034007892,0.00006727087,0.0026001844,0.00007866955,0.0000024638355,0.000021260086,0.0023945274,0.0000024842439,0.0004880598,0.9921997,0.00008941133,0.0020525514],"study_design_scores_gemma":[0.00018394655,0.000214568,0.02456527,0.00014268472,0.000016632144,0.00001281942,0.014033398,0.0048945867,0.0019262165,0.9460045,0.007540863,0.0004644902],"about_ca_topic_score_codex":0.007534688,"about_ca_topic_score_gemma":0.00025288112,"teacher_disagreement_score":0.30236968,"about_ca_system_score_codex":0.0024711282,"about_ca_system_score_gemma":0.009371978,"threshold_uncertainty_score":0.99994993},"labels":[],"label_agreement":null},{"id":"W4391025957","doi":"10.1111/area.12923","title":"Gendering fieldwork: Who buys the coffee?","year":2024,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley","funders":"Massey University","keywords":"Interview; Negotiation; Qualitative research; Power (physics); Field (mathematics); Sociology; Gender studies; Psychology; Social psychology; Social science; Anthropology","score_opus":0.3829692952412767,"score_gpt":0.5622508476254736,"score_spread":0.1792815523841969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391025957","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":[0.022727223,0.00503945,0.038857747,0.20361285,0.0011128117,0.00031816785,0.000008509253,0.00023996235,0.72808325],"genre_scores_gemma":[0.981962,0.0010534389,0.0011285231,0.0006838842,0.0004501075,0.000018089166,7.8083406e-7,0.000008598515,0.0146945575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986122,0.00068698166,0.000065109685,0.000107783235,0.00030039749,0.0002274863],"domain_scores_gemma":[0.99731165,0.0024839418,0.000007643531,0.00009886884,0.000040264364,0.0000576259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004189667,0.000039291142,0.000052635787,0.000021571805,0.00053212524,0.00018988266,0.00017596009,0.000052226053,0.00051879167],"category_scores_gemma":[0.00096106227,0.000024704883,0.000045367175,0.00022877526,0.00033554668,0.0000863311,0.000043642212,0.00027819438,0.00008796143],"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":[0.0000017327754,0.0000038635108,0.00014769752,0.000022228542,0.000020599531,0.000011753642,0.07938869,0.000003120539,0.000054074106,0.8188175,0.019726157,0.081802554],"study_design_scores_gemma":[0.000022839165,0.000013779936,0.00054409006,0.000054129137,0.000004612422,4.6289233e-7,0.027599744,0.0004346379,0.00008521531,0.19982192,0.771349,0.000069524955],"about_ca_topic_score_codex":0.0016107984,"about_ca_topic_score_gemma":0.00080295344,"teacher_disagreement_score":0.9592348,"about_ca_system_score_codex":0.000029038258,"about_ca_system_score_gemma":0.00013965908,"threshold_uncertainty_score":0.5680405},"labels":[],"label_agreement":null},{"id":"W4391052439","doi":"10.1080/19460171.2024.2305920","title":"Exploring ethical space in land use planning","year":2024,"lang":"en","type":"article","venue":"Critical Policy Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Mitacs","keywords":"Indigenous; Space (punctuation); Sociology; Land-use planning; Work (physics); Intervention (counseling); Power (physics); Land use; Engineering ethics; Management science; Computer science; Psychology; Economics; Engineering","score_opus":0.8825856884145233,"score_gpt":0.7094243738628636,"score_spread":0.17316131455165973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391052439","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":[0.12908433,0.009110573,0.0013880201,0.84116817,0.0006568485,0.0001690753,0.000013669709,0.00021990588,0.018189378],"genre_scores_gemma":[0.9913634,0.0033708718,0.0025897734,0.0010145918,0.0010509222,0.000050476465,2.7497356e-7,0.000012808415,0.00054684695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969827,0.001634051,0.00016361605,0.00022243225,0.00044188558,0.0005553161],"domain_scores_gemma":[0.9772776,0.02233126,0.000005252128,0.00007838056,0.00013923101,0.0001682972],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005162742,0.000087429435,0.00019660169,0.00020531473,0.00039899192,0.00021624747,0.00009874488,0.00012266025,0.00000859915],"category_scores_gemma":[0.09892731,0.000073114046,0.000049328723,0.0006108358,0.00243422,0.00037878522,0.000111195506,0.0010712811,0.00003498449],"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":[0.0000052545056,0.000008594848,0.0010583802,0.00014196224,0.000018105971,0.00008138807,0.11909896,0.0000025340541,0.000014634237,0.87719446,0.0009039872,0.0014717401],"study_design_scores_gemma":[0.00011707239,0.000069912945,0.006341661,0.0010845121,0.000012554926,0.0000011637571,0.118372016,0.00008789919,0.00004677416,0.69272095,0.18088073,0.00026473662],"about_ca_topic_score_codex":0.0037039563,"about_ca_topic_score_gemma":0.0007957901,"teacher_disagreement_score":0.8622791,"about_ca_system_score_codex":0.00018269534,"about_ca_system_score_gemma":0.00024835183,"threshold_uncertainty_score":0.9086628},"labels":[],"label_agreement":null},{"id":"W4391153807","doi":"10.55016/ojs/ajer.v46i2.54801","title":"Editorial: Passing the Torch","year":2000,"lang":"en","type":"editorial","venue":"Alberta Journal of Educational Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Torch; Psychology; Mathematics education; Engineering","score_opus":0.2363683736376725,"score_gpt":0.6150639765957492,"score_spread":0.3786956029580767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391153807","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":[0.00006321506,0.0015425514,0.0000022564902,0.07637494,0.79132766,0.00020702681,0.000014390062,5.774682e-7,0.1304674],"genre_scores_gemma":[0.000061431114,0.0070201065,0.00021818948,0.00003376803,0.85911447,0.000023963346,0.0000192769,0.000035481335,0.13347334],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97264403,0.0151757775,0.00082705566,0.000308705,0.01005083,0.0009935973],"domain_scores_gemma":[0.6081374,0.3835805,0.000385881,0.00032160312,0.007131605,0.00044295343],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05348523,0.00020301406,0.00043251843,0.000523382,0.0025351602,0.0008157664,0.0023081885,0.0010115865,0.015568592],"category_scores_gemma":[0.39321312,0.00013764437,0.0003089152,0.0010878908,0.0031718442,0.00043479906,0.0001274346,0.0073441905,0.00046154234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111275505,0.00012080793,0.000020599507,0.000037379898,0.00009889276,4.6618175e-7,0.011742237,0.0000016955831,0.0000048663087,0.017894829,0.9683879,0.0015790333],"study_design_scores_gemma":[0.00015850388,0.00014122811,0.0000144867845,0.000263106,0.000024173167,0.0000010267647,0.0035249786,5.4368456e-7,0.0000019157244,0.023618568,0.97211325,0.00013820363],"about_ca_topic_score_codex":0.02105636,"about_ca_topic_score_gemma":0.008306088,"teacher_disagreement_score":0.36840472,"about_ca_system_score_codex":0.0010493996,"about_ca_system_score_gemma":0.03903558,"threshold_uncertainty_score":0.9995409},"labels":[],"label_agreement":null},{"id":"W4391275343","doi":"10.1093/oxfordhb/9780197618158.013.28","title":"Women in Gang Research","year":2024,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Alberta","funders":"","keywords":"Psychology; Medicine","score_opus":0.35558129638638386,"score_gpt":0.47177298386254185,"score_spread":0.11619168747615799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391275343","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":[0.000109654,0.00021063723,0.000023630975,0.0005269619,0.00014161778,0.00041831334,0.000055704048,0.00007255076,0.9984409],"genre_scores_gemma":[0.00033690556,0.0020049321,0.0002465088,0.000017689825,0.0001828769,0.0000028520615,0.000003855308,0.000033704924,0.9971707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959095,0.0012594509,0.00016255815,0.00048677402,0.0012240122,0.0009576844],"domain_scores_gemma":[0.9974262,0.0015328667,0.000052791696,0.0002968985,0.00032841854,0.00036279205],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011427189,0.00017934595,0.00031858016,0.0006529999,0.0005611365,0.00014458146,0.0007289084,0.00062068575,0.00021457685],"category_scores_gemma":[0.0003180945,0.00020285082,0.000119677265,0.00005709785,0.0021058382,0.00010680606,0.00055229024,0.002342273,0.000014871809],"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":[0.0000496807,0.000006060364,0.0000017526248,0.0001159983,0.000043966647,0.0003035525,0.038547587,3.707295e-7,0.000002850812,0.9521498,0.001598956,0.007179415],"study_design_scores_gemma":[0.00010405752,0.000040234507,0.0000015925888,0.00022162985,0.000006439905,1.8365265e-7,0.008910732,0.0000034666296,0.0000024314083,0.22123872,0.76930827,0.00016223894],"about_ca_topic_score_codex":0.0022089854,"about_ca_topic_score_gemma":0.001845132,"teacher_disagreement_score":0.7677093,"about_ca_system_score_codex":0.0016952433,"about_ca_system_score_gemma":0.0009491695,"threshold_uncertainty_score":0.99995935},"labels":[],"label_agreement":null},{"id":"W4391869828","doi":"10.51644/9780889208209-001","title":"Preface","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Philosophy","score_opus":0.29979263144598356,"score_gpt":0.5377515883353933,"score_spread":0.2379589568894097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391869828","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":[4.015408e-7,0.00035264037,0.0029863927,0.004886738,0.000107598506,0.00016718573,0.00001218042,0.000069194255,0.99141765],"genre_scores_gemma":[0.000025157176,0.0006244454,0.006295437,0.00015130527,0.00042329633,0.0000028611332,0.0000066922203,0.000018470399,0.9924523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983535,0.00032383023,0.00014132663,0.00019311323,0.00073868525,0.00024954366],"domain_scores_gemma":[0.99857694,0.00091700983,0.000058356698,0.00014068205,0.00019364787,0.00011337945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037939532,0.00010723568,0.0001681047,0.000058644928,0.00030686412,0.00006367268,0.00020646439,0.00040149808,0.0060433056],"category_scores_gemma":[0.00036080548,0.00009242526,0.00010171822,0.000020401592,0.0009892364,0.00005255639,0.000043354394,0.0004836672,0.0006768408],"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":[0.0000010582404,0.000002276934,8.166949e-7,0.000009780009,0.0000088056295,0.0000024810327,0.0010433062,1.8294396e-7,9.4377754e-7,0.8970131,0.09441189,0.007505353],"study_design_scores_gemma":[0.00001614239,0.000008059561,0.0000015779895,0.000016904174,0.0000028037118,2.8065305e-8,0.00014409957,4.921396e-7,0.0000014954762,0.39031726,0.6094126,0.000078543926],"about_ca_topic_score_codex":0.002550621,"about_ca_topic_score_gemma":0.0025588577,"teacher_disagreement_score":0.5150007,"about_ca_system_score_codex":0.000100364006,"about_ca_system_score_gemma":0.00041105424,"threshold_uncertainty_score":0.9948653},"labels":[],"label_agreement":null},{"id":"W4392138013","doi":"10.1111/medu.15369","title":"Exploring equity, diversity and inclusivity through the Art of Observation","year":2024,"lang":"en","type":"article","venue":"Medical Education","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Equity (law); Diversity (politics); Health equity; Psychology; Sociology; Political science; Medicine; Nursing; Anthropology; Public health; Law","score_opus":0.6504790552303082,"score_gpt":0.6043034541339503,"score_spread":0.04617560109635799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392138013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6116968,0.0010002191,0.013324706,0.35004452,0.0014988743,0.00021102805,0.000001883135,0.000041465042,0.022180533],"genre_scores_gemma":[0.99475616,0.0020892303,0.0011555327,0.0008669413,0.00031178788,0.000015372589,0.0000025524205,0.000002424557,0.0007999846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981246,0.00078775163,0.00008739784,0.00008952943,0.00081090693,0.000099822144],"domain_scores_gemma":[0.99859136,0.001170277,0.00002033747,0.000058273487,0.00010380045,0.000055961173],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0076521295,0.00002806455,0.00005222165,0.000020117592,0.0008030907,0.000031098825,0.0001367671,0.000045922887,0.00012348131],"category_scores_gemma":[0.008888259,0.000019449213,0.00001879473,0.0002634184,0.00068583526,0.00037445716,0.0004929396,0.00020254949,0.00000569243],"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":[0.0000025697718,0.00004497882,0.0019886254,0.000101831545,0.000007663736,3.0139074e-7,0.25541946,1.281257e-7,0.000014946592,0.49327135,0.0062230416,0.24292511],"study_design_scores_gemma":[0.00005590969,0.000034045577,0.027256623,0.00027157392,0.000015361955,3.8552824e-7,0.048325446,0.0002824487,0.00006144172,0.37152964,0.5520919,0.000075231685],"about_ca_topic_score_codex":0.0049402486,"about_ca_topic_score_gemma":0.0006674231,"teacher_disagreement_score":0.5458689,"about_ca_system_score_codex":0.00006651638,"about_ca_system_score_gemma":0.0009469651,"threshold_uncertainty_score":0.9994603},"labels":[],"label_agreement":null},{"id":"W4392550916","doi":"10.4324/9781003358343-5","title":"Participatory Archiving as Accompaniment","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Citizen journalism; Computer science; World Wide Web","score_opus":0.4786650555191518,"score_gpt":0.5837884787305506,"score_spread":0.10512342321139884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392550916","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":[0.000018036493,0.00094334874,0.00030199252,0.0065741464,0.00033853416,0.0002202913,0.000008946537,0.00013015357,0.99146456],"genre_scores_gemma":[0.0014843554,0.0009062996,0.0015959877,0.00032299402,0.00055396924,0.00001557631,0.0000027590138,0.00003642814,0.9950816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764496,0.00039197976,0.00023616003,0.00032723782,0.0009885513,0.00041113567],"domain_scores_gemma":[0.99776775,0.0016120095,0.00005202573,0.00018699912,0.00009824848,0.00028296976],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005978838,0.0001652723,0.0002441386,0.00012357112,0.00033428578,0.00017603504,0.00027623298,0.0002333881,0.008185462],"category_scores_gemma":[0.00043215434,0.00013993926,0.00017507041,0.000032786465,0.001019983,0.00006146798,0.00016760461,0.00088136346,0.004584107],"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":[0.000002806784,0.0000048702145,0.0000012049195,0.000049184793,0.00006423155,0.000020865871,0.014619068,1.7483433e-7,0.0000065407494,0.9702187,0.0047674817,0.01024486],"study_design_scores_gemma":[0.00001193746,0.00001786808,0.0000017927418,0.00011386254,0.000012962338,1.1587485e-7,0.0012817817,0.00000406894,0.000004996617,0.4858415,0.51260847,0.00010064498],"about_ca_topic_score_codex":0.0007929709,"about_ca_topic_score_gemma":0.000898333,"teacher_disagreement_score":0.507841,"about_ca_system_score_codex":0.00019147905,"about_ca_system_score_gemma":0.00073961995,"threshold_uncertainty_score":0.99619097},"labels":[],"label_agreement":null},{"id":"W4392589304","doi":"10.1177/11771801241235334","title":"The next seven generations: at the heart of care alongside Mi’kmaw women","year":2024,"lang":"en","type":"article","venue":"AlterNative An International Journal of Indigenous Peoples","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Internal medicine; Cardiology","score_opus":0.11548423971224091,"score_gpt":0.48824843722930134,"score_spread":0.3727641975170604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392589304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980404,0.006863564,0.00079371687,0.008424192,0.0013906523,0.0002018756,0.00007164571,0.000011041422,0.0018392972],"genre_scores_gemma":[0.98759335,0.0083999755,0.0010009076,0.00026557554,0.001497092,0.000021033864,0.000007675184,0.00001785344,0.001196544],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99559176,0.0018350531,0.0005164186,0.0001539477,0.0015698822,0.00033291883],"domain_scores_gemma":[0.99316466,0.004320715,0.00030924473,0.00015611043,0.0019103631,0.00013891824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058239433,0.0001152725,0.00018401285,0.00017164524,0.0011263974,0.0005506072,0.0011480082,0.00006070499,0.00021334113],"category_scores_gemma":[0.0017237401,0.00006787301,0.00018942413,0.0002229896,0.00086963933,0.0006876136,0.00011624156,0.00041137714,0.000019205478],"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":[0.000122919,0.00005534305,0.0012641766,0.000020712316,0.00064541545,0.00006741311,0.9206716,0.0001993733,0.00086234004,0.050701752,0.0006626242,0.024726378],"study_design_scores_gemma":[0.0004183073,0.00088441174,0.0050936174,0.0002891624,0.00004550518,0.00014170837,0.7321782,0.00010987426,0.006346582,0.041945815,0.21228288,0.00026391872],"about_ca_topic_score_codex":0.0032935746,"about_ca_topic_score_gemma":0.02704761,"teacher_disagreement_score":0.21162026,"about_ca_system_score_codex":0.0007121945,"about_ca_system_score_gemma":0.0018213897,"threshold_uncertainty_score":0.99070626},"labels":[],"label_agreement":null},{"id":"W4392846008","doi":"10.18778/1427-9681.16.01","title":"From the Editors","year":2023,"lang":"pl","type":"article","venue":"Acta Universitatis Lodziensis Folia Litteraria Rossica","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"History","score_opus":0.10275817249730906,"score_gpt":0.4131235488344767,"score_spread":0.31036537633716765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392846008","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":[0.16894919,0.000597036,0.0009579623,0.7697246,0.022902777,0.0014314094,0.002690964,0.0006921621,0.032053884],"genre_scores_gemma":[0.86573625,0.0037497159,0.007908814,0.0048832144,0.04858594,0.000033913293,0.0005088213,0.00021130967,0.068382025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98760253,0.0071187355,0.0005498964,0.0010375158,0.0020696518,0.001621647],"domain_scores_gemma":[0.97736144,0.020056065,0.00035211965,0.0009813708,0.0006093921,0.00063961063],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.005818942,0.00049628713,0.00063672435,0.0002759552,0.003878519,0.0010172096,0.0019260579,0.0005840843,0.001673564],"category_scores_gemma":[0.0043315506,0.00040952076,0.00047254132,0.0036922796,0.0036379413,0.0011009325,0.00079473475,0.0013816457,0.0025295771],"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":[0.00007380101,0.000051665436,0.000406559,0.000017568756,0.00037833114,0.00011263028,0.2065842,0.0000040889554,0.00030861975,0.01585578,0.770096,0.006110754],"study_design_scores_gemma":[0.00064895226,0.00012610097,0.012612619,0.00015509748,0.000187181,5.4219197e-7,0.12351068,0.00041863433,0.000049852657,0.034875847,0.8269001,0.00051435136],"about_ca_topic_score_codex":0.013170584,"about_ca_topic_score_gemma":0.00067627494,"teacher_disagreement_score":0.7648414,"about_ca_system_score_codex":0.0004199357,"about_ca_system_score_gemma":0.0011258919,"threshold_uncertainty_score":0.99983567},"labels":[],"label_agreement":null},{"id":"W4393094636","doi":"10.31581/jbs-33.3.519(2023)","title":"Becoming Attuned to Reality","year":2024,"lang":"en","type":"article","venue":"The Journal of Bahá’í Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Aesthetics; Art","score_opus":0.7185470228448734,"score_gpt":0.695791279776873,"score_spread":0.022755743068000323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393094636","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":[0.18329263,0.04124049,0.013232055,0.74082524,0.0022023635,0.00030191746,0.000008867422,0.00005051892,0.018845936],"genre_scores_gemma":[0.9651263,0.021684539,0.0070876046,0.00093447266,0.0017333246,0.0000037966754,6.892381e-8,0.000014344168,0.003415599],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99649704,0.0022845764,0.00028041948,0.000063091,0.00064336776,0.00023149686],"domain_scores_gemma":[0.99268097,0.006585513,0.00007581443,0.00008318845,0.00047101566,0.00010351631],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.032004092,0.00006152452,0.00020725378,0.00008091338,0.0006478421,0.00007359483,0.0002750629,0.00002979869,0.000031347656],"category_scores_gemma":[0.0072376234,0.000033317167,0.00009259618,0.00037508958,0.0006704849,0.00014861384,0.00009931848,0.00039252685,0.000023994391],"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":[0.000080103135,0.000023160539,0.000106290354,0.00010393327,0.0005117767,0.00003152609,0.7831773,0.000022770804,0.0007417417,0.113570474,0.059480947,0.042149935],"study_design_scores_gemma":[0.00011515375,0.00024642365,0.0011429634,0.0004578063,0.000083849045,0.000007102838,0.43737337,0.000013650746,0.00024948618,0.22738957,0.332802,0.00011863056],"about_ca_topic_score_codex":0.00036697995,"about_ca_topic_score_gemma":0.00064916187,"teacher_disagreement_score":0.78183365,"about_ca_system_score_codex":0.0001393519,"about_ca_system_score_gemma":0.00022279128,"threshold_uncertainty_score":0.9967555},"labels":[],"label_agreement":null},{"id":"W4393166442","doi":"10.3138/jcfs.54.3.01","title":"Editorial Comments","year":2024,"lang":"en","type":"editorial","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Political science","score_opus":0.4002374551680661,"score_gpt":0.6292559012882707,"score_spread":0.2290184461202046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393166442","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":[0.000064328175,0.03622733,0.000101998754,0.0024936886,0.9493317,0.00019574736,0.0001016434,0.00002033117,0.011463254],"genre_scores_gemma":[0.00009921727,0.02917371,0.0011013646,0.00005102643,0.9658736,0.0000111953095,0.00000515508,0.00002397575,0.0036607552],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98811305,0.00516466,0.0010445105,0.000266589,0.004903443,0.00050776073],"domain_scores_gemma":[0.96826977,0.02225139,0.0009662078,0.00015853831,0.008107374,0.00024671044],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017612146,0.0003527578,0.0015944205,0.00036268908,0.00071420975,0.00029314897,0.00076756685,0.00066034554,0.000014289537],"category_scores_gemma":[0.012602378,0.0002583804,0.00046670396,0.00047393577,0.0024797062,0.00032451644,0.0002457657,0.003989203,0.000090390284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013292614,0.000059370017,0.0000022197655,0.00014225669,0.0015602671,0.000021204733,0.07862522,0.0000016169812,0.000008601255,0.003113499,0.9161262,0.00020665629],"study_design_scores_gemma":[0.00036025155,0.000436783,0.000002753164,0.0008154663,0.00016082184,1.5036487e-7,0.082079075,5.280857e-7,0.0000032278988,0.03329823,0.88262755,0.00021515548],"about_ca_topic_score_codex":0.00016671556,"about_ca_topic_score_gemma":0.00022811168,"teacher_disagreement_score":0.033498608,"about_ca_system_score_codex":0.00079770124,"about_ca_system_score_gemma":0.002939121,"threshold_uncertainty_score":0.9999868},"labels":[],"label_agreement":null},{"id":"W4393278388","doi":"10.5206/ijoh.2024.1.18166","title":"Editorial: Doing Excellent Qualitative Research","year":2024,"lang":"en","type":"editorial","venue":"International Journal on Homelessness","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Western University","funders":"","keywords":"Qualitative research; Computer science; Sociology; Social science","score_opus":0.21734231269330515,"score_gpt":0.6330132246396796,"score_spread":0.4156709119463744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393278388","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":[0.000059752634,0.0012694971,0.0005470686,0.009009095,0.9602833,0.0002675527,0.0003089161,0.0000790916,0.02817576],"genre_scores_gemma":[0.0005800751,0.013547847,0.0005982117,0.000032216838,0.97276455,0.00006452023,0.0000795121,0.00010695704,0.012226092],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95823306,0.018897472,0.0009658794,0.00075857533,0.020017305,0.0011277146],"domain_scores_gemma":[0.9427073,0.04173882,0.0004568118,0.000297753,0.0141889965,0.000610302],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.08520486,0.0003998355,0.0006980345,0.0017302213,0.0014112805,0.0033351732,0.0028833074,0.0016026065,0.0005188495],"category_scores_gemma":[0.03407248,0.00034505603,0.00045164028,0.0008248359,0.0016424699,0.00047722636,0.00044511986,0.012566509,0.0010589431],"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":[0.00021786995,0.00011775283,2.8474142e-7,0.00006915216,0.00033096774,0.00020935584,0.13021809,0.0000063157427,0.0000072969265,0.04974011,0.80845344,0.010629375],"study_design_scores_gemma":[0.00034537705,0.00016817644,1.8594086e-7,0.0012718649,0.000015753361,0.0000011213519,0.084703326,0.0000027344283,0.0000098229075,0.092401266,0.8207684,0.00031197863],"about_ca_topic_score_codex":0.0016912927,"about_ca_topic_score_gemma":0.0007479268,"teacher_disagreement_score":0.051132385,"about_ca_system_score_codex":0.0033387372,"about_ca_system_score_gemma":0.006722274,"threshold_uncertainty_score":0.99990016},"labels":[],"label_agreement":null},{"id":"W4394564003","doi":"10.22584/nr55.2024.010","title":"Review of Decolonizing Data: Unsettling Conversations about Social Research Methods (by Jacqueline M. Quinless)","year":2024,"lang":"en","type":"article","venue":"The Northern Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Yukon University","funders":"","keywords":"Sociology; Anthropology","score_opus":0.6370822858102522,"score_gpt":0.7060145931621663,"score_spread":0.06893230735191413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394564003","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":[0.000030082394,0.8748911,0.0063861026,0.11320106,0.000160607,0.00095176365,0.0001284994,0.000047571837,0.0042032003],"genre_scores_gemma":[0.00020476889,0.9891032,0.0069547696,0.002472178,0.00034314088,0.0000777085,0.000073294716,0.000027047425,0.0007439018],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.969704,0.027374826,0.0007392726,0.00042240994,0.0012103538,0.000549155],"domain_scores_gemma":[0.9857114,0.01214193,0.00018144168,0.0007223416,0.0011148588,0.00012804962],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1446295,0.00013605935,0.0005457632,0.00006891085,0.0011307286,0.00010754299,0.0014087637,0.00009774268,0.00054615666],"category_scores_gemma":[0.018717807,0.000090602756,0.0001796655,0.0018480952,0.0017044273,0.00025845604,0.0003490652,0.0009981057,0.0001294432],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003842187,0.000038188267,0.000022782231,0.06273563,0.00014296464,0.0000031298555,0.012676899,1.3602863e-7,0.000091142225,0.046346385,0.12983778,0.7481011],"study_design_scores_gemma":[0.00003248986,0.000015966507,0.000005872503,0.039344456,0.00010456877,6.527036e-7,0.0019040778,0.00004281887,0.000009884936,0.006145595,0.9522902,0.00010343465],"about_ca_topic_score_codex":0.0016283663,"about_ca_topic_score_gemma":0.0016287427,"teacher_disagreement_score":0.8224524,"about_ca_system_score_codex":0.00016211257,"about_ca_system_score_gemma":0.0012647931,"threshold_uncertainty_score":0.98954797},"labels":[],"label_agreement":null},{"id":"W4394612919","doi":"10.1007/978-3-031-46541-3_5","title":"Emplaced Research","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave studies in business, arts and humanities","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Concordia University","funders":"","keywords":"Political science","score_opus":0.7433331785389673,"score_gpt":0.5943983342825917,"score_spread":0.1489348442563756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394612919","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":[0.000066972934,0.06846448,0.0000047181024,0.005805045,0.00086454337,0.00041637177,0.000038544218,0.00005688419,0.92428243],"genre_scores_gemma":[0.0065444536,0.18178801,0.00020357285,0.00012652378,0.0016292232,0.000078798774,0.000010489656,0.00006550169,0.80955344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967388,0.0004492461,0.00040665656,0.00053708703,0.0011973747,0.0006708303],"domain_scores_gemma":[0.99457914,0.0032633464,0.000080121914,0.00021535462,0.0017881675,0.000073851035],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009279238,0.00031143293,0.00062761235,0.00074789574,0.0019116321,0.00044327296,0.00025265376,0.00030137974,0.00037970184],"category_scores_gemma":[0.0018980143,0.00026753056,0.00007972041,0.00017132952,0.013695042,0.000077102006,0.00050726184,0.0012637003,0.000110175555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012287103,0.000003997589,0.0000060727434,0.00078721374,0.00011168388,0.00008139002,0.122732274,1.04267826e-7,4.8521446e-7,0.86899406,0.0055170693,0.0017533835],"study_design_scores_gemma":[0.00004898494,0.00002121549,0.000028130798,0.0008337171,0.000012881293,5.429421e-7,0.043655954,3.9549496e-7,1.6399719e-7,0.49756533,0.4576733,0.00015935894],"about_ca_topic_score_codex":0.0016563665,"about_ca_topic_score_gemma":0.027517311,"teacher_disagreement_score":0.45215625,"about_ca_system_score_codex":0.0002656243,"about_ca_system_score_gemma":0.0003332282,"threshold_uncertainty_score":0.9999777},"labels":[],"label_agreement":null},{"id":"W4394738536","doi":"10.1097/nnr.0000000000000718","title":"Combining Critical Ethnography and Critical Discourse Analysis in Mental Health Nursing Research","year":2024,"lang":"en","type":"article","venue":"Nursing Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Lawrence College; Royal Ottawa Mental Health Centre","funders":"","keywords":"Critical ethnography; Critical discourse analysis; Ethnography; Sociology; Nursing research; Critical theory; Mental health; Nursing; Psychology; Epistemology; Medicine; Political science; Anthropology; Psychotherapist; Philosophy; Politics","score_opus":0.5239146248305976,"score_gpt":0.7410970105588627,"score_spread":0.2171823857282651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394738536","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":[0.107891396,0.027949242,0.005382124,0.79095525,0.0008660477,0.0010041773,0.00006107388,0.00018492118,0.06570578],"genre_scores_gemma":[0.99246776,0.0015153326,0.0053303903,0.000053817592,0.00026876174,0.000039136827,0.000009955138,0.000032532596,0.0002823298],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9650517,0.026553709,0.00046429058,0.00089879445,0.004419669,0.0026118355],"domain_scores_gemma":[0.9717896,0.026127946,0.000014155027,0.0003135143,0.0007855558,0.00096922624],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.10053409,0.00016285459,0.0004363141,0.003981265,0.0039024435,0.0014180284,0.00044952353,0.0002819796,0.00011046534],"category_scores_gemma":[0.017203866,0.00015934117,0.00015784762,0.010679239,0.024241386,0.00056054647,0.0001129061,0.0044527133,0.000023036588],"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":[0.00005378675,0.00032286026,0.0009833014,0.00013523671,0.00003408677,0.000042959273,0.28122228,0.0000010701134,0.00012494905,0.58743024,0.00437271,0.12527652],"study_design_scores_gemma":[0.00019604755,0.00044801403,0.0028203763,0.004503918,0.000022660088,0.0000030895274,0.446016,0.00433323,0.000022454973,0.53946656,0.0019423779,0.00022528009],"about_ca_topic_score_codex":0.0038488852,"about_ca_topic_score_gemma":0.0009685969,"teacher_disagreement_score":0.8845763,"about_ca_system_score_codex":0.0015487685,"about_ca_system_score_gemma":0.0017445756,"threshold_uncertainty_score":0.9996186},"labels":[],"label_agreement":null},{"id":"W4394752096","doi":"10.1177/02637758241239158","title":"Against abstraction: Reclaiming and reorienting to embodied collective knowledges of solidarity","year":2024,"lang":"en","type":"article","venue":"Environment and Planning D Society and Space","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Victoria","funders":"Canada Research Chairs","keywords":"Solidarity; Sociology; Agency (philosophy); Sovereignty; Embodied cognition; Economic Justice; Gender studies; Political science; Epistemology; Law; Social science; Politics","score_opus":0.10392292845123778,"score_gpt":0.42512497409439726,"score_spread":0.32120204564315946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394752096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96252126,0.0068171807,0.0039857817,0.006279531,0.00014739025,0.00021316465,0.000010885035,0.00003092519,0.019993907],"genre_scores_gemma":[0.9768248,0.00622883,0.012255801,0.00007428281,0.0001864884,0.000009091435,0.0000023069356,0.000008562552,0.004409837],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990424,0.00026120638,0.00010077025,0.00021611953,0.00019457296,0.0001849415],"domain_scores_gemma":[0.9987031,0.001091005,0.000029462446,0.000040760442,0.000015912989,0.00011975015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029458774,0.000074995674,0.00012766084,0.000025665671,0.00086602307,0.000103745166,0.0000294231,0.00010034941,0.0000114132445],"category_scores_gemma":[0.00025117985,0.000071756614,0.00003437853,0.00010102784,0.00052620214,0.00011570559,0.000058060305,0.00025365435,0.0000013753228],"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":[0.0000291996,0.00002590989,0.011655491,0.00029055835,0.00011289184,0.000006331292,0.94206214,0.00004425023,0.0022216134,0.021650841,0.0028756936,0.019025063],"study_design_scores_gemma":[0.0004393488,0.00026219117,0.02138988,0.0009508218,0.00007284596,0.000002043645,0.5872736,0.0028616472,0.0011393364,0.024030603,0.36101058,0.00056711317],"about_ca_topic_score_codex":0.00008203172,"about_ca_topic_score_gemma":0.000013525198,"teacher_disagreement_score":0.3581349,"about_ca_system_score_codex":0.000052936233,"about_ca_system_score_gemma":0.000054274566,"threshold_uncertainty_score":0.6660837},"labels":[],"label_agreement":null},{"id":"W4394891103","doi":"10.1080/13669877.2024.2340027","title":"Thoughts about intersectionality and risk. Interviews with key scholars","year":2024,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto; University of Calgary","funders":"","keywords":"Intersectionality; Key (lock); Sociology; Psychology; Computer science; Gender studies; Computer security","score_opus":0.32378354793063546,"score_gpt":0.6096376676795981,"score_spread":0.2858541197489627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394891103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9444729,0.020774597,0.015874235,0.009521242,0.0005420121,0.00026331798,0.000035916324,0.000025213243,0.008490581],"genre_scores_gemma":[0.8626566,0.11465056,0.018718164,0.000034612185,0.0018910209,0.000009161096,5.9333075e-7,0.000027702526,0.0020115757],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98098016,0.01590203,0.0003623789,0.00020377494,0.0021220678,0.00042958814],"domain_scores_gemma":[0.99026304,0.007546579,0.00014580844,0.00013052393,0.0015425751,0.0003714581],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.096090004,0.000087937085,0.00022531583,0.00049907895,0.0009414059,0.00076510763,0.0003578082,0.00011620683,0.00014550223],"category_scores_gemma":[0.013732559,0.000055267526,0.00011466268,0.0009826068,0.001803572,0.00071691454,0.000113675174,0.0039431313,0.000026998774],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079841836,0.00018838515,0.044700436,0.0003715191,0.00064991636,0.00033514525,0.29735407,0.000011879179,0.00017516752,0.06652938,0.01600226,0.5728834],"study_design_scores_gemma":[0.0003939938,0.00075005874,0.023806531,0.0010842376,0.00003942425,0.00004149754,0.06634591,0.0001309377,0.00012710696,0.20534867,0.70178014,0.00015152576],"about_ca_topic_score_codex":0.0022212444,"about_ca_topic_score_gemma":0.0037854614,"teacher_disagreement_score":0.68577784,"about_ca_system_score_codex":0.00025482135,"about_ca_system_score_gemma":0.0009301283,"threshold_uncertainty_score":0.9983548},"labels":[],"label_agreement":null},{"id":"W4395062097","doi":"10.1515/9780228019763-001","title":"Tables and Figures","year":2024,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Computer science","score_opus":0.08770901162136013,"score_gpt":0.3644243893015516,"score_spread":0.27671537768019144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395062097","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":[0.0000019652957,0.000043116008,0.00005671364,0.0014711291,0.00018432479,0.0003522699,0.0006661296,0.00016293582,0.99706143],"genre_scores_gemma":[0.000121767465,0.003353135,0.0007549291,0.00008476308,0.00016542054,0.0000011438021,0.000013975846,0.00004329776,0.9954616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975664,0.0005050743,0.00017058276,0.0005696236,0.00072711316,0.000461225],"domain_scores_gemma":[0.99807423,0.0009441086,0.00011300042,0.00027113914,0.0002592386,0.0003382562],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001435421,0.00030203696,0.000394689,0.0002542092,0.0011622562,0.00014307263,0.0004194469,0.0006456108,0.00016435268],"category_scores_gemma":[0.00015948297,0.00031732323,0.00017402478,0.000021741953,0.0017745765,0.00014030354,0.00048653883,0.0010163507,0.000028231068],"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":[0.000028464965,0.0000043316495,5.704227e-7,0.00023178163,0.00014317747,0.0001688427,0.0023889758,4.919453e-7,0.0000026731361,0.9880968,0.006079266,0.0028546795],"study_design_scores_gemma":[0.00012597203,0.00004056131,8.8230274e-7,0.00031989536,0.00009878934,3.816952e-7,0.0012454255,0.000002066177,0.00002083015,0.10179741,0.89602566,0.00032211785],"about_ca_topic_score_codex":0.009115755,"about_ca_topic_score_gemma":0.000030392725,"teacher_disagreement_score":0.8899464,"about_ca_system_score_codex":0.0002503571,"about_ca_system_score_gemma":0.00018658694,"threshold_uncertainty_score":0.9999279},"labels":[],"label_agreement":null},{"id":"W4395461280","doi":"10.1515/9782763755786-001","title":"Acknowledgements","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"","keywords":"Computer science","score_opus":0.3732360645347942,"score_gpt":0.5583235818182627,"score_spread":0.1850875172834685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395461280","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":[2.6898698e-7,0.0008241156,0.0010560277,0.0027076623,0.000517614,0.00012067715,0.00000713813,0.000037906015,0.99472857],"genre_scores_gemma":[0.0000015915397,0.0031490643,0.005849115,0.0002500181,0.000728275,0.0000033883641,0.000010585159,0.000017559465,0.9899904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825007,0.00043699003,0.0001435461,0.00022259339,0.00070640526,0.00024039052],"domain_scores_gemma":[0.9979013,0.0007167183,0.00004825392,0.00016597386,0.0010098265,0.00015789723],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0037043695,0.00010519527,0.00018968074,0.000059077483,0.00032154407,0.00008661263,0.00020943957,0.00032934675,0.20056474],"category_scores_gemma":[0.0022349313,0.00009722506,0.000120969344,0.000031195872,0.0006779361,0.00005084318,0.00010712137,0.00045501042,0.0072443495],"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":[7.2080036e-7,0.0000040314367,9.1378877e-7,0.000016267888,0.000032394604,0.000006909703,0.002037254,6.3170624e-9,9.5104826e-7,0.87107223,0.1001868,0.026641484],"study_design_scores_gemma":[0.00002543166,0.000006926505,8.3489937e-7,0.00004980464,0.0000052718683,2.1371532e-8,0.0007999374,2.1073139e-7,0.0000028855995,0.27032298,0.72869587,0.00008981839],"about_ca_topic_score_codex":0.000044455126,"about_ca_topic_score_gemma":0.0018359922,"teacher_disagreement_score":0.6285091,"about_ca_system_score_codex":0.00011834137,"about_ca_system_score_gemma":0.0007449938,"threshold_uncertainty_score":0.9935286},"labels":[],"label_agreement":null},{"id":"W4396512280","doi":"10.1097/jnc.0000000000000475","title":"Ending the HIV Epidemic: Disrupting Inequities Through HIV Research Centered on Women and Girls","year":2024,"lang":"en","type":"article","venue":"Journal of the Association of Nurses in AIDS Care","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Yale University; National Institutes of Health; National Heart, Lung, and Blood Institute; City University of New York; York University","keywords":"Human immunodeficiency virus (HIV); Medicine; Environmental health; Virology","score_opus":0.22745871237871446,"score_gpt":0.5653698099372975,"score_spread":0.337911097558583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396512280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91092986,0.0031797776,0.000093273906,0.06271313,0.0021269154,0.0003252207,0.000077413315,0.000012238152,0.020542176],"genre_scores_gemma":[0.9939501,0.0011240967,0.0005117323,0.000097421005,0.0004238959,0.00000596304,6.141783e-7,0.000009497854,0.0038766647],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99018687,0.0073476704,0.00046129015,0.00010555532,0.0015211127,0.0003775009],"domain_scores_gemma":[0.98547924,0.013363657,0.00036738717,0.0001087004,0.0006293268,0.000051678482],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030681163,0.00007117397,0.00023896166,0.00017509326,0.000504014,0.00018209181,0.0004328134,0.00011046455,0.000021588685],"category_scores_gemma":[0.026447749,0.000041020066,0.00012179003,0.0006441244,0.0004751669,0.0003297096,0.00010762718,0.0011445722,0.000001907253],"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":[0.00005300185,0.00002890553,0.06412948,0.00014813713,0.00010509464,0.00000454108,0.79470736,0.000044701428,0.00030785942,0.11923227,0.00645618,0.014782461],"study_design_scores_gemma":[0.00034420585,0.00022752589,0.011167742,0.0013831451,0.00001712665,0.0000015312279,0.7933995,0.000050134488,0.00019806606,0.09861177,0.09450643,0.00009281147],"about_ca_topic_score_codex":0.00010668912,"about_ca_topic_score_gemma":0.00009264238,"teacher_disagreement_score":0.088050246,"about_ca_system_score_codex":0.001710968,"about_ca_system_score_gemma":0.000342071,"threshold_uncertainty_score":0.99811774},"labels":[],"label_agreement":null},{"id":"W4396714511","doi":"10.1111/area.12931","title":"Negotiating the insider–outsider dilemma in urban research: Experiences of a graduate student returning home for fieldwork","year":2024,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"IJURR Foundation; Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Foregrounding; Sociology; Insider; Context (archaeology); Politics; Negotiation; Corporate governance; Face (sociological concept); Dilemma; Reflexivity; Public relations; Gender studies; Political science; Social science; Geography","score_opus":0.6775287493072384,"score_gpt":0.6200789527745174,"score_spread":0.057449796532720976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396714511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97873724,0.0018855123,0.0012796604,0.012679381,0.0004071081,0.0005562168,0.000003740469,0.000029672105,0.004421488],"genre_scores_gemma":[0.9977856,0.00021594405,0.0010431351,0.00005958628,0.0002029004,0.00024093613,9.2241237e-7,0.00000885806,0.0004421172],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954349,0.00265164,0.00026408056,0.00022787995,0.00095927337,0.0004622658],"domain_scores_gemma":[0.9855365,0.013943391,0.00004124708,0.00014641305,0.00026456558,0.00006784568],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01939773,0.00006931177,0.00014702896,0.00013599462,0.0005609457,0.0002662546,0.00034321612,0.00007523206,0.000044446235],"category_scores_gemma":[0.008374143,0.000045821143,0.00006726028,0.0007973647,0.0008996503,0.0001948315,0.00011338469,0.00058576756,0.0000030298463],"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":[0.000009400308,0.000015511305,0.0012590007,0.00004400211,0.000013771534,0.0000064015144,0.8717761,0.000015965214,0.000041305255,0.12072915,0.0019185175,0.004170843],"study_design_scores_gemma":[0.00008958102,0.00010074174,0.0018405083,0.00027336727,0.0000031501388,2.1892471e-7,0.9263833,0.0009219235,0.000108588174,0.063223675,0.006970127,0.000084770225],"about_ca_topic_score_codex":0.003288313,"about_ca_topic_score_gemma":0.0011884713,"teacher_disagreement_score":0.057505473,"about_ca_system_score_codex":0.0000681071,"about_ca_system_score_gemma":0.00030147418,"threshold_uncertainty_score":0.9999787},"labels":[],"label_agreement":null},{"id":"W4396852360","doi":"10.7202/1111281ar","title":"Narrative Analysis: Demonstrating the Iterative Process for New Researchers","year":2024,"lang":"en","type":"article","venue":"Narrative Works","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Narrative; Computer science; Process (computing); Iterative and incremental development; Narrative inquiry; Software engineering; Literature; Programming language; Art","score_opus":0.3443652004712475,"score_gpt":0.6013592323332461,"score_spread":0.25699403186199854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396852360","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043527167,0.012903603,0.5517243,0.3124434,0.000882083,0.0048848717,0.000060232265,0.00048408302,0.07309024],"genre_scores_gemma":[0.9797633,0.00018970793,0.0057963976,0.00038909962,0.000929264,0.00042828717,0.000018432314,0.000028998378,0.012456475],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9926825,0.0045882324,0.00035741788,0.0005601219,0.0010654381,0.00074625586],"domain_scores_gemma":[0.98876524,0.009681699,0.000100245474,0.00020522963,0.00091170456,0.00033586743],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.013559682,0.00021310119,0.00033733968,0.00028664674,0.0029431065,0.0010886531,0.00051823014,0.0002459066,0.00047527836],"category_scores_gemma":[0.006378925,0.00014007317,0.00032385034,0.0042451634,0.0018916755,0.0007444383,0.000045183246,0.001320133,0.0000131174775],"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":[0.000059540835,0.000016396523,0.000042157924,0.000027463808,0.00071684254,0.000004378303,0.85182023,0.00020932943,0.000055782035,0.1241723,0.0042965664,0.01857904],"study_design_scores_gemma":[0.00016049805,0.00013370202,0.00003659283,0.00022695896,0.00010367778,2.7252088e-7,0.9130414,0.0040341974,0.00020655489,0.0619424,0.019909844,0.00020391718],"about_ca_topic_score_codex":0.0006313177,"about_ca_topic_score_gemma":0.0064529614,"teacher_disagreement_score":0.93623614,"about_ca_system_score_codex":0.00024963767,"about_ca_system_score_gemma":0.0024368893,"threshold_uncertainty_score":0.9999483},"labels":[],"label_agreement":null},{"id":"W4398209142","doi":"10.1111/medu.15447","title":"Clarity without simplicity: researching lived experience in health professions education","year":2024,"lang":"en","type":"letter","venue":"Medical Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Simplicity; CLARITY; Health professions; Medical education; Psychology; Medicine; Health care; Epistemology; Political science","score_opus":0.3832267323280088,"score_gpt":0.6699733984534757,"score_spread":0.2867466661254669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398209142","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":[0.0018922973,0.0013804766,0.0006232019,0.98405796,0.0026931898,0.0010088859,0.0000063636126,0.000075121636,0.008262483],"genre_scores_gemma":[0.006711755,0.0025200355,0.004076397,0.9460956,0.009020383,0.0011944844,0.00029118708,0.000059890837,0.030030275],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98241204,0.012291014,0.0006608257,0.00066296756,0.0030846382,0.0008884866],"domain_scores_gemma":[0.99630165,0.0022534183,0.00019901877,0.00037393777,0.00039944064,0.00047250814],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.020628497,0.00020162259,0.00038413674,0.00053008675,0.0007928139,0.00023700281,0.0007149913,0.0012008493,0.00076116],"category_scores_gemma":[0.040542115,0.00017949128,0.00008567549,0.001044656,0.0012670698,0.00022895691,0.00016230876,0.0083966525,0.00010572614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037570467,0.000200511,0.00034706967,0.00069075223,0.00000548795,0.000004143428,0.15519063,3.4731425e-8,0.0000013263151,0.0070391754,0.75865656,0.07786054],"study_design_scores_gemma":[0.000045731478,0.000029734012,0.00040782514,0.0027091303,0.0000030158476,0.0000010877882,0.04730467,0.000047764857,7.638095e-7,0.05069761,0.89858705,0.00016562347],"about_ca_topic_score_codex":0.054014433,"about_ca_topic_score_gemma":0.005514183,"teacher_disagreement_score":0.13993049,"about_ca_system_score_codex":0.0014034323,"about_ca_system_score_gemma":0.071044214,"threshold_uncertainty_score":0.993891},"labels":[],"label_agreement":null},{"id":"W4398995750","doi":"10.7910/dvn/swvfv8","title":"Deliberative Archive for: The Qualitative Transparency Deliberations: Insights and Implications","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of British Columbia","funders":"","keywords":"Transparency (behavior); Data science; Qualitative research; Political science; Sociology; Computer science; Social science; Law","score_opus":0.2315487495298081,"score_gpt":0.5058988533571033,"score_spread":0.2743501038272952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398995750","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":[0.0000010010727,0.000050958613,0.059667457,0.0036748217,0.00014011386,0.0014628215,0.9346267,0.00003259179,0.00034352165],"genre_scores_gemma":[0.000009211542,0.012916235,0.012524608,0.0013340551,0.0004035034,0.00076196634,0.97184,0.000019782252,0.0001906143],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935104,0.004473065,0.00045782625,0.0005895801,0.00055630633,0.00041278312],"domain_scores_gemma":[0.983249,0.015121787,0.00023049621,0.0005890671,0.00049280113,0.00031685273],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034133706,0.0002774302,0.00037427273,0.000115264396,0.0025186932,0.00035717015,0.0007987491,0.00025620864,0.00073981646],"category_scores_gemma":[0.0073236544,0.00020808299,0.0001365942,0.00035954922,0.0021915925,0.00042952847,0.00016099223,0.0008217179,0.0019988057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044859677,0.000028679096,1.4353185e-7,0.00006681385,0.00013635868,0.0000013966301,0.10285938,0.0000015019943,0.0000052168057,0.092450805,0.8035467,0.00085810927],"study_design_scores_gemma":[0.0002442009,0.00010545531,0.000006795138,0.000045123787,0.0001387408,4.1646638e-7,0.047031984,0.00003179731,0.0000019023431,0.06416793,0.8879872,0.00023844102],"about_ca_topic_score_codex":0.0025962344,"about_ca_topic_score_gemma":0.017577091,"teacher_disagreement_score":0.08444048,"about_ca_system_score_codex":0.00009005743,"about_ca_system_score_gemma":0.0010463055,"threshold_uncertainty_score":0.9987799},"labels":[],"label_agreement":null},{"id":"W4399155669","doi":"10.1177/16094069241260127","title":"Decolonizing Research Methodologies: Weaving a Third Space With Métissage and Duoethnography","year":2024,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"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":"Weaving; Transformational leadership; Space (punctuation); Sociology; Qualitative research; Epistemology; Engineering ethics; Computer science; Engineering; Anthropology; Political science; Public relations; Philosophy","score_opus":0.9014826499036757,"score_gpt":0.7841439265457438,"score_spread":0.11733872335793183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399155669","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02046847,0.008834181,0.9089751,0.04924335,0.0010334802,0.00022072335,0.000012335015,0.000049443563,0.0111629125],"genre_scores_gemma":[0.043129273,0.002629871,0.9527411,0.00012523338,0.00052674103,0.000015153525,6.46245e-7,0.000025466576,0.0008065439],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9146226,0.08136825,0.00066459365,0.00035005735,0.0024577815,0.00053669524],"domain_scores_gemma":[0.9057988,0.09032359,0.00026841674,0.00011923681,0.0032183018,0.00027164066],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.24367654,0.00017152887,0.0004142543,0.001358316,0.0005114648,0.000694598,0.0007202697,0.00016621788,0.000087008295],"category_scores_gemma":[0.044417284,0.00012511021,0.00018444964,0.0012847377,0.00356116,0.0008712467,0.0001812401,0.0018003585,0.0000052483488],"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":[0.00020011062,0.00002789228,0.00012601676,0.0000575062,0.0005388952,0.00019126898,0.48076716,0.0000054056513,0.0023854899,0.40085843,0.00072367827,0.11411815],"study_design_scores_gemma":[0.00028792868,0.0004838577,0.00029612373,0.0007435432,0.000030787305,0.000039064562,0.4261938,0.00007225014,0.0012017195,0.46155524,0.108914316,0.000181369],"about_ca_topic_score_codex":0.0006892295,"about_ca_topic_score_gemma":0.00020570951,"teacher_disagreement_score":0.19925927,"about_ca_system_score_codex":0.00031489483,"about_ca_system_score_gemma":0.0009033711,"threshold_uncertainty_score":0.9991506},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4399156914","doi":"10.1080/14767724.2024.2352533","title":"Introduction to special issue: Broken mirrors — reflexivity, relationships and complicity in researching education in emergencies","year":2024,"lang":"en","type":"article","venue":"Globalisation Societies and Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Complicity; Reflexivity; Sociology; Political science; Law; Social science","score_opus":0.2455285229594589,"score_gpt":0.5565553207891515,"score_spread":0.31102679782969256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399156914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7988984,0.0011752949,0.0004033736,0.1772375,0.0014264035,0.0005543904,0.000009953618,0.000041394334,0.020253267],"genre_scores_gemma":[0.92909205,0.0077297636,0.018682845,0.00096000504,0.013138908,0.00025916443,0.00013653675,0.00003191939,0.029968837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969628,0.0017433395,0.00027855486,0.00033656118,0.00042253896,0.00025620675],"domain_scores_gemma":[0.99907535,0.00044655937,0.00004070696,0.000096428754,0.00020510585,0.00013582119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00825283,0.0000908059,0.00011962341,0.00029108583,0.0005374873,0.000315874,0.00007882175,0.00012716287,0.00014091021],"category_scores_gemma":[0.0023876936,0.000098793455,0.00002471856,0.0009427438,0.0003458928,0.0006166611,0.000048408438,0.00038898116,0.000021505624],"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":[0.000021998576,0.000103686376,0.019840699,0.00017760576,0.000006628032,1.1725425e-7,0.23314185,0.000010912131,0.00024988636,0.33514366,0.2014953,0.20980766],"study_design_scores_gemma":[0.00005816009,0.000026132486,0.10556707,0.00011780372,0.0000041941994,6.5189295e-7,0.23272267,0.00011232263,0.0000206678,0.15574746,0.5054762,0.00014670569],"about_ca_topic_score_codex":0.011046777,"about_ca_topic_score_gemma":0.009918196,"teacher_disagreement_score":0.30398086,"about_ca_system_score_codex":0.00056058395,"about_ca_system_score_gemma":0.0011854253,"threshold_uncertainty_score":0.9955388},"labels":[],"label_agreement":null},{"id":"W4399201301","doi":"10.29173/wclawr118","title":"Broadening the Community, Strengthening the Movement: An Introduction to the Just Data 2024 Scholarship Issue","year":2024,"lang":"en","type":"article","venue":"The Wrongful Conviction Law Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Movement (music); Political science; Sociology; Art; Law; Aesthetics","score_opus":0.43388921088438637,"score_gpt":0.5663889690461044,"score_spread":0.132499758161718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399201301","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":[0.00086643314,0.062417604,0.0019193881,0.92203134,0.0019592722,0.0017108908,0.00004650103,0.00013539189,0.008913191],"genre_scores_gemma":[0.39605963,0.36388037,0.0026562796,0.15572758,0.040075283,0.001389023,0.00051506294,0.0002889874,0.03940779],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9728927,0.024924245,0.00043269855,0.00034508802,0.0009942031,0.00041103497],"domain_scores_gemma":[0.99330884,0.0040972913,0.0001162054,0.0020955107,0.00027069772,0.000111442285],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.07635437,0.00017316813,0.0002056949,0.000037413356,0.006435486,0.0011584695,0.00290328,0.0000707689,0.0009660159],"category_scores_gemma":[0.0043392475,0.00007248292,0.000088387074,0.0014382735,0.0012618297,0.0008036306,0.0007334542,0.0024442691,0.00041196303],"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":[0.000007370836,0.000020254916,0.0000047978438,0.00038358735,0.000091804555,5.8630184e-7,0.036142584,0.00003480129,0.000030235422,0.7893477,0.054893184,0.1190431],"study_design_scores_gemma":[0.000028897392,0.000042469357,0.00003083723,0.00071014994,0.00012727863,0.0000029301536,0.023140118,0.00030798183,0.0000120979,0.0077939876,0.96770155,0.000101701036],"about_ca_topic_score_codex":0.007713131,"about_ca_topic_score_gemma":0.007742007,"teacher_disagreement_score":0.91280836,"about_ca_system_score_codex":0.00012617439,"about_ca_system_score_gemma":0.00016721438,"threshold_uncertainty_score":0.99994725},"labels":[],"label_agreement":null},{"id":"W4399261492","doi":"10.1123/ssj.2023-0083","title":"A Therapeutic Landscape for Some but Not for All: An Ethnographic Exploration of the Bethlem Royal Hospital Parkrun","year":2024,"lang":"en","type":"article","venue":"Sociology of Sport Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Ethnography; Geography; Sociology; History; Medicine; Archaeology","score_opus":0.245414129135363,"score_gpt":0.5101471058130473,"score_spread":0.26473297667768436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399261492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95652807,0.0029302624,0.008477206,0.03031587,0.0010164813,0.00054309814,0.000052175947,0.000019044774,0.00011780023],"genre_scores_gemma":[0.9940353,0.0007494211,0.004103408,0.00022734779,0.0006396356,0.000044169494,0.000007929087,0.000013072874,0.00017970311],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99830157,0.00052833057,0.0003817629,0.00015060499,0.00030038497,0.00033733743],"domain_scores_gemma":[0.9980065,0.0012279727,0.00023585882,0.00009595344,0.00034298335,0.00009072887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013961479,0.000085089785,0.00026281833,0.00008914693,0.0005038858,0.000022930744,0.0002995825,0.0002195276,0.000029484312],"category_scores_gemma":[0.00043400342,0.000056454584,0.00035406492,0.00010388814,0.0023913246,0.00029791478,0.000018389239,0.0004977067,4.4125886e-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":[0.0001880658,0.00011777812,0.013074596,0.00016926951,0.0004327491,0.0000021904793,0.26127827,0.000024890658,0.00060135184,0.70734566,0.0007857724,0.015979402],"study_design_scores_gemma":[0.000401695,0.00088297616,0.0071028275,0.00006268506,0.000082722,0.0000011959897,0.09740048,0.00028459815,0.0003251343,0.88165796,0.011679527,0.00011822019],"about_ca_topic_score_codex":0.00006802644,"about_ca_topic_score_gemma":0.000054065138,"teacher_disagreement_score":0.1743123,"about_ca_system_score_codex":0.000027095319,"about_ca_system_score_gemma":0.0005515747,"threshold_uncertainty_score":0.8810935},"labels":[],"label_agreement":null},{"id":"W4399400513","doi":"10.1177/16094069241260134","title":"Reconceptualizing the Link Between Validity and Translation in Qualitative Research: Extending the Conversation Beyond Equivalence","year":2024,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":16,"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":"Conversation; Equivalence (formal languages); Link (geometry); Qualitative research; Dynamic and formal equivalence; Psychology; Computer science; Linguistics; Sociology; Natural language processing; Communication; Philosophy; Social science; Machine translation","score_opus":0.9435602896248372,"score_gpt":0.7827804517241326,"score_spread":0.1607798379007046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399400513","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05497613,0.008375496,0.59867865,0.3324111,0.0017449025,0.00055127376,0.0000545838,0.000024580819,0.003183256],"genre_scores_gemma":[0.82596916,0.00457602,0.16624579,0.00021989511,0.0026349262,0.00003108915,0.0000054383845,0.000026010177,0.00029168988],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8411751,0.15436143,0.001121037,0.0003214874,0.0025660528,0.00045491577],"domain_scores_gemma":[0.8225108,0.17506923,0.00035519214,0.00012188416,0.0018159109,0.00012697821],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.32685575,0.00014595292,0.0003054764,0.0005930686,0.00057604414,0.0005055144,0.0008054832,0.00013863541,0.000086939566],"category_scores_gemma":[0.038426433,0.000090313086,0.00016870223,0.0009941792,0.0035986938,0.0010458463,0.00009852794,0.0018636837,0.0000058767723],"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":[0.00003455402,0.0000053424765,0.00006465984,0.000018629513,0.000086566666,0.0000072582316,0.59706104,0.000004273529,0.00029073167,0.16333587,0.00007476151,0.23901628],"study_design_scores_gemma":[0.00017315042,0.00008840926,0.00043923227,0.00025872685,0.000015854237,0.000003308254,0.518427,0.00020575058,0.00029610912,0.45223808,0.027772961,0.00008141842],"about_ca_topic_score_codex":0.0007700012,"about_ca_topic_score_gemma":0.00017857036,"teacher_disagreement_score":0.770993,"about_ca_system_score_codex":0.00046728086,"about_ca_system_score_gemma":0.0006239049,"threshold_uncertainty_score":0.99911296},"labels":[],"label_agreement":null},{"id":"W4399672978","doi":"10.18357/ijcyfs151202421952","title":"THE INVINCIBLE METHODOLOGY: OUR RESEARCH JOURNEY","year":2024,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art history; Art","score_opus":0.7434394007251706,"score_gpt":0.6661459571427529,"score_spread":0.07729344358241763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399672978","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":[0.068429045,0.19270945,0.0032490278,0.71189016,0.006693933,0.00017146638,0.000030456978,0.00002591357,0.016800579],"genre_scores_gemma":[0.81728935,0.17384857,0.003394051,0.0013637594,0.0031497336,0.0000037040932,5.0226e-7,0.000011430103,0.000938898],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9940223,0.0037354766,0.00035599337,0.000122364,0.001470202,0.00029366187],"domain_scores_gemma":[0.9909431,0.006636513,0.00009540896,0.000059440288,0.002139364,0.00012620474],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04097625,0.000074070085,0.00017791844,0.00029892032,0.0011060041,0.0004269371,0.00048429496,0.000062260115,0.0000019789986],"category_scores_gemma":[0.015349299,0.00004219367,0.00010569315,0.00027635993,0.0012147139,0.00024085527,0.00016959752,0.0010074943,0.000005313074],"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":[0.0002557727,0.000046205016,0.001379546,0.000036449976,0.0022273741,0.00017463767,0.4481921,0.0000037398993,0.00012807983,0.31191742,0.058168534,0.17747015],"study_design_scores_gemma":[0.00017199537,0.000119029384,0.0017392338,0.0003190914,0.000021217485,0.000018265167,0.5292534,0.000006637116,0.000039266866,0.14307648,0.32516998,0.000065386426],"about_ca_topic_score_codex":0.0002221516,"about_ca_topic_score_gemma":0.00016440121,"teacher_disagreement_score":0.7488603,"about_ca_system_score_codex":0.00012103297,"about_ca_system_score_gemma":0.00029024688,"threshold_uncertainty_score":0.99294484},"labels":[],"label_agreement":null},{"id":"W4399829746","doi":"10.56105/cjsae.v36i01.5767","title":"Navigating Ruling Relations in Institutional Ethnographic Fieldwork","year":2024,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Ethnography; Sociology; Political science; Anthropology","score_opus":0.15326899964930754,"score_gpt":0.5454532248921653,"score_spread":0.3921842252428578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399829746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94738704,0.0019495669,0.0023435508,0.042552438,0.002753378,0.0006306519,0.000007645517,0.000006935135,0.0023688015],"genre_scores_gemma":[0.9979178,0.0000982811,0.0012723559,0.00006607522,0.00037864735,0.00003766859,0.0000017063412,0.0000041369094,0.0002233355],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988813,0.00045330508,0.00020377857,0.00007728693,0.00020087254,0.00018349847],"domain_scores_gemma":[0.99783397,0.0015473502,0.00004524536,0.00005590248,0.00036420542,0.00015333715],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0040405383,0.000040307892,0.00005905388,0.00013604113,0.0018456342,0.00014121177,0.0001561214,0.0000488527,0.00004222883],"category_scores_gemma":[0.0036882772,0.00003200737,0.00004962871,0.00064461184,0.0002611855,0.00017163738,0.0000033838544,0.0006334747,0.0000018571042],"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":[0.0000040263926,0.000054521905,0.015292062,0.000028305405,0.000042320407,0.000001491337,0.57471716,0.00044493817,0.0000035337334,0.24275853,0.00078188244,0.16587122],"study_design_scores_gemma":[0.00014496072,0.00009750909,0.012125406,0.00066209066,0.000022798798,0.0000028912327,0.86973554,0.00044162723,0.0000022923887,0.09030713,0.026374122,0.00008361676],"about_ca_topic_score_codex":0.107982576,"about_ca_topic_score_gemma":0.47296512,"teacher_disagreement_score":0.36498255,"about_ca_system_score_codex":0.00018359671,"about_ca_system_score_gemma":0.004970252,"threshold_uncertainty_score":0.99945384},"labels":[],"label_agreement":null},{"id":"W4399889961","doi":"10.22316/poc/09.1.00","title":"Front Matter with Editor's Introduction","year":2024,"lang":"en","type":"paratext","venue":"Philosophy of Coaching An International Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Front (military); Geology; Oceanography","score_opus":0.09644140325229686,"score_gpt":0.47918638746283737,"score_spread":0.3827449842105405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399889961","genre_codex":"other","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":[0.0010659841,0.0017325918,0.023602104,0.27553615,0.106849216,0.0003118291,0.00035771442,0.00004844201,0.59049594],"genre_scores_gemma":[0.044075727,0.0047139367,0.024852859,0.0014873978,0.81216705,0.00003020366,0.0003314914,0.00018228735,0.112159066],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943045,0.0021248148,0.00048129968,0.0003408737,0.0024511053,0.00029741068],"domain_scores_gemma":[0.99735105,0.00040359385,0.00045825363,0.00017280038,0.001380066,0.00023421607],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0056364387,0.00021746158,0.000340719,0.0005446463,0.00042046537,0.0006525347,0.00095232803,0.0002601765,0.0066589117],"category_scores_gemma":[0.0004174686,0.00017376825,0.0001885779,0.0001058568,0.00080005685,0.0007111604,0.000079056685,0.0023947721,0.0022831282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026520214,0.00013393223,0.00004608572,0.00011411079,0.0006979232,0.000025047404,0.0154030165,0.00021990036,0.000037053553,0.032155536,0.94801563,0.0028865836],"study_design_scores_gemma":[0.0001698297,0.0001943682,0.000025340238,0.00061689556,0.000043042455,0.000034957397,0.0012946888,0.000031449097,0.000023734616,0.09275173,0.90458035,0.00023359443],"about_ca_topic_score_codex":0.00066611584,"about_ca_topic_score_gemma":0.000051887706,"teacher_disagreement_score":0.7053178,"about_ca_system_score_codex":0.0003863641,"about_ca_system_score_gemma":0.00069942034,"threshold_uncertainty_score":0.9999067},"labels":[],"label_agreement":null},{"id":"W4400296466","doi":"10.3329/bsmmuj.v17i2.73249","title":"Decoding research: Philosophical pillars of research paradigms","year":2024,"lang":"en","type":"article","venue":"Bangabandhu Sheikh Mujib Medical University Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Decoding methods; Epistemology; Telecommunications; Computer science","score_opus":0.6100945229172587,"score_gpt":0.6337043457061422,"score_spread":0.02360982278888346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400296466","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":[0.24925648,0.007894884,0.014892163,0.44080004,0.0023406316,0.00081812666,0.00005715271,0.0002562936,0.28368422],"genre_scores_gemma":[0.9772006,0.014553832,0.002425518,0.00008529369,0.0020257914,0.0000010096646,0.0000029527039,0.000026907846,0.0036780746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9735188,0.016864968,0.00040584657,0.00041198108,0.007517613,0.0012808117],"domain_scores_gemma":[0.98121685,0.015253347,0.000060518578,0.00023120345,0.0015731701,0.0016649273],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.09827356,0.0001329769,0.00033403726,0.0013418715,0.0028583948,0.00028543937,0.0013044892,0.0005313735,0.0025176124],"category_scores_gemma":[0.024134755,0.000118399104,0.00025786387,0.0029284612,0.008093766,0.00052728166,0.00036977202,0.0062373816,0.000099668876],"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":[0.00013568209,0.00013417288,0.00034164154,0.00013220223,0.00011941075,0.0028446438,0.024184786,0.0000015921507,0.00012519654,0.91696775,0.020734318,0.03427861],"study_design_scores_gemma":[0.0006392701,0.00036974132,0.00032718186,0.001357842,0.000022032378,0.00010600473,0.04694887,0.000553737,0.00008332656,0.27412924,0.67524195,0.000220839],"about_ca_topic_score_codex":0.0008831733,"about_ca_topic_score_gemma":0.00037094275,"teacher_disagreement_score":0.72794414,"about_ca_system_score_codex":0.00072558783,"about_ca_system_score_gemma":0.005197181,"threshold_uncertainty_score":0.9984397},"labels":[],"label_agreement":null},{"id":"W4400296524","doi":"10.3329/bsmmuj.v17i2.73973","title":"Paradigms of approaches to research","year":2024,"lang":"en","type":"article","venue":"Bangabandhu Sheikh Mujib Medical University Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Engineering ethics; Management science; Engineering","score_opus":0.8169174001401219,"score_gpt":0.5752868449149318,"score_spread":0.24163055522519017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400296524","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":[0.22544788,0.0040173074,0.108400635,0.31279266,0.0019133125,0.00085432857,0.0000689887,0.00018537971,0.3463195],"genre_scores_gemma":[0.98056006,0.0021396857,0.005390243,0.00011813453,0.0011428444,0.0000010050161,0.000002768773,0.000019201296,0.010626028],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.990589,0.0051596817,0.00022476117,0.00024946264,0.003139341,0.0006377207],"domain_scores_gemma":[0.9945239,0.0037172225,0.000034388988,0.00013594498,0.0003176952,0.0012708432],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.034426488,0.000088844514,0.00021867848,0.0005959977,0.0010264898,0.00014854556,0.00079553726,0.00024873205,0.0018989199],"category_scores_gemma":[0.0062083667,0.000076974764,0.00016123138,0.0015202805,0.002006778,0.00030036087,0.00017912447,0.0019391426,0.000080540005],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081793296,0.000076642165,0.00023178743,0.00007725801,0.0000904215,0.00070385874,0.06507945,0.000004435504,0.000043925203,0.8305113,0.026659088,0.07644009],"study_design_scores_gemma":[0.00026315553,0.00019241273,0.00037599917,0.00040829656,0.00001499123,0.000027332257,0.056113336,0.00021442046,0.000063463674,0.023520077,0.9186738,0.00013269437],"about_ca_topic_score_codex":0.0009260178,"about_ca_topic_score_gemma":0.0006326929,"teacher_disagreement_score":0.89201474,"about_ca_system_score_codex":0.0003215795,"about_ca_system_score_gemma":0.0027704546,"threshold_uncertainty_score":0.9990135},"labels":[],"label_agreement":null},{"id":"W4400327978","doi":"10.1007/978-3-031-58370-4_4","title":"Disrupting Truth in Theory Production in the Shadow of COVID-19","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Algoma University","funders":"","keywords":"Shadow (psychology); Coronavirus disease 2019 (COVID-19); Production (economics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Economics; Virology; Medicine; Psychoanalysis; Outbreak; Microeconomics","score_opus":0.11539070868086472,"score_gpt":0.5486906390350443,"score_spread":0.43329993035417963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400327978","genre_codex":"other","genre_gemma":"review","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":[0.0039189467,0.28314754,0.0005142041,0.062671445,0.0036282588,0.0045836414,0.00030725956,0.00007978532,0.6411489],"genre_scores_gemma":[0.29325476,0.6609511,0.0017968328,0.0022029616,0.0010585987,0.00021849462,0.0002139587,0.000059955826,0.040243365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974577,0.0012116769,0.00038843634,0.00028238495,0.00041693135,0.00024288987],"domain_scores_gemma":[0.9985154,0.0011330337,0.00015487004,0.000076257464,0.000017641323,0.00010278522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012422138,0.0001037557,0.00020744505,0.0002492582,0.00023068365,0.000017807606,0.00009228383,0.00011638412,0.000029354565],"category_scores_gemma":[0.0009934262,0.00008017668,0.000030514815,0.00018293006,0.00062501204,0.00023254013,0.000025949215,0.0006606266,0.0000016614459],"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":[0.00009379597,0.000021172276,0.00019261877,0.0005666154,0.0000025475056,0.000002667672,0.07461773,0.000009718951,7.4708726e-7,0.72940016,0.000040580995,0.19505166],"study_design_scores_gemma":[0.00016203806,0.0001451179,0.000061675426,0.00096809544,0.0000020294387,0.0000013584705,0.06529591,0.000017842776,8.415999e-7,0.7343434,0.19891997,0.00008171448],"about_ca_topic_score_codex":0.0014335802,"about_ca_topic_score_gemma":0.014827366,"teacher_disagreement_score":0.60090554,"about_ca_system_score_codex":0.0005058307,"about_ca_system_score_gemma":0.00042852105,"threshold_uncertainty_score":0.8274018},"labels":[],"label_agreement":null},{"id":"W4400362487","doi":"10.1016/j.jneb.2024.05.001","title":"A Reflection on the Past for a More Inclusive Future","year":2024,"lang":"en","type":"editorial","venue":"Journal of Nutrition Education and Behavior","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Reflection (computer programming); Psychology; Computer science","score_opus":0.11293729439860822,"score_gpt":0.5683952839871711,"score_spread":0.4554579895885629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400362487","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":[0.002015183,0.0021964917,0.000105333485,0.15124102,0.84297717,0.0009029202,0.00013896628,0.0000117315385,0.0004112126],"genre_scores_gemma":[0.00041790892,0.0056770844,0.0020353314,0.00023721934,0.9884677,0.00045386085,0.000044641125,0.000019534871,0.0026467114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764776,0.0008366193,0.00031666248,0.00013999289,0.00091205194,0.00014691954],"domain_scores_gemma":[0.99506086,0.0023404132,0.0003533523,0.00007502859,0.0020474403,0.00012289816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044168746,0.00011262526,0.00019517048,0.00026621917,0.00063257624,0.0002529915,0.0001607489,0.00047204277,0.000040204544],"category_scores_gemma":[0.0023965035,0.000074451,0.00017040572,0.00025571318,0.0002813368,0.00013723009,0.000016117725,0.0012226567,0.000002969523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044331144,0.001091683,0.0000016755645,0.00019265975,0.000016660366,0.0000012414646,0.011374723,1.2478232e-8,0.000031686683,0.004885477,0.9656315,0.016728336],"study_design_scores_gemma":[0.00018170901,0.00031669668,0.000033249282,0.00049098773,0.0001452252,0.0000027651072,0.06353918,2.3685811e-7,0.00000775781,0.010974327,0.9242303,0.0000776075],"about_ca_topic_score_codex":0.0000462009,"about_ca_topic_score_gemma":0.000059572216,"teacher_disagreement_score":0.1510038,"about_ca_system_score_codex":0.0003657337,"about_ca_system_score_gemma":0.001848185,"threshold_uncertainty_score":0.5311903},"labels":[],"label_agreement":null},{"id":"W4400444445","doi":"10.5465/amproc.2024.11782symposium","title":"Keeping Qualitative Weird: Resisting the Objectification of Qualitative Research","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Quest University Canada","funders":"","keywords":"Objectification; Qualitative research; Psychology; Sociology; Epistemology; Philosophy; Social science","score_opus":0.6454141270927171,"score_gpt":0.6868811498176894,"score_spread":0.04146702272497238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400444445","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":[0.1317399,0.0053100083,0.006425579,0.23855543,0.0002600242,0.003316364,0.000030947103,0.00028383234,0.6140779],"genre_scores_gemma":[0.98048043,0.0017873297,0.010985487,0.00011709548,0.00018323897,0.00014285685,0.0000013570384,0.00002340193,0.006278777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99149567,0.0044200975,0.0006772076,0.0004712158,0.0023553623,0.00058047264],"domain_scores_gemma":[0.9876414,0.011250704,0.00023767371,0.000083017185,0.00070044136,0.000086773296],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.121998206,0.00012287729,0.00024337949,0.0005321603,0.0009552594,0.00015618294,0.00074019824,0.00015628865,0.000042837626],"category_scores_gemma":[0.007680839,0.000095979914,0.000109069835,0.0025918547,0.0030762048,0.00058073824,0.0002448958,0.001028847,0.000022692027],"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":[0.000018352854,0.000014290715,0.0000047988074,0.0007481211,0.0000804946,2.0527676e-7,0.4295212,3.287193e-7,0.000606379,0.5563453,0.0030066515,0.0096538775],"study_design_scores_gemma":[0.000057138255,0.000040576695,0.00016026311,0.000526051,0.000020238609,7.194802e-8,0.61644936,0.000053317945,0.001307406,0.33777842,0.043529198,0.00007795406],"about_ca_topic_score_codex":0.0005901804,"about_ca_topic_score_gemma":0.000011506871,"teacher_disagreement_score":0.8487406,"about_ca_system_score_codex":0.00017286855,"about_ca_system_score_gemma":0.00010825134,"threshold_uncertainty_score":0.9996368},"labels":[],"label_agreement":null},{"id":"W4400444909","doi":"10.5465/amproc.2024.13327symposium","title":"Ethnographic Tales and Tools: Resistance, Risks, and Rewards in Fieldwork","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Kellogg's (Canada); Quest University Canada","funders":"","keywords":"Ethnography; Resistance (ecology); Sociology; Anthropology; Biology; Ecology","score_opus":0.27582596621366745,"score_gpt":0.5139515968374877,"score_spread":0.23812563062382025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400444909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6726027,0.023674946,0.0002076718,0.09822672,0.00008466905,0.0008407592,0.0000061065884,0.00013616549,0.20422027],"genre_scores_gemma":[0.9478699,0.041946918,0.00623945,0.00024224322,0.00007057848,0.000036733178,3.1485564e-7,0.000009246505,0.003584646],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987629,0.000107017375,0.00019716648,0.00026966623,0.00041176687,0.00025145468],"domain_scores_gemma":[0.9993216,0.0005202136,0.00003953941,0.000022134807,0.000027052847,0.00006949662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070387577,0.000079702266,0.00013963344,0.00028098974,0.00015549436,0.00019761368,0.00015057989,0.00014640811,0.000011787197],"category_scores_gemma":[0.00045667076,0.00007388488,0.00002666628,0.00073305576,0.0008027644,0.0005875079,0.00012254876,0.00041425406,0.0000010650236],"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":[0.000014378091,0.000007938018,0.0017379693,0.0011266201,0.0000315135,0.0000020054354,0.016795563,5.043423e-8,0.00003073156,0.91387784,0.0034179254,0.06295749],"study_design_scores_gemma":[0.00018248837,0.000026812872,0.037376635,0.0010868008,0.000027061289,1.806852e-7,0.046924353,0.00002532041,0.00005742068,0.40075922,0.51336414,0.00016959503],"about_ca_topic_score_codex":0.0000900599,"about_ca_topic_score_gemma":0.000060910195,"teacher_disagreement_score":0.5131186,"about_ca_system_score_codex":0.000019375018,"about_ca_system_score_gemma":0.000012876836,"threshold_uncertainty_score":0.30129382},"labels":[],"label_agreement":null},{"id":"W4400770882","doi":"10.7202/1112382ar","title":"Décolonialité et sociologie clinique : repenser le rapport à l’objet de recherche","year":2022,"lang":"fr","type":"article","venue":"Cahiers de recherche sociologique","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","score_opus":0.8118302999961827,"score_gpt":0.6281700800913971,"score_spread":0.18366021990478565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400770882","genre_codex":"commentary","genre_gemma":"methods","domain_codex":"methods","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":[0.12894423,0.016477743,0.1096478,0.52988166,0.0019715056,0.0021186292,0.00038700778,0.000786368,0.20978501],"genre_scores_gemma":[0.050112177,0.13476494,0.47148758,0.06318632,0.0014701798,0.002277257,0.00018880628,0.00026699173,0.27624574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.40793827,0.5862582,0.0010970994,0.001267132,0.0007950376,0.0026442867],"domain_scores_gemma":[0.86239827,0.13469969,0.0006891945,0.0008178043,0.0005324847,0.0008625764],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.5600876,0.00061894074,0.0011494377,0.00018190606,0.0028073348,0.00012536609,0.0017775487,0.016815007,0.0013467581],"category_scores_gemma":[0.1808525,0.0006845814,0.00088636565,0.0014528967,0.011266061,0.00033840557,0.00054481096,0.055828605,0.00008332389],"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":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00022407784,0.00048468242,0.0010018733,0.00018081539,0.0003793387,0.00020235105,0.21778297,0.00013520394,0.0015411823,0.6885711,0.03540967,0.05408672],"study_design_scores_gemma":[0.00040188862,0.0006066072,0.00022269618,0.000032159853,0.000051084735,0.000028225157,0.15369183,0.0001414702,0.0003257367,0.58390933,0.2600497,0.0005392724],"about_ca_topic_score_codex":0.0034684623,"about_ca_topic_score_gemma":0.00019817389,"teacher_disagreement_score":0.46669537,"about_ca_system_score_codex":0.02031983,"about_ca_system_score_gemma":0.05060428,"threshold_uncertainty_score":0.99956614},"labels":[],"label_agreement":null},{"id":"W4400951575","doi":"10.14324/lre.22.1.26","title":"Grounded in liquidity: writing and identity in third space","year":2024,"lang":"en","type":"article","venue":"London Review of Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Queen's University","funders":"","keywords":"Identity (music); Grounded theory; Space (punctuation); Sociology; Linguistics; Qualitative research; Aesthetics; Art; Anthropology; Philosophy","score_opus":0.12495523006766877,"score_gpt":0.579032013255448,"score_spread":0.45407678318777916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400951575","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":[0.32905442,0.58517325,0.0005087009,0.058548283,0.00051269255,0.00071112043,0.000002056762,0.000020257336,0.025469188],"genre_scores_gemma":[0.370729,0.6241026,0.0038844494,0.0004773312,0.00015395375,0.000053639797,0.0000043417876,0.000006217275,0.0005884746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99760365,0.0016344916,0.00024230726,0.00013370106,0.00026080105,0.00012503647],"domain_scores_gemma":[0.9988302,0.0009194063,0.000046098914,0.000069099144,0.00009361306,0.00004160395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013076812,0.00004184109,0.00014984443,0.000115386,0.00004726174,0.000059393926,0.000078522404,0.000044122637,0.000043290922],"category_scores_gemma":[0.0040347646,0.000039510316,0.00002778608,0.00076923886,0.00016589028,0.0004202218,0.000023313927,0.00020684027,0.000005947346],"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":[0.0000021492585,0.000074559925,0.0017037052,0.012720088,0.0000030097947,0.0000011778571,0.01743385,5.5348043e-8,0.000096136646,0.8317382,0.00078796415,0.13543911],"study_design_scores_gemma":[0.00023472027,0.00009160299,0.03548741,0.096788816,0.000028722337,0.0000020565503,0.053442806,0.00007945045,0.00012549722,0.54243565,0.27094015,0.00034308506],"about_ca_topic_score_codex":0.0062465225,"about_ca_topic_score_gemma":0.0050471546,"teacher_disagreement_score":0.28930253,"about_ca_system_score_codex":0.000110789755,"about_ca_system_score_gemma":0.00068460783,"threshold_uncertainty_score":0.94429153},"labels":[],"label_agreement":null},{"id":"W4401004183","doi":"10.1515/9781772840742-008","title":"6 Coming Home through Métis Research","year":2024,"lang":"en","type":"book-chapter","venue":"University of Manitoba Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":0.49032904091267754,"score_gpt":0.4808497843091246,"score_spread":0.009479256603552921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401004183","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":[0.00006612344,0.0010701866,0.0004023172,0.00061958254,0.00025738252,0.00042923226,0.000119125056,0.00008176743,0.99695426],"genre_scores_gemma":[0.00076313,0.0020072763,0.0026321406,0.000016141297,0.00028402146,4.5924952e-7,0.000006822212,0.000038351533,0.99425167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604076,0.0010737312,0.00019257054,0.00046329218,0.001653476,0.00057616236],"domain_scores_gemma":[0.9963955,0.0021601752,0.00012492214,0.0003707326,0.00077396975,0.00017467863],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00622257,0.00019517506,0.0004058207,0.00026646047,0.0011152007,0.00010083561,0.00094276736,0.00061253476,0.00022952857],"category_scores_gemma":[0.0001741789,0.00023075978,0.00023325524,0.000029729927,0.0047699325,0.000123157,0.0007877877,0.0018086266,0.00013068531],"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":[0.000037245696,0.000007433512,0.0000010434719,0.00027429007,0.00013020282,0.00014520185,0.03258706,3.1992911e-7,0.000009771241,0.95074034,0.008997667,0.0070694224],"study_design_scores_gemma":[0.00009217867,0.00004677286,0.0000013784294,0.00041053095,0.000035840265,3.9962524e-7,0.018430298,0.0000021219028,0.000013787155,0.32431892,0.6564934,0.0001543845],"about_ca_topic_score_codex":0.0457543,"about_ca_topic_score_gemma":0.038498092,"teacher_disagreement_score":0.64749575,"about_ca_system_score_codex":0.0003664167,"about_ca_system_score_gemma":0.00051134825,"threshold_uncertainty_score":0.9979385},"labels":[],"label_agreement":null},{"id":"W4401005018","doi":"10.1515/9780887552939-012","title":"CHAPTER 10 I Serve You and We Serve Each Other: Honouring the Reciprocity of Métis Relationships in Research","year":2022,"lang":"en","type":"book-chapter","venue":"University of Manitoba Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Reciprocity (cultural anthropology); Psychology; Social psychology","score_opus":0.5782654645181109,"score_gpt":0.44187475090518097,"score_spread":0.13639071361292993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401005018","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":[0.006907481,0.000765794,0.00005255868,0.0016956169,0.00005412973,0.0007709304,0.00014472855,0.00002104668,0.9895877],"genre_scores_gemma":[0.07146113,0.005126205,0.0022645637,0.000026114883,0.00017905046,0.0000051966394,0.000012662419,0.00006796204,0.92085713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99441165,0.0033963278,0.00026244237,0.00037266716,0.0011915669,0.0003653396],"domain_scores_gemma":[0.9956875,0.0030833427,0.00027375095,0.00036485333,0.00048058608,0.00010998014],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0151720345,0.00015805768,0.00034816263,0.00031956154,0.0014819741,0.00003407149,0.000770313,0.00034746184,0.00038479717],"category_scores_gemma":[0.00048952206,0.00016180734,0.00012181881,0.00004450592,0.0027336888,0.0001318991,0.00082223915,0.0020460258,0.0000036898741],"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":[0.00012579939,0.000015824153,0.0003721755,0.00018287847,0.000072220406,0.00001639188,0.068419375,0.0000034718178,0.000009617068,0.92533505,0.00016219284,0.005284989],"study_design_scores_gemma":[0.00036220747,0.00012741127,0.0005754662,0.00040774868,0.000037471942,7.034318e-7,0.059649862,0.0000145045005,0.00003442202,0.107076816,0.8314806,0.000232784],"about_ca_topic_score_codex":0.076089896,"about_ca_topic_score_gemma":0.09934562,"teacher_disagreement_score":0.8313184,"about_ca_system_score_codex":0.00022514074,"about_ca_system_score_gemma":0.00024117227,"threshold_uncertainty_score":0.9999803},"labels":[],"label_agreement":null},{"id":"W4401016982","doi":"10.3138/jcfs.54.4.01","title":"Editorial Comments","year":2024,"lang":"en","type":"editorial","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Political science","score_opus":0.4002374551680661,"score_gpt":0.6292559012882707,"score_spread":0.2290184461202046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401016982","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":[0.000064328175,0.03622733,0.000101998754,0.0024936886,0.9493317,0.00019574736,0.0001016434,0.00002033117,0.011463254],"genre_scores_gemma":[0.00009921727,0.02917371,0.0011013646,0.00005102643,0.9658736,0.0000111953095,0.00000515508,0.00002397575,0.0036607552],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98811305,0.00516466,0.0010445105,0.000266589,0.004903443,0.00050776073],"domain_scores_gemma":[0.96826977,0.02225139,0.0009662078,0.00015853831,0.008107374,0.00024671044],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017612146,0.0003527578,0.0015944205,0.00036268908,0.00071420975,0.00029314897,0.00076756685,0.00066034554,0.000014289537],"category_scores_gemma":[0.012602378,0.0002583804,0.00046670396,0.00047393577,0.0024797062,0.00032451644,0.0002457657,0.003989203,0.000090390284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013292614,0.000059370017,0.0000022197655,0.00014225669,0.0015602671,0.000021204733,0.07862522,0.0000016169812,0.000008601255,0.003113499,0.9161262,0.00020665629],"study_design_scores_gemma":[0.00036025155,0.000436783,0.000002753164,0.0008154663,0.00016082184,1.5036487e-7,0.082079075,5.280857e-7,0.0000032278988,0.03329823,0.88262755,0.00021515548],"about_ca_topic_score_codex":0.00016671556,"about_ca_topic_score_gemma":0.00022811168,"teacher_disagreement_score":0.033498608,"about_ca_system_score_codex":0.00079770124,"about_ca_system_score_gemma":0.002939121,"threshold_uncertainty_score":0.9999868},"labels":[],"label_agreement":null},{"id":"W4401106916","doi":"10.2110/sepmfg.15.02","title":"Purpose of the Field Trip","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McMaster University","funders":"","keywords":"Field (mathematics); Mathematics","score_opus":0.30557735605499337,"score_gpt":0.5366652866023116,"score_spread":0.23108793054731824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401106916","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":[6.029529e-7,0.00019048889,0.0010097479,0.06521352,0.00015311918,0.00021294616,0.000009508661,0.0000135281725,0.93319654],"genre_scores_gemma":[0.00039621623,0.0006660367,0.0015047657,0.0021022167,0.00023844407,0.0000024352728,6.1601054e-7,0.000009904358,0.99507934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837935,0.0005022019,0.0001727598,0.00013376623,0.00068428443,0.00012763076],"domain_scores_gemma":[0.9964357,0.0030521187,0.00009898173,0.0001683515,0.000156624,0.00008825131],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002429027,0.000078675715,0.00019262078,0.000024528887,0.00018255805,0.000020959047,0.00042011123,0.00028300067,0.0032394878],"category_scores_gemma":[0.0040975288,0.000048387217,0.00019115373,0.000047272457,0.000744083,0.000027364062,0.00011179139,0.00059001864,0.000053244643],"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":[0.00000502803,0.0000020044401,0.0000020821208,0.000023458946,0.000015358108,8.1120294e-7,0.0035703715,1.8952681e-8,0.0000061234246,0.9536076,0.022542974,0.020224173],"study_design_scores_gemma":[0.000022452825,0.000025341931,0.0000016538798,0.000029753703,0.0000052786736,1.6619177e-8,0.00047998043,6.538732e-7,0.00005342082,0.37030867,0.6290305,0.000042280295],"about_ca_topic_score_codex":0.00069510133,"about_ca_topic_score_gemma":0.00075554254,"teacher_disagreement_score":0.6064875,"about_ca_system_score_codex":0.000025138415,"about_ca_system_score_gemma":0.00047252313,"threshold_uncertainty_score":0.99767166},"labels":[],"label_agreement":null},{"id":"W4401356104","doi":"10.1080/01490400.2024.2387706","title":"Researching Leisure in the Aftermath of Trauma: An Auto-Ethnography of Loss, Fear, and Working with Refugee Families","year":2024,"lang":"en","type":"article","venue":"Leisure Sciences","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of British Columbia","funders":"BC Children's Hospital","keywords":"Refugee; Ethnography; Sociology; Gender studies; Psychology; Criminology; Political science; Anthropology","score_opus":0.24396235364540944,"score_gpt":0.5152119988224604,"score_spread":0.27124964517705097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401356104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864352,0.0024756922,0.00032966415,0.004211308,0.000056309527,0.00025117456,0.0000076095303,0.000024135968,0.0062089027],"genre_scores_gemma":[0.99366426,0.00050739205,0.0057071866,0.000012394233,0.00005212472,0.0000116657175,4.978778e-7,0.0000055806026,0.000038910068],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942981,0.0032085571,0.000244135,0.00032496158,0.001505539,0.00041868014],"domain_scores_gemma":[0.997083,0.0025097858,0.00006824506,0.00015940313,0.00010170088,0.00007787395],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.027509658,0.00010021555,0.00022919574,0.000393533,0.0005879546,0.0003010376,0.0006195215,0.000083171406,0.000007630134],"category_scores_gemma":[0.0004750435,0.000056652287,0.000050354847,0.002615301,0.0077915727,0.00056785904,0.000055459193,0.0005118685,4.210364e-7],"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":[0.000049080063,0.000083150626,0.24914666,0.00037154957,0.000025186924,0.000028946559,0.36903587,0.000025312793,0.001073239,0.28590313,0.000031551677,0.09422632],"study_design_scores_gemma":[0.00040815386,0.0016020885,0.37012804,0.0024572036,0.000028693881,0.000009192773,0.4821163,0.001548842,0.0006683676,0.1179737,0.0226097,0.00044971085],"about_ca_topic_score_codex":0.0028096922,"about_ca_topic_score_gemma":0.008525639,"teacher_disagreement_score":0.16792943,"about_ca_system_score_codex":0.000014961026,"about_ca_system_score_gemma":0.00043447356,"threshold_uncertainty_score":0.99490863},"labels":[],"label_agreement":null},{"id":"W4401395734","doi":"10.1177/14687941241264677","title":"North-South research collaboration during complex global emergencies: Qualitative knowledge production and sharing during COVID-19","year":2024,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Sociology; Public relations; Qualitative research; Political science; Multinational corporation; Latin Americans; Public administration; Law; Social science","score_opus":0.7438499382076558,"score_gpt":0.737893983678502,"score_spread":0.005955954529153762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401395734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9397735,0.004848095,0.0012298705,0.03750392,0.0004403809,0.0023104602,0.00035687847,0.0003606651,0.013176203],"genre_scores_gemma":[0.98202187,0.0017642851,0.002160509,0.000021266564,0.0009237515,0.00052698335,0.000042658357,0.000060487357,0.012478194],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9159758,0.07390637,0.00092708133,0.0018998655,0.0049544703,0.0023364055],"domain_scores_gemma":[0.9724846,0.018589092,0.00013536114,0.000647726,0.0065473174,0.00159591],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.13780631,0.00035062272,0.0005188142,0.0014157542,0.00842548,0.0013402612,0.0007902705,0.00031811898,0.00043723124],"category_scores_gemma":[0.09796226,0.00034390623,0.00013196669,0.011010338,0.008330206,0.0013381424,0.00080736016,0.002459852,0.00035156115],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002616311,0.00008793093,0.0006043422,0.0017852923,0.00011457186,0.00003088284,0.76080525,0.000011491178,0.0013505785,0.23212126,0.0024643815,0.00036236012],"study_design_scores_gemma":[0.00030599837,0.00018371143,0.0020295244,0.0003126935,0.000007555015,0.0000029989455,0.8789326,0.00014374047,0.0002517424,0.104416765,0.0130409645,0.0003717138],"about_ca_topic_score_codex":0.0059423936,"about_ca_topic_score_gemma":0.031868815,"teacher_disagreement_score":0.1277045,"about_ca_system_score_codex":0.0043783025,"about_ca_system_score_gemma":0.004299622,"threshold_uncertainty_score":0.9999013},"labels":[],"label_agreement":null},{"id":"W4401395760","doi":"10.1177/14687941241264473","title":"But where's the body? Bodies, time, money, and the political economy of post-pandemic field research","year":2024,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Dalhousie University; Université de Montréal; University of British Columbia; York University; Carleton University; Saint Mary's University; St. Thomas University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Notice; Politics; Norm (philosophy); Sociology; Underpinning; Field research; Field (mathematics); Public relations; Political economy; Political science; Environmental ethics; Social science; Law","score_opus":0.4365221344450209,"score_gpt":0.6675999920764029,"score_spread":0.23107785763138194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401395760","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":[0.019118108,0.013650662,0.00061284204,0.6102449,0.00010640691,0.0016053776,0.00009684662,0.000064809734,0.35450006],"genre_scores_gemma":[0.96460533,0.0032245382,0.0011813632,0.0010813887,0.000849247,0.00047828094,0.000008167803,0.0000579074,0.028513748],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9085223,0.08576454,0.0005658729,0.0005834584,0.002822251,0.0017415627],"domain_scores_gemma":[0.7811414,0.21526395,0.000045806817,0.00046184292,0.0027173376,0.00036967045],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.19016284,0.00016489644,0.00039593567,0.00044815821,0.0022561958,0.00061349006,0.0010241031,0.00026323323,0.00049777824],"category_scores_gemma":[0.0451038,0.000091744194,0.00016647551,0.0012023017,0.023112426,0.00033187072,0.00059767236,0.0034319055,0.00024508074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022690193,0.000026817519,0.000020854015,0.0001832172,0.00009379548,0.000006765932,0.21811543,5.2398082e-8,0.00028009387,0.76564157,0.0118491035,0.0035553821],"study_design_scores_gemma":[0.00021447513,0.00027628063,0.000023790997,0.00011614238,0.0000057394755,0.000001393482,0.35258946,0.00019013257,0.00022571419,0.5875886,0.058688175,0.00008007997],"about_ca_topic_score_codex":0.026077753,"about_ca_topic_score_gemma":0.0014580623,"teacher_disagreement_score":0.94548726,"about_ca_system_score_codex":0.00029408635,"about_ca_system_score_gemma":0.0024155513,"threshold_uncertainty_score":0.99904275},"labels":[],"label_agreement":null},{"id":"W4401442861","doi":"10.1177/14661381241266916","title":"When fieldwork is forbidden: Ontological dilemmas, subjectivity and moral imperatives as constraints in the field","year":2024,"lang":"en","type":"article","venue":"Ethnography","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Saint Mary's University","funders":"Norges Forskningsråd; Wenner-Gren Foundation","keywords":"Reflexivity; Sociology; Subjectivity; Ethnography; Realm; Identity (music); Face (sociological concept); Field (mathematics); Power (physics); Epistemology; Environmental ethics; Aesthetics; Anthropology; Social science; Law; Political science","score_opus":0.17941355117681604,"score_gpt":0.5198590927427381,"score_spread":0.3404455415659221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401442861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6882607,0.004968513,0.0019497602,0.20069906,0.00033005644,0.0005690005,0.00001836767,0.00009520041,0.103109375],"genre_scores_gemma":[0.9951469,0.0005831379,0.0015582568,0.002394033,0.00011806073,0.00003181412,6.2635223e-7,0.0000036295032,0.00016358585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99655867,0.002372589,0.00012937227,0.00024223515,0.00038155264,0.00031556512],"domain_scores_gemma":[0.9928204,0.0069381786,0.000016501499,0.00010845804,0.00003984805,0.00007660209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057450654,0.0000924478,0.00013807611,0.0001155741,0.00037884494,0.00026047617,0.0002023478,0.00019499057,0.00051494094],"category_scores_gemma":[0.0018410977,0.000059478043,0.00010265174,0.0005062991,0.0017682738,0.00018551412,0.000041309246,0.00077428314,0.000007400447],"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":[0.0000241676,0.000042029194,0.019986214,0.000038891038,0.00003716068,0.000056530906,0.43162286,7.3635306e-8,0.00003650463,0.45805505,0.010252625,0.07984789],"study_design_scores_gemma":[0.00016545129,0.0003083266,0.014408844,0.00011367104,0.000010268577,0.0000028835098,0.121854484,0.00003378939,0.00013680932,0.81343305,0.049324326,0.00020809761],"about_ca_topic_score_codex":0.0033467792,"about_ca_topic_score_gemma":0.003634253,"teacher_disagreement_score":0.35537797,"about_ca_system_score_codex":0.0000109403145,"about_ca_system_score_gemma":0.00011730605,"threshold_uncertainty_score":0.6515278},"labels":[],"label_agreement":null},{"id":"W4401448782","doi":"10.35680/2372-0247.1916","title":"Research Imitates Life: Researching Within Your Lived Experience","year":2024,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Patient experience; Lived experience; Psychology; Medicine; Psychotherapist; Health care; Political science","score_opus":0.6703651438570045,"score_gpt":0.6571515967470919,"score_spread":0.013213547109912627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401448782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638506,0.0045983866,0.003692912,0.0082236985,0.0018613125,0.00042275307,0.0000059901254,0.00013666974,0.01720764],"genre_scores_gemma":[0.9861608,0.0022663677,0.008934278,0.00016235602,0.0008978754,0.0001305842,0.0000010697024,0.000035559027,0.001411123],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98328,0.009107774,0.0007371718,0.0005896861,0.0046807993,0.0016045436],"domain_scores_gemma":[0.99238646,0.004522786,0.00012520775,0.00031398993,0.0013121726,0.0013393696],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.026894694,0.00020627685,0.00026429567,0.0007078307,0.0044875722,0.0024914711,0.0010671834,0.00018111273,0.0010336897],"category_scores_gemma":[0.024869489,0.00016660735,0.00016730012,0.0019958115,0.003806884,0.0016376344,0.0003268833,0.0032517298,0.00021539151],"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":[0.000059198588,0.00007050827,0.00056064635,0.000030415644,0.000022489387,0.00021187833,0.94017076,0.000029292909,0.0032871577,0.0324134,0.002148687,0.020995546],"study_design_scores_gemma":[0.000120724675,0.00039716528,0.00017591669,0.00045559253,0.000002877203,0.000025423107,0.89134085,0.0011611357,0.0019044114,0.02581413,0.07833153,0.00027022418],"about_ca_topic_score_codex":0.0013184246,"about_ca_topic_score_gemma":0.00010493233,"teacher_disagreement_score":0.07618284,"about_ca_system_score_codex":0.0005424219,"about_ca_system_score_gemma":0.0023890792,"threshold_uncertainty_score":0.9998795},"labels":[],"label_agreement":null},{"id":"W4401543827","doi":"10.1007/978-3-031-25900-5_233-1","title":"Situated Knowledge","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"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":"Situated; Geography; Computer science; Artificial intelligence","score_opus":0.36215437717652194,"score_gpt":0.5752925385829932,"score_spread":0.2131381614064713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401543827","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":[3.327342e-7,0.002975941,0.00037625455,0.0063048527,0.00045886944,0.00017392762,0.00001628183,0.00018106608,0.9895125],"genre_scores_gemma":[0.0000569845,0.0022547222,0.001229247,0.00008514487,0.00063850626,0.000004531098,0.0000075175744,0.000034180204,0.99568915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848074,0.0002753649,0.00017251425,0.00027731888,0.0005132059,0.00028084542],"domain_scores_gemma":[0.9980355,0.001300529,0.000032075095,0.0001471282,0.0002943699,0.00019043309],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0048912554,0.00014485241,0.00021566486,0.0001438403,0.00027193528,0.00012861058,0.00023564995,0.00049798394,0.009805607],"category_scores_gemma":[0.0004812599,0.00011849255,0.00015649298,0.000063742285,0.0010579303,0.000048815247,0.000101507336,0.0008517248,0.009901111],"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":[0.0000014104269,0.000003475964,7.31331e-8,0.00005131939,0.000042777578,0.000010475108,0.010898735,1.233706e-8,0.0000025366257,0.9369897,0.03561129,0.016388154],"study_design_scores_gemma":[0.000011779425,0.000010263185,9.897709e-8,0.000071648166,0.000008620072,6.705792e-8,0.0005552186,0.000002618256,0.0000014490871,0.47266105,0.52659035,0.00008685163],"about_ca_topic_score_codex":0.00042725625,"about_ca_topic_score_gemma":0.0032122885,"teacher_disagreement_score":0.49097905,"about_ca_system_score_codex":0.0001567902,"about_ca_system_score_gemma":0.0007198773,"threshold_uncertainty_score":0.99109954},"labels":[],"label_agreement":null},{"id":"W4401550099","doi":"10.1002/symb.1205","title":"Ethics in Crisis? A Paradigm Revolution for Ethical Research in the Social Sciences","year":2024,"lang":"en","type":"article","venue":"Symbolic Interaction","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Covenant; Citation; Sociology; Research ethics; Library science; Media studies; Political science; Law; Engineering ethics; Computer science; Engineering","score_opus":0.6797681352865005,"score_gpt":0.7138997801932827,"score_spread":0.03413164490678222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401550099","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":[0.044608362,0.00052756985,0.0060090474,0.917412,0.0011369885,0.0010406604,0.000008672918,0.000055050146,0.029201662],"genre_scores_gemma":[0.9969392,0.0003742302,0.0005504303,0.0009901733,0.00077815144,0.00022913211,0.0000027688918,0.000007455721,0.00012847231],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98312557,0.01441347,0.00027622326,0.00032522256,0.0012890246,0.0005704852],"domain_scores_gemma":[0.98243755,0.01721049,0.000029690025,0.0000819719,0.00020585502,0.000034439752],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.105206914,0.000071587936,0.00012509656,0.0005337657,0.0015413242,0.00042780006,0.00033454975,0.00048961065,0.000029014545],"category_scores_gemma":[0.008395116,0.000053687138,0.00007959176,0.0020081867,0.0013603608,0.00045738323,0.000034670564,0.004578714,0.000033587556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026474565,0.000025685604,0.000025187303,0.000065494765,0.0000028517838,0.000002863831,0.2550807,0.000003464747,0.000054672746,0.7375008,0.0037526833,0.003459155],"study_design_scores_gemma":[0.00008420578,0.000086912994,0.00046696284,0.00019260253,0.0000022760069,0.0000013018478,0.20572183,0.0012777444,0.000016498718,0.63220656,0.1598699,0.00007324579],"about_ca_topic_score_codex":0.010392505,"about_ca_topic_score_gemma":0.012163975,"teacher_disagreement_score":0.9523308,"about_ca_system_score_codex":0.00048996287,"about_ca_system_score_gemma":0.0011470105,"threshold_uncertainty_score":0.9999576},"labels":[],"label_agreement":null},{"id":"W4401651186","doi":"10.1177/10436596241271248","title":"Translating Open-Ended Questions in Cross-Cultural Qualitative Research: A Comprehensive Framework","year":2024,"lang":"en","type":"article","venue":"Journal of Transcultural Nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Ottawa","funders":"Clinical and Translational Science Institute, University of California, Los Angeles; National Institute of Nursing Research; National Institute of Mental Health; Corpus Christi College, University of Cambridge; University of California, San Francisco; National Cancer Institute; National Institutes of Health; Universidad del Valle; Agency for Healthcare Research and Quality; Shanghai Municipal Health Commission; University of Pennsylvania","keywords":"CLARITY; Protocol (science); Multiculturalism; Context (archaeology); Qualitative research; Health care; Knowledge translation; Transcultural nursing; Health equity; Multinational corporation; Cross-cultural; Knowledge management; Psychology; Medicine; Sociology; Nursing; Computer science; Political science; Pedagogy; Public health; Social science; Alternative medicine","score_opus":0.6289764044166378,"score_gpt":0.7179341188585571,"score_spread":0.08895771444191924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401651186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68947977,0.019299919,0.020840116,0.2185181,0.0023514826,0.0013083592,0.000047152647,0.00009529068,0.048059825],"genre_scores_gemma":[0.9362625,0.0006163682,0.062239792,0.00005325208,0.00048596424,0.0000083142795,0.0000021845597,0.00001635489,0.00031528613],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9855534,0.011210215,0.0007770083,0.00026491124,0.0014992981,0.00069520914],"domain_scores_gemma":[0.99122214,0.0061834166,0.00011865084,0.000097233526,0.0020845472,0.0002940034],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.019536601,0.00016006223,0.0004188223,0.0003598339,0.0010866442,0.0018271689,0.0006846247,0.0002481183,0.00009343041],"category_scores_gemma":[0.004314812,0.00011422768,0.00028249694,0.0017414857,0.0028781844,0.0026219704,0.000018021372,0.0030879886,0.00000919852],"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":[0.00012643189,0.00007572837,0.000039942548,0.00006831663,0.000052603627,0.000063559484,0.72631663,0.00004469993,0.003193928,0.24724673,0.00028419137,0.022487247],"study_design_scores_gemma":[0.0004983747,0.00024454424,0.0012095963,0.0049376898,0.000021305266,0.000029862833,0.6257715,0.00011230822,0.00009810666,0.35657063,0.010308834,0.00019722375],"about_ca_topic_score_codex":0.0010896218,"about_ca_topic_score_gemma":0.0008794354,"teacher_disagreement_score":0.24678272,"about_ca_system_score_codex":0.0007683471,"about_ca_system_score_gemma":0.0007229153,"threshold_uncertainty_score":0.99983543},"labels":[],"label_agreement":null},{"id":"W4401745219","doi":"10.1515/9789048555925-006","title":"3. Confronting Politicized Research: The Case for Reflexive Neutrality","year":2024,"lang":"en","type":"book-chapter","venue":"Amsterdam University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Reflexivity; Neutrality; Political science; Sociology; Social science; Law","score_opus":0.5350130640395253,"score_gpt":0.5307741337406549,"score_spread":0.004238930298870458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401745219","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":[0.00006669907,0.00032583185,0.00048284957,0.0038086956,0.00032528242,0.0015617253,0.00045584975,0.00011641088,0.9928567],"genre_scores_gemma":[0.0036217151,0.00017483105,0.0005250798,0.00009182953,0.00064376974,0.000008424118,0.000011249224,0.000049307335,0.9948738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946833,0.0026812486,0.00027487395,0.0006343418,0.00081055,0.0009156343],"domain_scores_gemma":[0.9901926,0.007715656,0.00015542796,0.0005397555,0.0010728615,0.00032373046],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.013251627,0.00026789476,0.0004072317,0.00022008762,0.0028444557,0.00036293876,0.0008691937,0.0005800787,0.00004130083],"category_scores_gemma":[0.0006201846,0.00023138302,0.00037206913,0.000032744087,0.005016983,0.00012822074,0.0006190577,0.001941587,0.000020363037],"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":[0.00010515894,0.000005584232,1.02082915e-7,0.00020923498,0.00017693827,0.0008930809,0.028362257,1.8510258e-7,0.0000036619135,0.9609225,0.0057793865,0.0035419362],"study_design_scores_gemma":[0.00023147589,0.00006239792,1.4016184e-7,0.00017567763,0.000095738586,0.000009617237,0.015076991,0.0000101545465,0.000009573216,0.27241525,0.7117247,0.00018830154],"about_ca_topic_score_codex":0.017232714,"about_ca_topic_score_gemma":0.0048382846,"teacher_disagreement_score":0.7059453,"about_ca_system_score_codex":0.0005495181,"about_ca_system_score_gemma":0.0007362975,"threshold_uncertainty_score":0.9984537},"labels":[],"label_agreement":null},{"id":"W4401869464","doi":"10.1080/13569783.2024.2365761","title":"Witnessing as an ethics: relationality as a way out of survey course tourism","year":2024,"lang":"en","type":"article","venue":"Research in Drama Education The Journal of Applied Theatre and Performance","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Course (navigation); Tourism; Sociology; Psychology; Pedagogy; Environmental ethics; Media studies; Political science; Philosophy; Engineering; Law","score_opus":0.33232779666328727,"score_gpt":0.5879187967281052,"score_spread":0.25559100006481794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401869464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9365792,0.0021038202,0.00013018804,0.02005176,0.00029410742,0.00025184327,0.0000040872933,0.0000057137504,0.040579226],"genre_scores_gemma":[0.99254644,0.005975484,0.00046828773,0.000075358505,0.00041744107,0.000008057272,0.000002895948,0.000009803349,0.0004962382],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9915194,0.0060222773,0.00043584054,0.00013947207,0.0015629615,0.0003200601],"domain_scores_gemma":[0.98926264,0.009259231,0.00013580441,0.0001770392,0.000978454,0.00018685409],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.10246807,0.00008080276,0.00017763571,0.0002764981,0.0006993577,0.00018783775,0.00037510242,0.00016954522,0.000083893996],"category_scores_gemma":[0.0011476065,0.00005421575,0.0000343186,0.0007687276,0.0016012912,0.0004899853,0.00004762172,0.002165706,0.000014936299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008020223,0.00036927522,0.0058394815,0.00047431324,0.00006703605,0.0000032895334,0.38946578,0.000073425,0.00046964455,0.2868125,0.00095219817,0.314671],"study_design_scores_gemma":[0.00029018606,0.000522774,0.0345121,0.0011085969,0.000020785688,0.000012422917,0.1442687,0.000542569,0.00084800425,0.79102945,0.026665363,0.00017905637],"about_ca_topic_score_codex":0.0034455296,"about_ca_topic_score_gemma":0.0008152985,"teacher_disagreement_score":0.5042169,"about_ca_system_score_codex":0.00014085181,"about_ca_system_score_gemma":0.0064202575,"threshold_uncertainty_score":0.99921244},"labels":[],"label_agreement":null},{"id":"W4401976398","doi":"10.1080/25729861.2024.2357391","title":"Fact-making in Latin America: reviewing three ethnographies of truth, doubt, and expertise","year":2024,"lang":"en","type":"article","venue":"Tapuya Latin American Science Technology and Society","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Latin Americans; Ethnography; Epistemology; Sociology; Political science; Philosophy; Anthropology; Law","score_opus":0.1289867664220535,"score_gpt":0.49402103642732026,"score_spread":0.3650342700052668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401976398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718161,0.007772562,0.0059014442,0.009389684,0.00009817019,0.0003129078,0.000007715769,0.00027945504,0.0044219657],"genre_scores_gemma":[0.9495698,0.0074679046,0.042731244,0.00013730193,0.000020623329,0.000026245583,2.4556317e-7,0.000008160206,0.000038477217],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9977559,0.00032305787,0.00033394716,0.000508636,0.00051834976,0.0005601044],"domain_scores_gemma":[0.9980926,0.0013582408,0.00013943644,0.00019679188,0.000117277494,0.00009564833],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0059097027,0.00014180725,0.0004002447,0.00069175544,0.000790705,0.00010442121,0.00035969267,0.0001465869,0.000020528885],"category_scores_gemma":[0.0025249908,0.00012022391,0.00008158734,0.009302345,0.03879941,0.0003397355,0.0002299104,0.00066716515,0.0000012941006],"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":[0.0000043405403,0.000019014911,0.030306036,0.00010344822,0.000017764502,0.0000042511892,0.14480679,0.0000015889862,0.0027463855,0.1921892,0.00004220532,0.62975895],"study_design_scores_gemma":[0.00037118202,0.00047947196,0.056279264,0.0014195681,0.000036879228,0.0000039191896,0.75418943,0.00924605,0.0007497857,0.16415212,0.012259419,0.0008129279],"about_ca_topic_score_codex":0.0010263555,"about_ca_topic_score_gemma":0.00025113835,"teacher_disagreement_score":0.62894607,"about_ca_system_score_codex":0.00007373477,"about_ca_system_score_gemma":0.00031076983,"threshold_uncertainty_score":0.9638164},"labels":[],"label_agreement":null},{"id":"W4402026030","doi":"10.1093/bjsw/bcae139","title":"Coalition and Multi-Positionality Research Teams: A Nuanced Approach for Anti-Oppressive Research","year":2024,"lang":"en","type":"article","venue":"The British Journal of Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Oppression; Reflexivity; Intersectionality; Sociology; Temporality; Narrative; Participatory action research; Relevance (law); Psychological intervention; Empirical research; Epistemology; Engineering ethics; Politics; Gender studies; Political science; Psychology; Social science","score_opus":0.44495294784116823,"score_gpt":0.6097640889765943,"score_spread":0.16481114113542605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402026030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47943136,0.07500892,0.18166752,0.21757375,0.0018316903,0.0059868186,0.0006202339,0.00017395847,0.037705738],"genre_scores_gemma":[0.9679429,0.0030781203,0.02275077,0.00008095134,0.0029204,0.00009630794,0.000009368606,0.00003012364,0.0030910668],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98423916,0.0125771025,0.00036917592,0.00022655427,0.0019429965,0.00064501475],"domain_scores_gemma":[0.98849595,0.008667157,0.00009419741,0.0000712003,0.0024925638,0.00017890749],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.08508941,0.00007708957,0.00024765384,0.00013833896,0.008793374,0.0018276446,0.00044647424,0.00020087993,0.00004094931],"category_scores_gemma":[0.007228911,0.000067461086,0.00016183597,0.0014577132,0.004442727,0.0003543091,0.00010897784,0.0021590102,0.000004160141],"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":[0.0004865297,0.00048972043,0.00018486605,0.0005816436,0.0003725796,0.00014999537,0.18496539,0.000013795967,0.0009030773,0.52886504,0.09999018,0.18299721],"study_design_scores_gemma":[0.0014339252,0.0003375195,0.009247748,0.002400719,0.000059374033,0.00010395935,0.29512987,0.00032471798,0.00014645372,0.58670497,0.1037447,0.00036605177],"about_ca_topic_score_codex":0.0009157583,"about_ca_topic_score_gemma":0.00010201881,"teacher_disagreement_score":0.48851153,"about_ca_system_score_codex":0.00029422352,"about_ca_system_score_gemma":0.00089861813,"threshold_uncertainty_score":0.99920857},"labels":[],"label_agreement":null},{"id":"W4402055308","doi":"10.1108/978-1-80262-713-820241003","title":"Reflecting on Identity","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"The King's University; Western University","funders":"","keywords":"Identity (music); Sociology; Psychology; Art; Aesthetics","score_opus":0.6754920473624149,"score_gpt":0.6808035418779118,"score_spread":0.005311494515496951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402055308","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":[0.0000017765716,0.00033355202,0.00054148096,0.0070086406,0.0005266491,0.0001309045,0.000007156604,0.00012090217,0.99132895],"genre_scores_gemma":[0.00010701282,0.00093399826,0.0017265211,0.000302761,0.00076242874,0.0000028643708,0.0000018643643,0.000026123984,0.9961364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99803317,0.0002707961,0.00015908397,0.00028193387,0.0010077511,0.00024726335],"domain_scores_gemma":[0.99800706,0.0015301094,0.000046341807,0.00014021462,0.00015304159,0.0001232278],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00809999,0.00011835889,0.00017040172,0.00013757912,0.00042577132,0.00024210954,0.00022312193,0.00035173175,0.004065681],"category_scores_gemma":[0.0012386449,0.00009951308,0.0001436351,0.00005770154,0.0005298411,0.000114217386,0.00008012394,0.0011118589,0.003144473],"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":[0.000002246159,0.0000020312038,1.9429162e-7,0.000037673286,0.000026419932,0.000013285448,0.00402419,5.584256e-8,0.000002754574,0.982783,0.004969112,0.008138988],"study_design_scores_gemma":[0.0000074091754,0.000017993976,1.9696243e-7,0.00010058789,0.000004739356,5.3035606e-8,0.00059968606,5.943868e-7,0.0000023355783,0.5167772,0.4824235,0.000065657725],"about_ca_topic_score_codex":0.0010398453,"about_ca_topic_score_gemma":0.0051116874,"teacher_disagreement_score":0.47745442,"about_ca_system_score_codex":0.00021855262,"about_ca_system_score_gemma":0.00029037122,"threshold_uncertainty_score":0.99763167},"labels":[],"label_agreement":null},{"id":"W4402186192","doi":"10.1521/jsyt.2024.43.1.1","title":"Introduction to the Special Section: Narrative Practices in India","year":2024,"lang":"en","type":"article","venue":"Journal of Systemic Therapies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Narrative; Section (typography); History; Sociology; Special section; Psychology; Art; Literature; Business; Engineering; Advertising; Engineering physics","score_opus":0.1227396266389685,"score_gpt":0.5004603196716385,"score_spread":0.37772069303267003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402186192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62817174,0.011796843,0.0016341386,0.33823866,0.016224,0.0004614881,0.0000030637655,0.000023225062,0.0034468488],"genre_scores_gemma":[0.92018026,0.002654607,0.0005882186,0.00010105516,0.07489813,0.000007827621,1.0729589e-7,0.0000074317395,0.0015623491],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9953282,0.0035029722,0.00033496405,0.000098000855,0.00058619346,0.00014970878],"domain_scores_gemma":[0.9978517,0.0014356235,0.0002938316,0.0000653519,0.00029722112,0.00005626585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019204108,0.00005790548,0.00014884488,0.00021665917,0.00026824366,0.00026486488,0.00019595551,0.00006743387,0.00020564755],"category_scores_gemma":[0.0030054415,0.000033864595,0.000063441104,0.0006713077,0.00018302373,0.00062091526,0.0000132091645,0.00060612086,0.000020475933],"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":[0.000069749905,0.000012238071,0.00012629021,0.000039473653,0.00007181499,0.000015290896,0.9359055,0.000019665407,0.001393275,0.031651635,0.023424488,0.00727056],"study_design_scores_gemma":[0.000047808415,0.0000880754,0.00039823254,0.00021259038,0.0000041789017,0.000039062368,0.5633042,0.0000012370114,0.000017689437,0.0024580155,0.43339524,0.000033676995],"about_ca_topic_score_codex":0.00021624233,"about_ca_topic_score_gemma":0.00044325332,"teacher_disagreement_score":0.40997073,"about_ca_system_score_codex":0.00026720017,"about_ca_system_score_gemma":0.00046833867,"threshold_uncertainty_score":0.6655799},"labels":[],"label_agreement":null},{"id":"W4402299876","doi":"10.55016/ojs/jet.v41i2.52519","title":"Tangled Lines: The Art of Researching Our Lives","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 British Columbia","funders":"","keywords":"Sociology; Art; Aesthetics","score_opus":0.26386875588621805,"score_gpt":0.6027049631352214,"score_spread":0.3388362072490033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402299876","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":[0.18818298,0.0017715602,0.003061753,0.6728339,0.0023070693,0.0002921802,0.000013312803,0.0000061355563,0.13153109],"genre_scores_gemma":[0.86175126,0.0010015923,0.09088721,0.0004981846,0.012812357,0.0000057710336,0.000001326861,0.000015127154,0.033027172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958283,0.0024556757,0.00036664843,0.00007088196,0.0010725248,0.00020597072],"domain_scores_gemma":[0.9923476,0.004925978,0.0003486062,0.00011359915,0.0021279068,0.00013631368],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015656851,0.000052849166,0.00014148875,0.00013229552,0.0005129766,0.00006454568,0.00047073062,0.00004279709,0.0003671622],"category_scores_gemma":[0.021255562,0.00003227806,0.000113093505,0.0004554721,0.0008489639,0.00024379004,0.00003737191,0.00041439838,0.00004149013],"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":[0.000112943955,0.00026201716,0.0023523944,0.00002975111,0.00010287077,0.0000014265052,0.08652991,0.0000041732987,0.0019745694,0.7995289,0.10419153,0.0049095294],"study_design_scores_gemma":[0.00020718489,0.00031665066,0.0065183793,0.00021034088,0.000016499753,0.000009903048,0.1215362,0.000016119753,0.00093829137,0.3383938,0.53174204,0.00009458556],"about_ca_topic_score_codex":0.00010064454,"about_ca_topic_score_gemma":0.00016610217,"teacher_disagreement_score":0.67356825,"about_ca_system_score_codex":0.0000667733,"about_ca_system_score_gemma":0.0021289552,"threshold_uncertainty_score":0.98698884},"labels":[],"label_agreement":null},{"id":"W4402402450","doi":"10.22215/cjers.v17i1.4987","title":"Introduction to the Special Issue","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of European and Russian Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Carleton University","funders":"","keywords":"Political science","score_opus":0.15691966225746792,"score_gpt":0.4647328331943957,"score_spread":0.3078131709369277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402402450","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":[0.0009976183,0.010896245,0.000065976434,0.64767736,0.0024662479,0.000086255524,0.000004169877,0.0000047018134,0.33780143],"genre_scores_gemma":[0.777087,0.008531809,0.00073812983,0.0025667457,0.16976541,0.0000014113731,2.1863224e-7,0.000026421058,0.041282903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974667,0.001913076,0.00014176533,0.00007107757,0.00020989602,0.00019747371],"domain_scores_gemma":[0.99919045,0.00035328668,0.00003185787,0.000067171415,0.000110602734,0.00024660322],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010467026,0.000050975526,0.00009076944,0.00009444382,0.0015683639,0.00030415785,0.00020075071,0.000012321641,0.00014191763],"category_scores_gemma":[0.0015951033,0.000023226934,0.000040699248,0.00025881335,0.001183926,0.000075397315,0.000022817982,0.00033790348,0.00010454437],"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":[0.000004603794,9.4122544e-7,0.000009865599,0.000008856569,0.000078556695,0.00006034508,0.1763067,0.0000025396935,0.000002168708,0.52680534,0.2606062,0.03611393],"study_design_scores_gemma":[0.000019486384,0.000046439996,0.0018844397,0.0000445336,0.000013594817,0.000010226806,0.0435932,5.781193e-7,0.0000015923249,0.0057908087,0.9485614,0.000033731863],"about_ca_topic_score_codex":0.0021633562,"about_ca_topic_score_gemma":0.105309956,"teacher_disagreement_score":0.7760893,"about_ca_system_score_codex":0.00008587801,"about_ca_system_score_gemma":0.0004236068,"threshold_uncertainty_score":0.9997315},"labels":[],"label_agreement":null},{"id":"W4402507682","doi":"10.55016/ojs/jah.v2017y2017.53308","title":"Losing the So-Called Paradigm War: Does our Confusion, Disarray, and Retreat Contribute to the Advance?","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Hermeneutics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Confusion; Phenomenology (philosophy); Hermeneutics; Interpretation (philosophy); Epistemology; Qualitative research; Hermeneutic phenomenology; Sociology; Lived experience; Psychology; Social science; Philosophy; Psychoanalysis","score_opus":0.08235275663198238,"score_gpt":0.46402975338925156,"score_spread":0.3816769967572692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402507682","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":[0.38740057,0.00042823353,0.0015372963,0.5769183,0.0012359672,0.0011336189,0.000032094948,0.000020447875,0.03129346],"genre_scores_gemma":[0.99121016,0.004033383,0.0020821684,0.0013574141,0.0008597801,0.000007092987,2.6210392e-7,0.0000127469075,0.0004369811],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99761933,0.00065666094,0.00037853877,0.00014135684,0.0007956904,0.0004084427],"domain_scores_gemma":[0.9974457,0.0011161643,0.00050735014,0.00035066565,0.00031116573,0.00026894215],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009270076,0.0001258811,0.00030125753,0.000034844277,0.003882341,0.00053561886,0.0007682971,0.00011077993,0.000013575927],"category_scores_gemma":[0.0017968524,0.0000563811,0.00008549577,0.00008726549,0.000982634,0.00015708836,0.00016324018,0.00065390125,0.0000063166285],"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":[0.000755415,0.00013662565,0.0016654417,0.00005302716,0.00031038813,0.000056757966,0.4127601,0.000110452725,0.00374721,0.48349965,0.0067079104,0.090197],"study_design_scores_gemma":[0.000826901,0.00011678366,0.0030939288,0.0000825568,0.000079282574,0.000007767255,0.08599459,0.0000574349,0.00067808264,0.48874086,0.42013618,0.0001856472],"about_ca_topic_score_codex":0.000065535954,"about_ca_topic_score_gemma":0.00085001293,"teacher_disagreement_score":0.6038096,"about_ca_system_score_codex":0.000092600385,"about_ca_system_score_gemma":0.0003142559,"threshold_uncertainty_score":0.99741447},"labels":[],"label_agreement":null},{"id":"W4402546400","doi":"10.1177/16094069241270397","title":"Bringing an Equity Lens to Participant Observation in Critical Ethnographic Health Research","year":2024,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Victoria; University of British Columbia; University of Manitoba","funders":"","keywords":"Ethnography; Equity (law); Participant observation; Through-the-lens metering; Lens (geology); Critical ethnography; Sociology; Optometry; Psychology; Political science; Medicine; Optics; Social science; Anthropology; Physics","score_opus":0.9879530096745919,"score_gpt":0.866141950507393,"score_spread":0.12181105916719892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402546400","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05207429,0.0022040724,0.6961475,0.24381709,0.0016689826,0.00029065344,0.000022928389,0.00003618005,0.0037383116],"genre_scores_gemma":[0.4509861,0.00053976465,0.5466995,0.00082540244,0.0007329064,0.000020689176,0.0000021156534,0.000020402904,0.00017309879],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8891606,0.10444611,0.0013859392,0.00039556943,0.0036834734,0.0009283531],"domain_scores_gemma":[0.958289,0.03738174,0.00015853817,0.00013238227,0.0035181472,0.00052014133],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3511296,0.00011992084,0.00036589403,0.0016477677,0.00033371567,0.00049131474,0.0007783955,0.00010909283,0.00010806249],"category_scores_gemma":[0.081684746,0.000107998705,0.00015522647,0.0017579094,0.0011229104,0.00126619,0.00017652003,0.0015711766,0.000011493755],"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":[0.000067872825,0.00008655094,0.0000808624,0.000038974413,0.00005338819,0.00003969806,0.43483236,0.000028818256,0.0011023509,0.4458015,0.00041585162,0.11745176],"study_design_scores_gemma":[0.00020870646,0.0006647585,0.0023668085,0.0010531888,0.0000075861703,0.0000059870144,0.3837341,0.0013541499,0.00031592182,0.56801206,0.042108756,0.00016798405],"about_ca_topic_score_codex":0.003250296,"about_ca_topic_score_gemma":0.001187089,"teacher_disagreement_score":0.3989118,"about_ca_system_score_codex":0.0008267785,"about_ca_system_score_gemma":0.0017964046,"threshold_uncertainty_score":0.9260506},"labels":[],"label_agreement":null},{"id":"W4402589953","doi":"10.1111/tct.13806","title":"How to … do decolonial research","year":2024,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"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":"Psychology; Medicine","score_opus":0.7901201012009945,"score_gpt":0.7447916545193806,"score_spread":0.045328446681613954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402589953","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":[0.08058162,0.0009159945,0.0021957406,0.82009745,0.0010925543,0.00056975376,0.00000413308,0.00014223938,0.09440053],"genre_scores_gemma":[0.77220047,0.0006184814,0.004662472,0.0009123775,0.0053496207,0.000077735844,5.411968e-7,0.000027101185,0.21615121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97835255,0.019375447,0.00022631435,0.00032665304,0.0011307618,0.00058829435],"domain_scores_gemma":[0.97482866,0.024264893,0.000014606745,0.0003062485,0.00024921016,0.0003363932],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13200766,0.00006371098,0.00014803727,0.00006835816,0.0007502308,0.0007732965,0.00066648494,0.00020587665,0.00055514346],"category_scores_gemma":[0.055271897,0.00003757623,0.00014369082,0.00078894926,0.0023549248,0.000108203785,0.00022407262,0.002020743,0.0011252796],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003418744,0.00006640684,0.00062725414,0.000011408208,0.000038258877,0.000014198883,0.04610114,2.159227e-7,0.000017131872,0.46653825,0.17779435,0.3087572],"study_design_scores_gemma":[0.00004135161,0.00011065387,0.000998679,0.000025930944,0.0000034798795,1.1253325e-7,0.009926359,0.000018280181,0.0000031290951,0.16363354,0.8251853,0.000053219155],"about_ca_topic_score_codex":0.00044179338,"about_ca_topic_score_gemma":0.00061133766,"teacher_disagreement_score":0.8191851,"about_ca_system_score_codex":0.00009956054,"about_ca_system_score_gemma":0.0006021129,"threshold_uncertainty_score":0.99965245},"labels":[],"label_agreement":null},{"id":"W4402678748","doi":"10.1177/10525629241275036","title":"Qualitative Research As “A Voyage of Discovery”: An Interview with Ann Langley on Synergies Between Teaching and Publishing on Qualitative Methods","year":2024,"lang":"en","type":"article","venue":"Organizational Behavior Teaching Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Publishing; Qualitative research; Aeronautics; Qualitative analysis; Operations research; Engineering; Management; Sociology; Political science; Social science; Economics; Law","score_opus":0.5643019187858634,"score_gpt":0.6981738475324148,"score_spread":0.1338719287465514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402678748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4833161,0.13839,0.10887182,0.19585434,0.0007711678,0.007770479,0.0014693631,0.0010682256,0.06248851],"genre_scores_gemma":[0.81808233,0.019201657,0.15253466,0.001934218,0.00079380244,0.00033038403,0.0006544959,0.00028304974,0.006185405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9062429,0.08995149,0.00062687136,0.0006855798,0.0020199283,0.00047322377],"domain_scores_gemma":[0.96775067,0.030548887,0.00021570358,0.00036213448,0.00083297846,0.00028959886],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.14252807,0.0002838776,0.0006794552,0.00045135405,0.0014359833,0.001193029,0.0005973002,0.00017377219,0.00014271325],"category_scores_gemma":[0.05238495,0.00020997785,0.000098408265,0.001179369,0.001150583,0.002376207,0.00018305515,0.0031286923,0.0000233483],"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":[0.000009481718,0.00012510283,0.00020619496,0.0013449393,0.00006158996,0.000009376004,0.30627745,4.8706937e-7,0.00012863218,0.6118483,0.0006825658,0.07930586],"study_design_scores_gemma":[0.0005036254,0.0032986356,0.0027682125,0.05800755,0.000520155,0.000010990149,0.68980336,0.00001346398,0.00042737668,0.10603233,0.13729681,0.001317473],"about_ca_topic_score_codex":0.0018671261,"about_ca_topic_score_gemma":0.00011449916,"teacher_disagreement_score":0.505816,"about_ca_system_score_codex":0.00033040272,"about_ca_system_score_gemma":0.0006771521,"threshold_uncertainty_score":0.999864},"labels":[],"label_agreement":null},{"id":"W4402975956","doi":"10.29173/ijll56","title":"Learning and leading through COVID-19: Surprising findings from a year of disrupted field experience","year":2024,"lang":"en","type":"article","venue":"International Journal for Leadership in Learning","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Field (mathematics); Psychology; Virology; Medicine; Outbreak; Mathematics; Infectious disease (medical specialty); Pathology","score_opus":0.4620723035007881,"score_gpt":0.5945567983680884,"score_spread":0.1324844948673003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402975956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7158272,0.002811516,0.21362945,0.060303375,0.0021136922,0.0002825177,0.000010687932,0.000112554,0.0049089813],"genre_scores_gemma":[0.99031633,0.00067024294,0.006916178,0.00028359765,0.00036005006,0.000007495685,0.000003952528,0.00001564268,0.0014264963],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99741834,0.0010306885,0.0003302527,0.00022481463,0.000664272,0.00033163137],"domain_scores_gemma":[0.990103,0.0094396705,0.00010378133,0.000031129,0.00017819679,0.00014419743],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0054914774,0.000093042254,0.00017129781,0.00024867684,0.00044452416,0.00041887932,0.0002585953,0.00012847714,0.00025016017],"category_scores_gemma":[0.026899962,0.000092268805,0.000094651456,0.00024182387,0.00038744143,0.00058022933,0.000048760237,0.0012297978,0.0000042909933],"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":[0.00022284796,0.000023026087,0.06021578,0.00014715103,0.00012218302,0.000101266276,0.847503,0.0006083032,0.003811925,0.06666387,0.00023528113,0.020345353],"study_design_scores_gemma":[0.00079634803,0.0002525825,0.0005308953,0.0017497466,0.000016403721,0.000021642203,0.76167107,0.0026641237,0.0012190373,0.068127096,0.16264054,0.00031054483],"about_ca_topic_score_codex":0.0015484199,"about_ca_topic_score_gemma":0.00026310454,"teacher_disagreement_score":0.2744891,"about_ca_system_score_codex":0.00026727462,"about_ca_system_score_gemma":0.00032606826,"threshold_uncertainty_score":0.9812969},"labels":[],"label_agreement":null},{"id":"W4403187240","doi":"10.1177/17470161241288649","title":"“Dear John”: Overriding institutional axiology by privileging Indigenous relational ethics","year":2024,"lang":"en","type":"article","venue":"Research Ethics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Victoria; Queen's University","funders":"","keywords":"Axiology; Indigenous; Environmental ethics; Sociology; Political science; Social science; Epistemology; Philosophy; Law; Ecology; Biology","score_opus":0.6981611830080889,"score_gpt":0.6661478696372294,"score_spread":0.03201331337085955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403187240","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":[0.029467182,0.023523659,0.17046247,0.60103387,0.003216432,0.0021288004,0.00040307493,0.0008978356,0.16886666],"genre_scores_gemma":[0.9242051,0.032784145,0.02191173,0.002057476,0.0035798268,0.00023413819,0.00020808507,0.0001279614,0.014891504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9671845,0.024802865,0.00045201994,0.0007302932,0.0052240156,0.0016063498],"domain_scores_gemma":[0.93013304,0.067174695,0.000053933258,0.00029502847,0.0018230956,0.00052022195],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.15331931,0.00018880713,0.00025314084,0.0006148163,0.0065330323,0.0006310953,0.00069680717,0.001705544,0.00048189933],"category_scores_gemma":[0.0957425,0.00018278116,0.0001414738,0.001941517,0.007336645,0.000675362,0.00035524336,0.019853653,0.0004790851],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016458907,0.00003825269,0.00014394046,0.0002242912,0.000056566903,0.00004323263,0.19447888,0.00003845248,0.000709293,0.79584163,0.005069819,0.0033392014],"study_design_scores_gemma":[0.00010126219,0.00008905148,0.00012304973,0.00031671935,0.0000054094085,0.0000054506922,0.01055622,0.0005849489,0.00009347198,0.2184909,0.7694328,0.00020073981],"about_ca_topic_score_codex":0.0047112694,"about_ca_topic_score_gemma":0.0014534076,"teacher_disagreement_score":0.89473796,"about_ca_system_score_codex":0.0012478927,"about_ca_system_score_gemma":0.019501528,"threshold_uncertainty_score":0.99959046},"labels":[],"label_agreement":null},{"id":"W4403217071","doi":"10.53967/cje-rce.6913","title":"Introduction from the Book Reviews Editor","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Nipissing University","funders":"","keywords":"History","score_opus":0.1860232589654142,"score_gpt":0.45726724983578754,"score_spread":0.2712439908703733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403217071","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":[0.012891778,0.2480243,0.00092514814,0.58630747,0.14984302,0.00029490143,0.000068595604,0.0000051474763,0.0016396131],"genre_scores_gemma":[0.05881748,0.059873037,0.0077276984,0.011018427,0.59992695,0.00012611138,0.0001828238,0.00012220071,0.2622053],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99435335,0.0036789214,0.0007374254,0.00028919775,0.00018190198,0.0007591848],"domain_scores_gemma":[0.9946966,0.0015392439,0.00040623086,0.0003409132,0.0011938104,0.0018231918],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01374047,0.00018274202,0.00028714977,0.0003562765,0.00068984454,0.0004935971,0.00053126924,0.00025201833,0.0040496825],"category_scores_gemma":[0.012314587,0.00016365627,0.00021569559,0.0011814247,0.00084785494,0.0009510031,0.000006935747,0.0011258472,0.0002321878],"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":[0.0000018194206,0.000014700913,0.000052787702,0.000111895584,0.000037524405,0.0000043447985,0.16488738,0.0000059020704,0.000021887008,0.06750802,0.6821092,0.08524456],"study_design_scores_gemma":[0.000031990654,0.000055050416,0.00055825233,0.0010574,0.000118593765,0.00005214612,0.060016073,0.00004333909,0.000008226118,0.0308719,0.9070388,0.00014821962],"about_ca_topic_score_codex":0.30319983,"about_ca_topic_score_gemma":0.7741363,"teacher_disagreement_score":0.5752891,"about_ca_system_score_codex":0.009204303,"about_ca_system_score_gemma":0.043985397,"threshold_uncertainty_score":0.99686074},"labels":[],"label_agreement":null},{"id":"W4403252168","doi":"10.1111/tct.13820","title":"Addressing positionality in qualitative research: Significance, challenges and strategies","year":2024,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Qualitative research; Psychology; Sociology; Social science","score_opus":0.9387554920382358,"score_gpt":0.7740545358189377,"score_spread":0.16470095621929814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403252168","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":[0.22432464,0.049913805,0.00072476285,0.37238136,0.00037663034,0.00080817443,0.000018431736,0.00017181027,0.3512804],"genre_scores_gemma":[0.9840586,0.011128208,0.0011603493,0.00010932613,0.00056545925,0.000048404472,0.0000011431961,0.000011309539,0.0029171987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9496249,0.04848474,0.00036390097,0.0003438935,0.00078050623,0.00040204814],"domain_scores_gemma":[0.9582887,0.041229516,0.000030343028,0.00015380836,0.0001714537,0.00012615434],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.15244041,0.00007522597,0.00018894339,0.00007761367,0.00043497962,0.00027419155,0.00024637315,0.00017753778,0.00012307269],"category_scores_gemma":[0.0112492945,0.000048834627,0.00006599801,0.0003420731,0.005887531,0.00027846647,0.000094597795,0.0018276378,0.000037795784],"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":[0.000020846583,0.000049115282,0.000036624377,0.000041337935,0.000017713339,0.0000064386213,0.27153814,2.6344964e-7,0.000010055943,0.6694817,0.0005636615,0.058234125],"study_design_scores_gemma":[0.000060753053,0.00004967461,0.0051288586,0.00013704899,0.0000026225184,1.2615008e-7,0.33330908,0.000035224046,0.0000010219452,0.6338727,0.027347527,0.00005538766],"about_ca_topic_score_codex":0.0012661463,"about_ca_topic_score_gemma":0.0018352044,"teacher_disagreement_score":0.759734,"about_ca_system_score_codex":0.00007338982,"about_ca_system_score_gemma":0.00065126293,"threshold_uncertainty_score":0.9970794},"labels":[],"label_agreement":null},{"id":"W4403255605","doi":"10.1111/tct.13819","title":"How to locate yourself (and others!) in the research process: The role of positionality","year":2024,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Western University","funders":"","keywords":"Process (computing); Psychology; Data science; Computer science","score_opus":0.6526044749833034,"score_gpt":0.6746670196669666,"score_spread":0.0220625446836632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403255605","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":[0.3000263,0.0022511573,0.00021062787,0.67066354,0.00006909379,0.0006511145,0.000007414599,0.000020057963,0.026100721],"genre_scores_gemma":[0.9953954,0.00024373711,0.00017054484,0.00057845254,0.0004000264,0.000052109935,3.4915217e-7,0.0000071767936,0.0031521788],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9790177,0.0192443,0.00023576916,0.00021111168,0.0009848591,0.00030625987],"domain_scores_gemma":[0.9802407,0.019190293,0.000029378594,0.00025988594,0.00020280866,0.000076913835],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12499576,0.000055468416,0.00012310546,0.00003584089,0.00041016907,0.00022548487,0.0006891034,0.000103879574,0.00005405737],"category_scores_gemma":[0.013107799,0.000022913779,0.000070366885,0.0006994631,0.003228048,0.00007987354,0.00009475672,0.0013741682,0.000023040073],"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":[0.000065985274,0.00016275853,0.0036240325,0.000038699964,0.00004693143,0.0000023615405,0.34026757,0.0000017397172,0.000052533465,0.5735813,0.0028860727,0.079270005],"study_design_scores_gemma":[0.00005931396,0.00009643858,0.008279169,0.00006430941,0.000007524881,2.948885e-7,0.20742948,0.00009580649,0.000015728083,0.6498161,0.13408837,0.000047470872],"about_ca_topic_score_codex":0.0011405087,"about_ca_topic_score_gemma":0.0007120298,"teacher_disagreement_score":0.6953691,"about_ca_system_score_codex":0.000028035736,"about_ca_system_score_gemma":0.00031623585,"threshold_uncertainty_score":0.9994846},"labels":[],"label_agreement":null},{"id":"W4403558941","doi":"10.1145/3686169.3686204","title":"The Inbetweeny Collective: Reflexive Dialogues on the Liminality of Researchers' Lived Experiences","year":2024,"lang":"en","type":"article","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Liminality; Reflexivity; Lived experience; Sociology; Computer science; Media studies; Epistemology; Psychology; Psychoanalysis; Anthropology; Philosophy","score_opus":0.6723505375843675,"score_gpt":0.6152545096518574,"score_spread":0.05709602793251012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403558941","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":[0.26071003,0.002246901,0.0009185833,0.13613729,0.00043612075,0.0008721576,0.00001100347,0.00010410052,0.5985638],"genre_scores_gemma":[0.9766103,0.00130546,0.00040850608,0.00013991346,0.0002088124,0.00014620624,5.3063894e-7,0.0000069543007,0.02117334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98795986,0.009984783,0.00021365035,0.0002305424,0.0011940302,0.00041714666],"domain_scores_gemma":[0.95769995,0.04156269,0.000040537874,0.0002261902,0.00036291548,0.00010772763],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.031469584,0.00008352569,0.00013229737,0.000058117366,0.0018207725,0.0003240435,0.000611994,0.000092234004,0.0003375609],"category_scores_gemma":[0.018200276,0.000037413065,0.000102515274,0.0009822148,0.005803683,0.0001121789,0.00010886687,0.0005622095,0.000038558464],"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":[0.000049285805,0.000017087743,0.000039107697,0.000011873742,0.00003387666,0.0000015919996,0.45182407,1.4654621e-7,0.0000841441,0.5346576,0.0044045425,0.008876684],"study_design_scores_gemma":[0.000032162683,0.0002512679,0.0005912343,0.000058948568,0.0000040712034,5.147564e-8,0.7294607,0.000053610223,0.001515674,0.1997192,0.068245694,0.00006734811],"about_ca_topic_score_codex":0.0033674103,"about_ca_topic_score_gemma":0.0014329298,"teacher_disagreement_score":0.71590024,"about_ca_system_score_codex":0.00016480715,"about_ca_system_score_gemma":0.0011827566,"threshold_uncertainty_score":0.9994787},"labels":[],"label_agreement":null},{"id":"W4403660577","doi":"10.1163/18763375-20241497","title":"Reflections on Researcher’s Positionality and the Evolving Role of Research Participants","year":2024,"lang":"en","type":"article","venue":"Middle East Law and Governance","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Sharia; Sociology; Epistemology; Geography; Islam; Philosophy; Archaeology","score_opus":0.5144995002368317,"score_gpt":0.5822094317635641,"score_spread":0.06770993152673244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403660577","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":[0.16802432,0.03545734,0.0002459663,0.083518825,0.00019785993,0.00070179405,0.00021361474,0.000064771986,0.7115755],"genre_scores_gemma":[0.9947908,0.0014052496,0.000319195,0.00012971184,0.00014726054,0.000033915036,6.5987126e-7,0.000006022994,0.0031671687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9950204,0.0032859494,0.0001363895,0.00021702005,0.00097238395,0.00036785504],"domain_scores_gemma":[0.99536765,0.0040958645,0.000025657684,0.00012812128,0.00026208503,0.00012064604],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.017087407,0.000053907916,0.000111307825,0.000026470025,0.0010614005,0.0001941555,0.00013392954,0.00006198897,0.000058231824],"category_scores_gemma":[0.003092483,0.00003665406,0.000034641173,0.00040645865,0.0044577224,0.000173262,0.000087666514,0.0005429392,0.000009617635],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007869597,0.000023196231,0.00006978362,0.000060376376,0.000016469485,0.0000019305874,0.027041545,6.926713e-7,0.0002652756,0.9705451,0.00018510439,0.0017118017],"study_design_scores_gemma":[0.00027859694,0.00010712888,0.0050899396,0.0005356445,0.000006679174,0.0000010150058,0.019562291,0.00046175165,0.00020512672,0.85961515,0.114053994,0.00008266267],"about_ca_topic_score_codex":0.017246153,"about_ca_topic_score_gemma":0.008251367,"teacher_disagreement_score":0.8267665,"about_ca_system_score_codex":0.00007418484,"about_ca_system_score_gemma":0.00021967846,"threshold_uncertainty_score":0.99825156},"labels":[],"label_agreement":null},{"id":"W4403985846","doi":"10.1111/medu.15563","title":"Translating cross‐language qualitative data in health professions education research: Is there an iceberg below the waterline?","year":2024,"lang":"en","type":"review","venue":"Medical Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Waterline; Iceberg; Medicine; Medical education; Oceanography; Geology","score_opus":0.6842136922042024,"score_gpt":0.7656916864092124,"score_spread":0.08147799420501001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403985846","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":[0.000034792054,0.8463114,0.00012090601,0.14829792,0.0011403464,0.0017725364,0.00010734981,0.000039082573,0.0021756794],"genre_scores_gemma":[0.00009104393,0.9850269,0.0019622135,0.001090329,0.0016896876,0.0007266149,0.0011492902,0.000056487308,0.00820746],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9354575,0.05846558,0.0012146264,0.0009345365,0.0030354694,0.0008922475],"domain_scores_gemma":[0.98946637,0.007783569,0.0003439869,0.0012487695,0.0005449544,0.00061238045],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12272142,0.0002785062,0.000749577,0.00044753106,0.00148999,0.0004053733,0.002196492,0.00065606413,0.00082009914],"category_scores_gemma":[0.032421377,0.00016432774,0.0001389653,0.0022463712,0.0019591702,0.0004828144,0.00026947554,0.004519572,0.00014308571],"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":[0.0000015273757,0.00021939851,0.0000011981236,0.005260147,0.00001541536,6.1400385e-7,0.41230708,6.7820336e-9,1.8875824e-8,0.010964462,0.0073118876,0.56391823],"study_design_scores_gemma":[0.000031081574,0.00002970321,0.0000030684555,0.016066935,0.000023151822,8.3408537e-7,0.32333857,0.000024900095,2.6531811e-8,0.010049734,0.65031,0.000122001096],"about_ca_topic_score_codex":0.03882476,"about_ca_topic_score_gemma":0.024195442,"teacher_disagreement_score":0.6429981,"about_ca_system_score_codex":0.0007868882,"about_ca_system_score_gemma":0.08476254,"threshold_uncertainty_score":0.9998099},"labels":[],"label_agreement":null},{"id":"W4404066894","doi":"10.36834/cmej.78824","title":"Six ways to get a grip on developing reflexivity statements","year":2024,"lang":"en","type":"review","venue":"Canadian Medical Education Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":15,"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":"Reflexivity; Introspection; Perspective (graphical); Process (computing); Epistemology; Consciousness; Qualitative research; Value (mathematics); Sociology; Engineering ethics; Psychology; Computer science; Social science","score_opus":0.5127194175767124,"score_gpt":0.6786295047319902,"score_spread":0.16591008715527789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404066894","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":[0.0000013119286,0.86836827,0.0008009985,0.10492489,0.005330566,0.0005273578,0.000044351804,0.000019353243,0.019982906],"genre_scores_gemma":[0.0000012400649,0.9766108,0.0041818256,0.013371397,0.002945382,0.00007425188,0.000021579428,0.000034795416,0.0027587719],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930682,0.0029864586,0.0006838884,0.00034639405,0.0020754337,0.00083962455],"domain_scores_gemma":[0.9843362,0.00084121834,0.00017312387,0.00017671849,0.00049821235,0.013974559],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01962537,0.00023925901,0.0006262623,0.0009150298,0.0010242749,0.0004973767,0.0007696823,0.0005345172,0.0071775294],"category_scores_gemma":[0.079990484,0.00018570843,0.00022292466,0.001049891,0.00034444462,0.00014346727,0.000041045536,0.0029812965,0.0011277621],"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":true,"study_design_scores_codex":[6.174668e-7,0.000012166843,1.3223345e-7,0.0008989203,0.000041481966,0.000037187026,0.004352308,1.9000323e-8,1.8975812e-9,0.077852875,0.17803538,0.73876894],"study_design_scores_gemma":[0.000025619842,0.00003402036,6.706853e-7,0.016752988,0.000054146603,0.000019754094,0.0019935789,2.9178247e-7,1.1825827e-8,0.013893822,0.96701664,0.00020847435],"about_ca_topic_score_codex":0.02594548,"about_ca_topic_score_gemma":0.14237429,"teacher_disagreement_score":0.78898126,"about_ca_system_score_codex":0.0047366363,"about_ca_system_score_gemma":0.3591644,"threshold_uncertainty_score":0.99965},"labels":[],"label_agreement":null},{"id":"W4404134403","doi":"10.5751/es-15643-290415","title":"Naming the unnamed: relational values as knowledge and power","year":2024,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Geography","score_opus":0.11443638490835255,"score_gpt":0.511356167091785,"score_spread":0.39691978218343243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404134403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7215107,0.01845305,0.0014592682,0.10052563,0.00094557897,0.00028355067,0.000008134245,0.00009663139,0.15671746],"genre_scores_gemma":[0.9802845,0.0034086707,0.0021893044,0.0006776659,0.00018408697,0.000012113466,0.000001156861,0.0000049174273,0.013237589],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984939,0.0010288737,0.00006833201,0.00013226221,0.00011078969,0.00016580598],"domain_scores_gemma":[0.99513257,0.0047139255,0.000010934776,0.00003554999,0.00005329472,0.000053738884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006664708,0.00004189126,0.00006353925,0.000010430942,0.0011880186,0.000060454466,0.000050556413,0.00015436401,0.00018563983],"category_scores_gemma":[0.00082738214,0.000028368344,0.000044787514,0.00010965652,0.001806273,0.00009488093,0.000052072268,0.00035450884,0.000025209052],"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":[0.0000011089031,0.0000059391014,0.001524992,0.000012299717,0.00003375089,0.0000010886488,0.23073567,1.8475839e-7,0.00000972382,0.7588653,0.006652012,0.0021579],"study_design_scores_gemma":[0.00008262749,0.000057324607,0.045223843,0.000018816681,0.000012316792,0.000002657345,0.07540796,0.0006067451,0.0000027102792,0.49111438,0.38738996,0.00008067087],"about_ca_topic_score_codex":0.00006241171,"about_ca_topic_score_gemma":0.00014128113,"teacher_disagreement_score":0.38073793,"about_ca_system_score_codex":0.00003328784,"about_ca_system_score_gemma":0.0002568046,"threshold_uncertainty_score":0.91373986},"labels":[],"label_agreement":null},{"id":"W4404510415","doi":"10.1111/anhu.12534","title":"Enduring Connexions: Reflections on fieldwork friendships and the gift","year":2024,"lang":"en","type":"article","venue":"Anthropology & Humanism","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Sociology; Art; Gender studies; Visual arts","score_opus":0.2998786206644245,"score_gpt":0.5910506385064236,"score_spread":0.2911720178419991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404510415","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":[0.024883071,0.0073729167,0.007001924,0.3809336,0.0030006533,0.00049392047,0.00001075671,0.00032113167,0.57598203],"genre_scores_gemma":[0.99005115,0.0039495216,0.0006114174,0.001168493,0.0005369559,0.000036258185,0.000001058735,0.000010020435,0.0036351227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99682474,0.0023063081,0.00013241521,0.0002300983,0.00020110124,0.00030533946],"domain_scores_gemma":[0.9942973,0.005433306,0.000022086433,0.0001381446,0.000046081677,0.000063031795],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0042067175,0.00007810688,0.00012966125,0.000077976634,0.002817751,0.00014475537,0.00014939392,0.00014901647,0.0012723994],"category_scores_gemma":[0.0012448151,0.000052561147,0.00005491239,0.00017361507,0.008649968,0.00009261036,0.000055172328,0.0006679435,0.000083155326],"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":[0.000012435365,0.000010106236,0.000008221845,0.000008486693,0.000029367595,0.000011080463,0.07015587,2.0911466e-7,0.00002574427,0.92623496,0.0011355752,0.0023679482],"study_design_scores_gemma":[0.00015683766,0.00009834302,0.000061528015,0.000035155655,0.000014324516,0.0000032778332,0.07890958,0.000009797637,0.00008368379,0.6740108,0.24653985,0.0000768353],"about_ca_topic_score_codex":0.002720769,"about_ca_topic_score_gemma":0.00443526,"teacher_disagreement_score":0.96516806,"about_ca_system_score_codex":0.00003727277,"about_ca_system_score_gemma":0.00011815525,"threshold_uncertainty_score":0.9996406},"labels":[],"label_agreement":null},{"id":"W4404511066","doi":"10.1007/978-3-031-65797-9_5","title":"Being a Native Anthropologist Among Scientists","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Anthropology; Geography; Sociology; History; Ethnology","score_opus":0.22219410973595988,"score_gpt":0.5514590975243072,"score_spread":0.32926498778834734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404511066","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":[0.000009225804,0.00082338863,0.0014578,0.008354408,0.0009288796,0.0003041598,0.000036044676,0.00015912732,0.98792696],"genre_scores_gemma":[0.0017685851,0.0016535982,0.0025434983,0.00009506732,0.00045767566,0.000009091852,0.000007789091,0.00003567286,0.993429],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99703217,0.00042457238,0.00025754236,0.0005357069,0.001270928,0.00047906316],"domain_scores_gemma":[0.99745136,0.001617716,0.000090580754,0.00018879095,0.00041666251,0.00023486163],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008014692,0.00021298157,0.00031325725,0.00028588314,0.0010295598,0.00038229878,0.0003953575,0.0005047049,0.0060518067],"category_scores_gemma":[0.0015533607,0.00017599358,0.00020362815,0.00014344353,0.02141446,0.00016232893,0.00022549179,0.001134989,0.0007178058],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017536521,0.000004399285,0.000008877365,0.00005087058,0.000056708242,0.00006016751,0.013403827,6.112674e-8,0.0000010125863,0.97532976,0.0068552373,0.0042273127],"study_design_scores_gemma":[0.00001905558,0.000023258093,0.000004044449,0.00016938162,0.000011716244,1.9760542e-7,0.0049253553,0.0000050411654,0.000005474247,0.5579189,0.43676978,0.00014780668],"about_ca_topic_score_codex":0.006767329,"about_ca_topic_score_gemma":0.01696565,"teacher_disagreement_score":0.42991456,"about_ca_system_score_codex":0.00034928136,"about_ca_system_score_gemma":0.0006501597,"threshold_uncertainty_score":0.9998467},"labels":[],"label_agreement":null},{"id":"W4404739156","doi":"10.3138/utq.93.03.41","title":"Sabrina Reed. <i>Lives Lived, Lives Imagined: Landscapes of Resilience in the Works of Miriam Toews</i>","year":2024,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Trent University","funders":"","keywords":"Resilience (materials science); History; Aesthetics; Sociology; Genealogy; Environmental ethics; Art; Philosophy; Physics","score_opus":0.04112834393337555,"score_gpt":0.37302926094528877,"score_spread":0.3319009170119132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404739156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8281459,0.018098535,0.0046095555,0.0078089354,0.00026520083,0.00068050204,0.00007159825,0.00005909453,0.14026065],"genre_scores_gemma":[0.9927748,0.0019947218,0.004269743,0.00001278107,0.000041026662,3.4264667e-7,0.0000014787169,0.0000039714305,0.00090116356],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975228,0.0013851362,0.00018228378,0.0001897747,0.0004996416,0.00022038694],"domain_scores_gemma":[0.9976487,0.0018430753,0.00009572615,0.00018736132,0.00016877418,0.000056353307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030277683,0.000081782324,0.00022263298,0.000062402105,0.00012605196,0.0000300118,0.0005966933,0.00006500338,0.00024013511],"category_scores_gemma":[0.00015286278,0.000070320704,0.000119329576,0.00019629583,0.0011474045,0.00054113916,0.000031835123,0.0001845513,0.0000030704507],"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":[0.00012951237,0.00012103972,0.0008584454,0.00019038217,0.000039601247,0.000026485699,0.922152,0.000004475048,0.0012926182,0.0225433,0.001564428,0.051077753],"study_design_scores_gemma":[0.0002476286,0.00060755713,0.0055273357,0.00050911406,0.000023821018,6.6491987e-7,0.9747362,0.00016396084,0.00008265966,0.004324284,0.013659583,0.00011720624],"about_ca_topic_score_codex":0.100607924,"about_ca_topic_score_gemma":0.07778436,"teacher_disagreement_score":0.16462885,"about_ca_system_score_codex":0.00007504729,"about_ca_system_score_gemma":0.00021245611,"threshold_uncertainty_score":0.9390437},"labels":[],"label_agreement":null},{"id":"W4404747007","doi":"10.1108/978-1-83797-799-420241006","title":"Primary Research","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Dalhousie University","funders":"","keywords":"Primary (astronomy); Physics","score_opus":0.6981464476533491,"score_gpt":0.6656107613693504,"score_spread":0.03253568628399872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404747007","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":[3.3223577e-7,0.0029116226,0.000113558555,0.02153683,0.00030654762,0.00029662743,0.000017498774,0.00011329071,0.97470367],"genre_scores_gemma":[0.000010557185,0.0061327787,0.0027601782,0.0001979214,0.0010566051,0.000011544005,0.000008407856,0.0000443342,0.9897777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953016,0.0010070674,0.0002054741,0.00040414973,0.0025301073,0.0005516249],"domain_scores_gemma":[0.99439704,0.0043910188,0.000025206484,0.00025628714,0.0006757184,0.00025472854],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.031711332,0.00013156075,0.00023324034,0.00035373523,0.0006349931,0.00025682585,0.00043379303,0.00061466946,0.008729362],"category_scores_gemma":[0.001111933,0.00010892392,0.00014906834,0.00011908912,0.003224936,0.000074987605,0.00026802166,0.0026186297,0.0072634416],"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":[0.0000031763157,0.0000030139345,1.4831082e-7,0.00010429677,0.000028444645,0.00002926438,0.0050870343,8.989213e-9,0.000003731267,0.8873323,0.08948747,0.01792109],"study_design_scores_gemma":[0.000009501747,0.000017647511,3.1349597e-7,0.00009244753,0.0000028509007,9.852776e-8,0.0007210884,2.746959e-7,7.971998e-7,0.49227795,0.5068066,0.00007043656],"about_ca_topic_score_codex":0.0010417504,"about_ca_topic_score_gemma":0.0011195797,"teacher_disagreement_score":0.41731915,"about_ca_system_score_codex":0.00045015712,"about_ca_system_score_gemma":0.0016800237,"threshold_uncertainty_score":0.99968237},"labels":[],"label_agreement":null},{"id":"W4404797354","doi":"10.3138/jcfs.55.1.01","title":"Editorial Comments","year":2024,"lang":"en","type":"editorial","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Political science","score_opus":0.4002374551680661,"score_gpt":0.6292559012882707,"score_spread":0.2290184461202046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404797354","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":[0.000064328175,0.03622733,0.000101998754,0.0024936886,0.9493317,0.00019574736,0.0001016434,0.00002033117,0.011463254],"genre_scores_gemma":[0.00009921727,0.02917371,0.0011013646,0.00005102643,0.9658736,0.0000111953095,0.00000515508,0.00002397575,0.0036607552],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98811305,0.00516466,0.0010445105,0.000266589,0.004903443,0.00050776073],"domain_scores_gemma":[0.96826977,0.02225139,0.0009662078,0.00015853831,0.008107374,0.00024671044],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017612146,0.0003527578,0.0015944205,0.00036268908,0.00071420975,0.00029314897,0.00076756685,0.00066034554,0.000014289537],"category_scores_gemma":[0.012602378,0.0002583804,0.00046670396,0.00047393577,0.0024797062,0.00032451644,0.0002457657,0.003989203,0.000090390284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013292614,0.000059370017,0.0000022197655,0.00014225669,0.0015602671,0.000021204733,0.07862522,0.0000016169812,0.000008601255,0.003113499,0.9161262,0.00020665629],"study_design_scores_gemma":[0.00036025155,0.000436783,0.000002753164,0.0008154663,0.00016082184,1.5036487e-7,0.082079075,5.280857e-7,0.0000032278988,0.03329823,0.88262755,0.00021515548],"about_ca_topic_score_codex":0.00016671556,"about_ca_topic_score_gemma":0.00022811168,"teacher_disagreement_score":0.033498608,"about_ca_system_score_codex":0.00079770124,"about_ca_system_score_gemma":0.002939121,"threshold_uncertainty_score":0.9999868},"labels":[],"label_agreement":null},{"id":"W4405727404","doi":"10.1177/10778004241302299","title":"Opening the Tent for the Scholarship of Hope","year":2024,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Disadvantaged; Scholarship; Sociology; Qualitative research; Disadvantage; Government (linguistics); Engaged scholarship; Social justice; Economic Justice; Public relations; Media studies; Environmental ethics; Social science; Law; Political science","score_opus":0.6820794171604015,"score_gpt":0.6809398855844788,"score_spread":0.0011395315759227254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405727404","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08912358,0.035544112,0.46578145,0.37127748,0.004399229,0.0046074414,0.00021883023,0.00021720167,0.028830688],"genre_scores_gemma":[0.98021877,0.000614208,0.012291227,0.000661383,0.0009254778,0.00035207378,0.000004242311,0.000029592988,0.0049030385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98906416,0.009272079,0.0003087919,0.00022281207,0.00077039504,0.000361744],"domain_scores_gemma":[0.9458178,0.05336742,0.00007709106,0.00020579966,0.00046311563,0.00006873905],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.059863385,0.00009683492,0.00016279565,0.00006176868,0.0010418567,0.00025059326,0.00059002184,0.00008233746,0.00012240134],"category_scores_gemma":[0.01796174,0.000048788286,0.00017402018,0.0005829873,0.0037794013,0.000307986,0.000087517794,0.0004917844,0.000031010644],"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":[0.000016325554,0.0000072194316,0.000008096603,0.00005188636,0.000056464683,5.8761003e-7,0.4897846,0.0000026598327,0.00015762405,0.49436003,0.0017126227,0.013841876],"study_design_scores_gemma":[0.00007642106,0.00008487051,0.00014248834,0.00012291524,0.00001907096,2.2120699e-7,0.59442186,0.000093162744,0.00024638802,0.23856536,0.16615,0.00007720309],"about_ca_topic_score_codex":0.0005873217,"about_ca_topic_score_gemma":0.00012860041,"teacher_disagreement_score":0.89109516,"about_ca_system_score_codex":0.00007551383,"about_ca_system_score_gemma":0.00047604975,"threshold_uncertainty_score":0.99893177},"labels":[],"label_agreement":null},{"id":"W4405762874","doi":"10.21810/sfuer.v16i1.6763","title":"Letter From the Editors","year":2024,"lang":"en","type":"letter","venue":"SFU Educational Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":0.28739126508240376,"score_gpt":0.5846619567889932,"score_spread":0.2972706917065895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405762874","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":[9.7104625e-8,0.22033487,0.000015952817,0.75050974,0.00845542,0.00037734766,0.00012025062,0.000016204374,0.020170128],"genre_scores_gemma":[8.1022215e-8,0.082704246,0.00070188276,0.6676013,0.21434195,0.00016788597,0.00029008262,0.000019559546,0.034173038],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992896,0.0045011006,0.00032298113,0.00037003035,0.0015425533,0.00036734116],"domain_scores_gemma":[0.9864235,0.012676183,0.00012261994,0.00036632654,0.0003332289,0.0000781521],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006924119,0.00017778263,0.00030267655,0.000036854482,0.00045077718,0.00020562901,0.0007849917,0.0003534992,0.007750973],"category_scores_gemma":[0.008110503,0.00010963713,0.0002785134,0.00039066526,0.0008725094,0.00008504427,0.0000723302,0.002859117,0.004179467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.532909e-7,0.000005132088,0.0000025588429,0.0008845007,0.00004496172,0.000003058058,0.0015106439,3.6400736e-9,6.736945e-8,0.010959314,0.9815185,0.0050711134],"study_design_scores_gemma":[0.0000067493443,0.0000026331168,0.00001286861,0.00382965,0.000064435255,2.081307e-7,0.000072193565,5.4522225e-8,6.4377595e-8,0.1360906,0.85980016,0.00012037267],"about_ca_topic_score_codex":0.0017339658,"about_ca_topic_score_gemma":0.000078577534,"teacher_disagreement_score":0.20588653,"about_ca_system_score_codex":0.00021895661,"about_ca_system_score_gemma":0.0030845487,"threshold_uncertainty_score":0.9994413},"labels":[],"label_agreement":null},{"id":"W4406127907","doi":"10.1177/10541373241307621","title":"Embodied Knowledge: A Reflexive Account of Negotiating and Integrating Insider–Researcher–Practitioner Identities During a Bereavement Study","year":2025,"lang":"en","type":"article","venue":"Illness Crisis & Loss","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Embodied cognition; Insider; Reflexivity; Psychology; Negotiation; Identity (music); Identity negotiation; Autoethnography; Psychotherapist; Social psychology; Sociology; Epistemology; Aesthetics; Gender studies; Anthropology","score_opus":0.11556891556979942,"score_gpt":0.534197975672743,"score_spread":0.41862906010294354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406127907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9700758,0.00083393656,0.0017800858,0.0028007228,0.000260936,0.000722005,0.000016867903,0.00005029358,0.023459371],"genre_scores_gemma":[0.9972867,0.0004480896,0.00085768756,0.000047029756,0.00010887763,0.00014835031,0.0000022417898,0.000013470073,0.0010875524],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9940599,0.0037317695,0.00050715794,0.00038628012,0.00083277526,0.0004820762],"domain_scores_gemma":[0.99579024,0.0025830034,0.00018752758,0.00023798924,0.0010807108,0.000120553595],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009327113,0.0001626092,0.0003716114,0.00035079647,0.0015871208,0.00039586576,0.00028886527,0.000114874936,0.0000666595],"category_scores_gemma":[0.006123262,0.00014723152,0.00006953165,0.00079982757,0.0008727664,0.0006142933,0.0003809217,0.0005599845,0.000004178873],"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":[0.00012183291,0.00064094714,0.016780006,0.00064180937,0.0003439694,0.0000269675,0.6553669,0.000022459839,0.00058931886,0.31291196,0.00062097615,0.01193282],"study_design_scores_gemma":[0.00062376616,0.00008820884,0.011871544,0.0002657786,0.00003991625,4.9432356e-7,0.9370826,0.00006351498,0.0009416008,0.047885127,0.0009371343,0.00020029918],"about_ca_topic_score_codex":0.015538966,"about_ca_topic_score_gemma":0.007970552,"teacher_disagreement_score":0.2817157,"about_ca_system_score_codex":0.00028224697,"about_ca_system_score_gemma":0.00051780324,"threshold_uncertainty_score":0.9997127},"labels":[],"label_agreement":null},{"id":"W4406171582","doi":"10.1080/23750472.2024.2445685","title":"If nothing changes, nothing changes: exploring doing classification differently","year":2025,"lang":"en","type":"article","venue":"Managing Sport and Leisure","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Nothing; Psychology; Computer science; Epistemology; Philosophy","score_opus":0.22100630398437107,"score_gpt":0.44906735058849806,"score_spread":0.228061046604127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406171582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53885514,0.0033677267,0.04199474,0.2956448,0.0022016212,0.0012664038,0.000007679459,0.0005876452,0.11607426],"genre_scores_gemma":[0.98473686,0.0028335187,0.004174472,0.0007965665,0.0005932366,0.00007538414,0.000012065585,0.000023381113,0.0067545413],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983099,0.00017905748,0.00018083569,0.0003820027,0.0004549694,0.0004932347],"domain_scores_gemma":[0.9992061,0.00028194135,0.00009542442,0.00019200846,0.0001058994,0.00011857743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004200446,0.00015285416,0.00026194556,0.00028768583,0.0011422009,0.00030332632,0.00022785777,0.00012942769,0.00004530807],"category_scores_gemma":[0.0001333918,0.00014868006,0.000044393255,0.00049025164,0.00028807478,0.00029098918,0.00010727576,0.0004856885,0.000007770896],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020993732,0.000032774344,0.06400196,0.0005181397,0.00006414052,0.000014708412,0.2627894,0.0000054497445,0.0005159359,0.31064877,0.00021448651,0.3611732],"study_design_scores_gemma":[0.000243028,0.00002210407,0.035117645,0.0006450073,0.000030143708,2.8737566e-7,0.0880196,0.00058133504,0.000107844004,0.0035763746,0.8713851,0.0002715108],"about_ca_topic_score_codex":0.0022277709,"about_ca_topic_score_gemma":0.0014188965,"teacher_disagreement_score":0.87117064,"about_ca_system_score_codex":0.00011062687,"about_ca_system_score_gemma":0.000079237536,"threshold_uncertainty_score":0.87850016},"labels":[],"label_agreement":null},{"id":"W4406182490","doi":"10.1007/978-3-030-74923-1_556","title":"Fieldwork","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Waterloo","funders":"","keywords":"Geography; Sociology","score_opus":0.3617650820079133,"score_gpt":0.5762567217882278,"score_spread":0.21449163978031455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406182490","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":[8.823113e-8,0.0014340319,0.0006438656,0.020427529,0.0004497893,0.00010732644,0.0000068404656,0.000094284645,0.97683626],"genre_scores_gemma":[0.00002067822,0.0024490233,0.002629135,0.00034382514,0.00078932405,0.0000029859268,0.0000023006194,0.000018786437,0.99374396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988255,0.00012210837,0.00011701784,0.00019056642,0.00054431043,0.0002005249],"domain_scores_gemma":[0.9983758,0.0012583315,0.000022507269,0.00012366797,0.000100590965,0.000119122196],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032018148,0.000093888855,0.00014206892,0.00006841273,0.0001973542,0.000106990534,0.00017834084,0.00043006745,0.016704952],"category_scores_gemma":[0.00035986744,0.000076430464,0.00012727913,0.00002771267,0.000614518,0.00003214699,0.000061599174,0.0007628187,0.0030576638],"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":[8.5633377e-7,8.110302e-7,1.2407828e-7,0.000025525324,0.000021906277,0.000011283668,0.0033296004,1.7124355e-8,1.9894058e-7,0.93404514,0.046965808,0.01559872],"study_design_scores_gemma":[0.0000046971563,0.000006437377,5.45757e-8,0.000051624975,0.00000428156,4.142414e-8,0.0003726647,3.637387e-7,4.1042367e-7,0.4918908,0.50761455,0.00005408674],"about_ca_topic_score_codex":0.00044045647,"about_ca_topic_score_gemma":0.0011669612,"teacher_disagreement_score":0.46064875,"about_ca_system_score_codex":0.00006141886,"about_ca_system_score_gemma":0.00030174197,"threshold_uncertainty_score":0.9977186},"labels":[],"label_agreement":null},{"id":"W4406218486","doi":"10.12801/1947-5403.2024.16.01.00","title":"Executive Editor’s Introduction","year":2024,"lang":"en","type":"article","venue":"Huddersfield Research Portal (University of Huddersfield)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Psychology","score_opus":0.2095514337049085,"score_gpt":0.5066486035092793,"score_spread":0.29709716980437084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406218486","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":[0.00012670625,0.0009875832,0.009657062,0.05694976,0.0022927325,0.00037039432,0.0000128624015,0.00014050512,0.9294624],"genre_scores_gemma":[0.946519,0.003475609,0.004224825,0.000072401686,0.007113206,0.0000029246387,0.000017407192,0.000027087137,0.03854754],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99468714,0.0020821127,0.0001916464,0.0005287158,0.0017274199,0.00078295416],"domain_scores_gemma":[0.99615747,0.002343606,0.000051745545,0.00032305805,0.00079114514,0.0003329767],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008890689,0.00013528617,0.00024842977,0.0006160724,0.0012289208,0.00013849202,0.0005795814,0.00041812734,0.28170982],"category_scores_gemma":[0.0018827673,0.00015251404,0.00021937348,0.0012124598,0.0029195363,0.00071608706,0.00018765968,0.0015960789,0.00016553166],"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":[0.00004361353,0.000045406203,0.000015344565,0.00010016,0.00007619221,0.00013037374,0.03420183,0.0000020021664,0.0002972078,0.16583586,0.7924902,0.006761846],"study_design_scores_gemma":[0.00013358305,0.00016126208,0.0000016288981,0.00007750127,0.000014512705,0.0000021302972,0.8698661,0.00008103122,0.00015259499,0.019481929,0.10988422,0.00014350722],"about_ca_topic_score_codex":0.005705424,"about_ca_topic_score_gemma":0.0025648975,"teacher_disagreement_score":0.9463923,"about_ca_system_score_codex":0.0000010740506,"about_ca_system_score_gemma":0.001042386,"threshold_uncertainty_score":0.99979395},"labels":[],"label_agreement":null},{"id":"W4406674357","doi":"10.56105/cjsae.v36i01.5766","title":"Institutional Ethnography","year":2024,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Toronto; Mount Saint Vincent University","funders":"","keywords":"Ethnography; Sociology; Gender studies; Anthropology","score_opus":0.19699594467842824,"score_gpt":0.5463118185665667,"score_spread":0.3493158738881385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406674357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80308676,0.007893057,0.009660994,0.13780892,0.01728827,0.0022228723,0.00006651368,0.000026698635,0.021945901],"genre_scores_gemma":[0.99720377,0.00013637176,0.0006674574,0.00011867652,0.0006948009,0.00003660194,0.0000013644758,0.000004590664,0.0011363644],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989486,0.00041600916,0.00013733532,0.00007075698,0.0002460853,0.00018122916],"domain_scores_gemma":[0.9982331,0.00076151354,0.000033268647,0.0000622179,0.0006580061,0.00025189915],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034856123,0.000039631832,0.00005387572,0.00022882172,0.0021220823,0.00018085838,0.00020389966,0.000033876804,0.00006817066],"category_scores_gemma":[0.0019659481,0.000027892636,0.00006892382,0.00042541235,0.0004982165,0.00014528612,0.0000027192752,0.0002552639,0.000003557054],"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":[0.00000606474,0.00006220801,0.0011942998,0.000029307465,0.0000929929,0.0000011000316,0.3256958,0.000016692693,0.0000054298657,0.49945998,0.016217778,0.1572183],"study_design_scores_gemma":[0.000093643044,0.00015090044,0.0036466436,0.000086782304,0.000030480378,0.0000028785194,0.46061113,0.000036346664,0.0000041354187,0.074389845,0.46088886,0.00005835181],"about_ca_topic_score_codex":0.08421166,"about_ca_topic_score_gemma":0.2996127,"teacher_disagreement_score":0.4446711,"about_ca_system_score_codex":0.00013997935,"about_ca_system_score_gemma":0.0088798925,"threshold_uncertainty_score":0.99917704},"labels":[],"label_agreement":null},{"id":"W4406684429","doi":"10.1108/qram-01-2025-252","title":"Guest editorial: Shining a light on the invisible work: the both- and many-sidedness of conducting (ethnographic) research","year":2025,"lang":"en","type":"editorial","venue":"Qualitative Research in Accounting & Management","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; York University","funders":"","keywords":"Ethnography; Work (physics); Sociology; Media studies; Engineering; Anthropology; Mechanical engineering","score_opus":0.5115790222340234,"score_gpt":0.6411932715171587,"score_spread":0.12961424928313525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406684429","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":[0.0022788462,0.00281877,0.0000725379,0.07074205,0.8154904,0.005824904,0.00009620513,0.000096930584,0.102579355],"genre_scores_gemma":[0.010190677,0.009285976,0.0011050671,0.00012584917,0.96726364,0.0020395112,0.00004291071,0.00014291439,0.009803426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.8562859,0.11780875,0.0018917854,0.0019118318,0.01866905,0.0034326375],"domain_scores_gemma":[0.60218847,0.38679287,0.00092605065,0.0019355699,0.007822177,0.0003348452],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.47054434,0.0005291189,0.0009771767,0.0030738937,0.004995949,0.0017716821,0.0034876645,0.0011099911,0.00004123501],"category_scores_gemma":[0.13625412,0.00035560946,0.00022768659,0.010210624,0.009702553,0.0005078574,0.0027966814,0.0127968965,0.000025913861],"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":[0.0001603438,0.00010544976,0.000022805547,0.0010251045,0.00019997817,0.00001688992,0.15473686,0.0000016107806,0.000006874916,0.18644208,0.65462494,0.0026570535],"study_design_scores_gemma":[0.00028787224,0.00010016352,0.0000148311565,0.003493993,0.000015202958,2.4081082e-8,0.36403993,0.000003817096,0.000012691282,0.068398364,0.56342065,0.00021247267],"about_ca_topic_score_codex":0.015579619,"about_ca_topic_score_gemma":0.0020061282,"teacher_disagreement_score":0.33429024,"about_ca_system_score_codex":0.0009396896,"about_ca_system_score_gemma":0.0018469963,"threshold_uncertainty_score":0.9998896},"labels":[],"label_agreement":null},{"id":"W4406816156","doi":"10.5117/9789463727679_ch03","title":"Confronting Politicized Research: The Case for Reflexive Neutrality","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Reflexivity; Neutrality; Political science; Sociology; Social science; Law","score_opus":0.7478577550375748,"score_gpt":0.6750149427833435,"score_spread":0.07284281225423128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406816156","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":[0.0000062965837,0.0004653266,0.003471542,0.059071586,0.00022949315,0.0015478801,0.00016474842,0.000055921537,0.9349872],"genre_scores_gemma":[0.00092471694,0.0004235961,0.0046752174,0.0005881188,0.000828351,0.000097273216,0.000011050042,0.000024227762,0.99242747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9926094,0.0046266676,0.0004239039,0.0004730649,0.00090531405,0.00096169306],"domain_scores_gemma":[0.9645855,0.03262337,0.00012180468,0.00044341892,0.0019944094,0.00023152912],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05589038,0.0001956231,0.0003978064,0.00017951577,0.003331516,0.0003015217,0.0005891082,0.0005564124,0.00075671816],"category_scores_gemma":[0.01295803,0.00013354052,0.00029587312,0.000107798216,0.0045717484,0.000087363434,0.00022217249,0.0017177362,0.000032586944],"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":[0.00003260506,0.000004601345,2.5287395e-7,0.00010237847,0.00006588846,0.000059789472,0.009658078,4.536785e-8,0.0000016524554,0.94349045,0.03535665,0.011227627],"study_design_scores_gemma":[0.000084820866,0.00002787622,2.2585552e-7,0.000064223095,0.0000139314625,0.0000014309176,0.011351523,0.00000551879,0.0000044316807,0.4952794,0.49308237,0.00008422567],"about_ca_topic_score_codex":0.020479226,"about_ca_topic_score_gemma":0.019638853,"teacher_disagreement_score":0.45772573,"about_ca_system_score_codex":0.00034978474,"about_ca_system_score_gemma":0.0021138021,"threshold_uncertainty_score":0.9982502},"labels":[],"label_agreement":null},{"id":"W4406938295","doi":"10.3138/cjpe.39.2.01.en","title":"Editors’ Remarks","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Philosophy","score_opus":0.39665271964067156,"score_gpt":0.6107709316613831,"score_spread":0.21411821202071152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406938295","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":[0.06448379,0.05444958,0.041206006,0.3938293,0.08064762,0.0070922384,0.00004942641,0.00024529404,0.35799673],"genre_scores_gemma":[0.942887,0.00026347564,0.036309525,0.00015323253,0.01888595,0.00006471543,0.00000794952,0.000025533456,0.0014026026],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638957,0.0021478585,0.00021568475,0.00007666123,0.0009076933,0.00026254027],"domain_scores_gemma":[0.9976292,0.00048707836,0.00006166364,0.000053886353,0.001220634,0.0005474913],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.032167014,0.00004480235,0.00008180016,0.00028013455,0.0002960207,0.00038698257,0.00014803329,0.000094631156,0.0007605463],"category_scores_gemma":[0.007086122,0.00003882744,0.00007947243,0.00045674047,0.00037701707,0.00032089592,0.0000027375638,0.00036548052,0.000025710606],"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":[0.0000020665148,0.0000058666337,0.00013329477,0.000018109482,0.00002603359,0.00002489542,0.019082855,0.000007763456,0.000013053421,0.028963171,0.037731424,0.91399145],"study_design_scores_gemma":[0.000067198045,0.0001269388,0.0004026235,0.0001249227,0.000028861794,0.0000035768526,0.004670227,0.00091460434,0.000008975083,0.059674043,0.93392515,0.00005289186],"about_ca_topic_score_codex":0.007815633,"about_ca_topic_score_gemma":0.055390414,"teacher_disagreement_score":0.9139386,"about_ca_system_score_codex":0.0005480635,"about_ca_system_score_gemma":0.0125109805,"threshold_uncertainty_score":0.9987914},"labels":[],"label_agreement":null},{"id":"W4406962165","doi":"10.36367/ntqr.21.1.2025.e1003","title":"CIRCLING THE DATA – LEARNING TO USE FEMINIST POSTSTRUCTURALIST DISCOURSE ANALYSIS","year":2025,"lang":"en","type":"article","venue":"New Trends in Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Sociology; Psychology; Computer science","score_opus":0.749951164907236,"score_gpt":0.7583952171815697,"score_spread":0.008444052274333647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406962165","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":[0.3088835,0.001188631,0.0289847,0.5008505,0.00059253443,0.0015486822,0.000554841,0.00019724637,0.1571994],"genre_scores_gemma":[0.92491734,0.00018651964,0.010937104,0.00038279127,0.00019135521,0.00004703183,0.00013432186,0.000020636662,0.063182876],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94708616,0.04751228,0.0006124134,0.00096948165,0.002515484,0.0013041721],"domain_scores_gemma":[0.95076746,0.04675257,0.00010267741,0.0011901495,0.00075269584,0.00043446082],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.086448774,0.00019266228,0.00047002762,0.0024638758,0.0022458532,0.00093586417,0.0023835963,0.00017401471,0.00039470856],"category_scores_gemma":[0.061796304,0.00014626587,0.00015539708,0.017818723,0.003228402,0.00053437107,0.0011354728,0.0023640243,0.00003522686],"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":[0.00011325397,0.000046780697,0.0073566297,0.000017258777,0.00032138152,0.000010465456,0.5878216,0.00013393452,0.0000689022,0.28292197,0.0088651525,0.11232265],"study_design_scores_gemma":[0.0003291542,0.0000902415,0.02213689,0.000103173465,0.000060901217,1.2156872e-7,0.8018545,0.0006512954,0.000018941717,0.03221847,0.14229345,0.00024288872],"about_ca_topic_score_codex":0.08120954,"about_ca_topic_score_gemma":0.072605275,"teacher_disagreement_score":0.61603385,"about_ca_system_score_codex":0.00054195133,"about_ca_system_score_gemma":0.0012577921,"threshold_uncertainty_score":0.99993753},"labels":[],"label_agreement":null},{"id":"W4407136884","doi":"10.1097/ans.0000000000000553","title":"Conducting Intersectional Analysis in Nursing Research","year":2025,"lang":"en","type":"article","venue":"Advances in Nursing Science","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Intersectionality; Variety (cybernetics); Sociology; Gender studies; Computer science","score_opus":0.2918420496140731,"score_gpt":0.6845237638011628,"score_spread":0.39268171418708964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407136884","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":[0.15504377,0.003068142,0.031216646,0.012875429,0.0013813972,0.00032033594,0.000001609198,0.000041530137,0.79605114],"genre_scores_gemma":[0.9802666,0.00028734407,0.01890535,0.000047167887,0.00005104671,0.000012546771,4.1697632e-7,0.000002917828,0.00042663567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9944914,0.002447318,0.0002940518,0.0005311843,0.0013538708,0.00088217884],"domain_scores_gemma":[0.9959697,0.0032103106,0.000051664843,0.00018713507,0.00047887082,0.0001022932],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03450337,0.00007618946,0.00019362588,0.0028094742,0.0013758297,0.00020093872,0.0006614084,0.000069767484,0.000024934703],"category_scores_gemma":[0.0105018355,0.00007835427,0.000048272253,0.020311896,0.012571445,0.0013562109,0.000034943852,0.00081123906,0.0000031995296],"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":[0.00001661821,0.0000886197,0.010138872,0.000007243102,0.0000027333863,0.0000021173519,0.045026805,0.00060473115,0.00060701126,0.72281,0.000019161957,0.22067611],"study_design_scores_gemma":[0.00015786695,0.000030147825,0.009175787,0.0014855582,0.0000068270633,2.889332e-7,0.15664732,0.0021366666,0.0004380832,0.82859564,0.0012007622,0.00012502084],"about_ca_topic_score_codex":0.0007288238,"about_ca_topic_score_gemma":0.00257114,"teacher_disagreement_score":0.8252228,"about_ca_system_score_codex":0.0019930413,"about_ca_system_score_gemma":0.0011029366,"threshold_uncertainty_score":0.99992424},"labels":[],"label_agreement":null},{"id":"W4407143551","doi":"10.1353/cpr.2024.a948667","title":"Story Sharing for Sexual Health: Piloting Culturally Relevant Intervention with South Asian Immigrant Women in Canada","year":2024,"lang":"en","type":"article","venue":"Progress in community health partnerships","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Immigration; Intervention (counseling); Community-based participatory research; Reproductive health; Asian americans; Health equity; Gender studies; Culturally appropriate; Psychology; Medicine; Gerontology; Political science; Sociology; Ethnic group; Environmental health; Nursing; Public health; Participatory action research; Population; Anthropology","score_opus":0.3820825001849336,"score_gpt":0.533260183160925,"score_spread":0.15117768297599143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407143551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86550885,0.009868864,0.00082179194,0.12040661,0.00035763247,0.0024161208,0.000060854876,0.00014916206,0.0004101046],"genre_scores_gemma":[0.99567986,0.00013396927,0.0030282387,0.00038892977,0.00007836762,0.00047358347,0.000027666923,0.00002616114,0.00016320488],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9821779,0.014682838,0.000633651,0.00032819365,0.0006685635,0.0015088135],"domain_scores_gemma":[0.99621814,0.0026691018,0.0002049263,0.00028721878,0.00012878826,0.0004918303],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.06053981,0.00017184285,0.0004205134,0.00020835448,0.0014878958,0.00017534243,0.00053162954,0.00008042695,0.000008903159],"category_scores_gemma":[0.0016658283,0.0001500287,0.000038546346,0.00069847103,0.00046023383,0.00026135275,0.00012927048,0.0025880497,0.0000013084772],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001669214,0.00013231141,0.059913766,0.004400034,0.000025785977,0.0000102593685,0.7728521,0.000010126252,2.5808615e-7,0.011689563,0.00015311864,0.15064573],"study_design_scores_gemma":[0.00071881525,0.0009701879,0.014099615,0.0033236183,0.0000021831374,0.0000012045288,0.9593604,0.0010781144,0.0000011198629,0.0036496706,0.016532505,0.00026257132],"about_ca_topic_score_codex":0.9075727,"about_ca_topic_score_gemma":0.9979723,"teacher_disagreement_score":0.18650827,"about_ca_system_score_codex":0.007063367,"about_ca_system_score_gemma":0.008145029,"threshold_uncertainty_score":0.999812},"labels":[],"label_agreement":null},{"id":"W4407264809","doi":"10.29173/cais1966","title":"The Conceptual Leap","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Computer science","score_opus":0.08875653964157844,"score_gpt":0.40856113733240373,"score_spread":0.3198045976908253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407264809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71443987,0.0007541665,0.00016771977,0.05939634,0.00039444273,0.00061021856,0.00007655232,0.000052312666,0.22410838],"genre_scores_gemma":[0.9896167,0.00076658564,0.0005770972,0.00032958115,0.00010402508,0.00003055106,5.829466e-7,0.000009580986,0.008565302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753296,0.00036695413,0.00044510936,0.00024741574,0.0008440922,0.0005634834],"domain_scores_gemma":[0.9285316,0.0032274518,0.0005798669,0.00022810246,0.06726023,0.00017279222],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007051136,0.00016727918,0.0003441018,0.000094635994,0.00097427645,0.0023395335,0.0023122164,0.00019492638,0.00003187366],"category_scores_gemma":[0.1365021,0.00010606623,0.00018771325,0.0007400526,0.0060867053,0.003366014,0.00053481804,0.000542148,0.0000032550884],"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":[0.000077027944,0.0000410419,0.014157282,0.000081378035,0.00006938212,1.986777e-7,0.1387117,3.949e-7,0.0020425215,0.8258213,0.007603601,0.011394162],"study_design_scores_gemma":[0.00031170374,0.00012293435,0.012033689,0.0002508642,0.000038548427,6.7816785e-7,0.13015224,0.000036062425,0.007786596,0.13530184,0.71379536,0.00016949256],"about_ca_topic_score_codex":0.0012097155,"about_ca_topic_score_gemma":0.0002254449,"teacher_disagreement_score":0.7061918,"about_ca_system_score_codex":0.000086267166,"about_ca_system_score_gemma":0.0012430978,"threshold_uncertainty_score":0.99869615},"labels":[],"label_agreement":null},{"id":"W4407297953","doi":"10.61824/dma.vi25.732","title":"Researcher trajectories, intersections, and multiple consciousness","year":2024,"lang":"en","type":"article","venue":"Dyskursy Młodych Andragogów.","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 the Fraser Valley","funders":"","keywords":"Consciousness; Psychology; Computer science; Cognitive science; Neuroscience","score_opus":0.16799911405193146,"score_gpt":0.5131316465367269,"score_spread":0.3451325324847955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407297953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7189606,0.0266869,0.016117144,0.0606599,0.007478543,0.0019444821,0.00032697045,0.0014246651,0.16640083],"genre_scores_gemma":[0.9794834,0.0021644353,0.0010627649,0.00009482621,0.00059237564,0.00003107174,0.0000120721825,0.0000267526,0.016532306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964259,0.0017806874,0.0001954133,0.00039280942,0.000627431,0.00057771965],"domain_scores_gemma":[0.99614173,0.003094263,0.000020963656,0.00016243073,0.00022213647,0.00035847485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062002707,0.00013134553,0.0001820713,0.00021488708,0.00079407095,0.0004990988,0.00019805916,0.00017406518,0.0003800159],"category_scores_gemma":[0.0035105876,0.00011606484,0.00007333117,0.00069236575,0.0018116672,0.00037430762,0.00007343165,0.0006676463,0.000070820286],"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":[0.0001684551,0.00015165978,0.011313034,0.00049998495,0.0002272191,0.00018984856,0.23470914,0.0000026268065,0.0021523468,0.5581317,0.053253412,0.13920055],"study_design_scores_gemma":[0.00032874558,0.00014892832,0.0014697703,0.00016355245,0.000013995866,0.000007873395,0.05296601,0.00045744286,0.00022244584,0.038809627,0.905132,0.00027961715],"about_ca_topic_score_codex":0.0070756427,"about_ca_topic_score_gemma":0.007963095,"teacher_disagreement_score":0.8518786,"about_ca_system_score_codex":0.00012822925,"about_ca_system_score_gemma":0.00055972626,"threshold_uncertainty_score":0.99953634},"labels":[],"label_agreement":null},{"id":"W4407402547","doi":"10.1177/16094069251321250","title":"Absences and Silences in Critical Discourse Analysis: Methodological Reflections","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Victoria","funders":"","keywords":"Critical discourse analysis; Sociology; Epistemology; Discourse analysis; Political science; Linguistics; Philosophy; Politics; Law; Ideology","score_opus":0.9146265726092929,"score_gpt":0.8393162368023045,"score_spread":0.07531033580698843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407402547","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019601872,0.0017112632,0.9048663,0.062880866,0.0008826588,0.00007967811,0.00001017464,0.000008852593,0.009958328],"genre_scores_gemma":[0.2628355,0.0010555966,0.7351695,0.00034898252,0.0001592283,0.00000883708,6.574384e-7,0.0000031469044,0.00041855476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9410416,0.056776144,0.00081182993,0.00022806633,0.0008804231,0.0002619355],"domain_scores_gemma":[0.93746567,0.06050637,0.00028300215,0.00007654512,0.0015254987,0.00014290883],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.101366304,0.00011360516,0.00049650524,0.0012994176,0.00023560278,0.00016336174,0.000508317,0.0001297972,0.00014466945],"category_scores_gemma":[0.08959689,0.000087529115,0.00023113654,0.001512822,0.0029102936,0.00045614826,0.00008463004,0.0006681202,9.0971037e-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":[0.00012866902,0.000113923496,0.0017702515,0.0000107213,0.0006777121,0.000022080736,0.17774056,0.00003120739,0.0005341918,0.77189326,0.00007406259,0.04700337],"study_design_scores_gemma":[0.00020207457,0.00009195404,0.005202644,0.00009902667,0.00010753379,0.0000021487685,0.35535333,0.000093537434,0.00019281756,0.63421625,0.004348005,0.00009068839],"about_ca_topic_score_codex":0.0008627542,"about_ca_topic_score_gemma":0.0007488299,"teacher_disagreement_score":0.24323362,"about_ca_system_score_codex":0.0001678206,"about_ca_system_score_gemma":0.00048080247,"threshold_uncertainty_score":0.9998032},"labels":[],"label_agreement":null},{"id":"W4407613817","doi":"10.1007/978-3-031-83483-7_2","title":"Method","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Memorial University of Newfoundland","funders":"","keywords":"Computer science","score_opus":0.32586355666288536,"score_gpt":0.6187149633835164,"score_spread":0.29285140672063104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407613817","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":[4.7768998e-9,0.0003337034,0.09884723,0.0118894465,0.00014316526,0.00015987262,0.0000122806905,0.00006231894,0.88855195],"genre_scores_gemma":[2.4442969e-7,0.001268072,0.20111084,0.00055192545,0.00020469114,0.0000036763947,0.0000030303281,0.000008820294,0.7968487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977361,0.00095565966,0.00016857065,0.00024344433,0.00064702606,0.00024920257],"domain_scores_gemma":[0.99529546,0.0040539633,0.000054407967,0.00017191937,0.00029410355,0.00013016992],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010096736,0.00011915796,0.00024628334,0.00013279589,0.00036172554,0.00006438543,0.0002845501,0.00048840605,0.008998245],"category_scores_gemma":[0.0012435456,0.00010393762,0.00015232024,0.00004391323,0.0005978333,0.00004310018,0.00008547071,0.00065820816,0.0002713255],"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":[0.0000016246385,0.0000015414479,1.5802686e-7,0.000019514553,0.000026469375,0.000002248632,0.0015793621,2.5909273e-8,5.902779e-7,0.80498165,0.044434503,0.14895232],"study_design_scores_gemma":[0.000015116591,0.0000055547116,1.5428377e-7,0.000034906247,0.000006215981,2.1808448e-8,0.00032656803,0.000001368467,0.0000018809101,0.46585298,0.5336903,0.00006498232],"about_ca_topic_score_codex":0.0011863459,"about_ca_topic_score_gemma":0.0012232867,"teacher_disagreement_score":0.48925576,"about_ca_system_score_codex":0.000112010624,"about_ca_system_score_gemma":0.0010458645,"threshold_uncertainty_score":0.99190766},"labels":[],"label_agreement":null},{"id":"W4407803293","doi":"10.1075/rmal.8.01saw","title":"Reflectivity and reflexivity in qualitative research and scholarship","year":2025,"lang":"en","type":"book-chapter","venue":"Research methods in applied linguistics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Western University","funders":"","keywords":"Reflexivity; Scholarship; Reflectivity; Qualitative research; Sociology; X-ray reflectivity; Political science; Optics; Social science; Physics","score_opus":0.8070695575348861,"score_gpt":0.7789357948412491,"score_spread":0.028133762693636988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407803293","genre_codex":"other","genre_gemma":"methods","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":[0.00006828693,0.0033409325,0.0027562026,0.0018486911,0.00021531832,0.0019488916,0.00006062245,0.0000483861,0.98971266],"genre_scores_gemma":[0.005600238,0.028477373,0.6933343,0.000086778564,0.001119446,0.00034355596,0.000017577846,0.00013860218,0.27088216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9047409,0.08187034,0.00161322,0.0027029407,0.005799546,0.0032730424],"domain_scores_gemma":[0.8484875,0.14656252,0.00019768983,0.00084778504,0.0032124517,0.0006920401],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.4160878,0.00047643238,0.0012605484,0.0036364489,0.0016170329,0.00048015936,0.00090152834,0.0018701381,0.00007039232],"category_scores_gemma":[0.30656788,0.00051324687,0.0000778691,0.0017466029,0.0130321765,0.000058693953,0.0015950185,0.015562314,0.000015213098],"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":[0.00025969258,0.0000826147,0.000055834724,0.00074708665,0.00003578495,0.000051839572,0.03540195,3.0318296e-7,0.000117020325,0.8919742,0.00034848103,0.0709252],"study_design_scores_gemma":[0.0003117105,0.00012925203,0.000054742188,0.0008200456,0.000005557648,2.2398697e-7,0.008248936,0.000019034871,0.00006489407,0.7056663,0.28437194,0.000307363],"about_ca_topic_score_codex":0.0032497945,"about_ca_topic_score_gemma":0.008569567,"teacher_disagreement_score":0.7188305,"about_ca_system_score_codex":0.001881657,"about_ca_system_score_gemma":0.0035774582,"threshold_uncertainty_score":0.9997319},"labels":[],"label_agreement":null},{"id":"W4407947394","doi":"10.1080/17482631.2025.2464380","title":"Best practices for supporting researchers’ mental health in emotionally demanding research across academic and non-academic contexts","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Studies on Health and Well-Being","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":7,"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":"Research England","keywords":"Mental health; Psychology; Applied psychology; Medical education; Psychotherapist; Medicine","score_opus":0.6508380549986023,"score_gpt":0.7545050139223344,"score_spread":0.10366695892373212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407947394","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":[0.41108838,0.014103009,0.0015070684,0.5698857,0.0007370492,0.00096267177,0.00003578976,0.0000069399166,0.0016734364],"genre_scores_gemma":[0.88909084,0.101038404,0.0039671506,0.0045275413,0.0004912768,0.00004331465,0.0000069173393,0.000015267398,0.0008192666],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98782027,0.00785018,0.0014759231,0.00035812554,0.0015884148,0.0009070768],"domain_scores_gemma":[0.9654585,0.030766226,0.0014624156,0.000057126952,0.0018382458,0.00041747873],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.114892125,0.00014520595,0.00053076615,0.00067426305,0.0018351111,0.00012164241,0.00036429937,0.00013161592,0.0000029221312],"category_scores_gemma":[0.059055787,0.00012855874,0.00007144185,0.00044295326,0.0014951851,0.0005755436,0.00021141658,0.0021152494,0.0000011623508],"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":[0.0007804964,0.000057858648,0.0032230979,0.00035049487,0.00021307165,0.000005324838,0.7768112,0.0000035109872,0.000076104705,0.16647023,0.0014994153,0.05050919],"study_design_scores_gemma":[0.0012979049,0.0008540284,0.00078225584,0.003122405,0.0000024775159,0.0000030412236,0.80375373,0.00006089461,0.00004107965,0.17886654,0.0111210095,0.00009466134],"about_ca_topic_score_codex":0.0015881782,"about_ca_topic_score_gemma":0.0011600498,"teacher_disagreement_score":0.5653581,"about_ca_system_score_codex":0.00092623977,"about_ca_system_score_gemma":0.00211271,"threshold_uncertainty_score":0.9994644},"labels":[],"label_agreement":null},{"id":"W4408028259","doi":"10.3828/index.2025.5","title":"Connections between qualitative research and book indexing","year":2025,"lang":"en","type":"article","venue":"The Indexer","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"The Arctic Eider Society","funders":"","keywords":"Search engine indexing; Computer science; Information retrieval","score_opus":0.5910255975674431,"score_gpt":0.7054754756077813,"score_spread":0.11444987804033824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408028259","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":[0.15196815,0.00245342,0.012343395,0.3536648,0.00026755536,0.0010587703,0.000022428914,0.00010580614,0.47811568],"genre_scores_gemma":[0.9352097,0.00045953723,0.00075672125,0.0006873705,0.000256825,0.00006426197,0.0000012915388,0.0000084609665,0.06255585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9895596,0.009065732,0.00015823198,0.00018202781,0.0006259394,0.0004084771],"domain_scores_gemma":[0.9782316,0.021046277,0.000028116916,0.00016466742,0.00044117108,0.00008817375],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.036360193,0.00005922046,0.00012554765,0.00017203514,0.0025689597,0.00015243469,0.00026732023,0.00011701063,0.00011022445],"category_scores_gemma":[0.006468997,0.000041947413,0.000027045497,0.00084778154,0.0037540868,0.00015582162,0.00015246912,0.00087476213,0.000025821375],"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":[0.000008763817,0.000009506344,0.00085805194,0.000009925322,0.000030315074,3.822382e-7,0.21524464,2.2116335e-7,0.000033322896,0.7753019,0.005030024,0.0034729594],"study_design_scores_gemma":[0.00008928289,0.000026998183,0.0015644822,0.000038581784,0.0000040662044,4.355695e-8,0.20075774,0.0000027456285,0.00010430097,0.54999703,0.24736859,0.00004615822],"about_ca_topic_score_codex":0.0042104064,"about_ca_topic_score_gemma":0.0008917006,"teacher_disagreement_score":0.7832415,"about_ca_system_score_codex":0.000104609346,"about_ca_system_score_gemma":0.0004441518,"threshold_uncertainty_score":0.9989571},"labels":[],"label_agreement":null},{"id":"W4408055848","doi":"10.2460/ajvr.25.01.0025","title":"Pursuing relevant regional and far-reaching research","year":2025,"lang":"en","type":"article","venue":"American Journal of Veterinary Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Prince Edward Island","funders":"","keywords":"Medicine","score_opus":0.6241345090875338,"score_gpt":0.6767008847866411,"score_spread":0.05256637569910738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408055848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9044149,0.0027215201,0.0017719369,0.06840144,0.00016507275,0.00026391944,0.0000025433678,0.000014789641,0.022243904],"genre_scores_gemma":[0.975941,0.00763454,0.0135608595,0.00016317035,0.0003502424,0.000011508643,4.0333845e-7,0.00001641195,0.0023218568],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97105914,0.024071787,0.00047914102,0.00029228054,0.0030462244,0.0010514434],"domain_scores_gemma":[0.98157597,0.015030945,0.00015423643,0.00024141584,0.0025590325,0.00043843436],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.10079744,0.00010661751,0.0003653365,0.0014080416,0.0020431383,0.0003203125,0.0008272974,0.000085006315,0.000040240022],"category_scores_gemma":[0.013328855,0.0000917573,0.00010167068,0.0024237195,0.009467219,0.00038291508,0.00042002473,0.0032105611,0.000008268561],"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":[0.0012538958,0.00018554552,0.0023783268,0.000105695035,0.0001441711,0.00045733416,0.047916535,0.0000028848658,0.016219059,0.16461796,0.005889289,0.7608293],"study_design_scores_gemma":[0.0005098385,0.0059596836,0.00701028,0.0007669108,0.000008337526,0.00011713806,0.21464707,0.000065764274,0.000069053465,0.07551009,0.6951445,0.0001913788],"about_ca_topic_score_codex":0.0030973868,"about_ca_topic_score_gemma":0.00008808668,"teacher_disagreement_score":0.76063794,"about_ca_system_score_codex":0.0004499469,"about_ca_system_score_gemma":0.0018475858,"threshold_uncertainty_score":0.9992561},"labels":[],"label_agreement":null},{"id":"W4408150876","doi":"10.1177/16094069251324170","title":"“You Have Some Questions for Me?” considering Qualitative Interviewing","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Victoria; University of Calgary; University of Alberta","funders":"","keywords":"Interview; Qualitative research; Psychology; Sociology; Social science; Anthropology","score_opus":0.8169382904579457,"score_gpt":0.7682675818428851,"score_spread":0.04867070861506062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408150876","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021787698,0.0023942348,0.9298387,0.05628013,0.002526913,0.0003419039,0.000066477216,0.00002644148,0.006346422],"genre_scores_gemma":[0.024288125,0.00071450416,0.9687376,0.0015184009,0.00075161,0.00006477027,0.0000060164416,0.00002456162,0.0038944343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9536923,0.0430006,0.0014145663,0.0002965876,0.0011440723,0.00045184503],"domain_scores_gemma":[0.93866616,0.05400474,0.00093359035,0.00015690918,0.0060163126,0.00022229651],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11385142,0.00021688081,0.0006238465,0.0008624851,0.00051386945,0.00025486824,0.0009108239,0.00017069746,0.00010249264],"category_scores_gemma":[0.087305866,0.00019695328,0.0005263429,0.00036652005,0.0015563761,0.0009665092,0.0001432254,0.0007411948,0.000004380019],"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":[0.00013234632,0.000066561915,0.000012551979,0.000037822214,0.00055517803,0.0000049898226,0.3939853,0.00001427486,0.0012202313,0.5662194,0.00093083817,0.036820512],"study_design_scores_gemma":[0.0005612901,0.00010416792,0.00001874007,0.00037266497,0.000037508504,0.0000020966038,0.38009402,0.00009197485,0.0015147252,0.52789885,0.089178644,0.00012530827],"about_ca_topic_score_codex":0.00043437871,"about_ca_topic_score_gemma":0.00011494437,"teacher_disagreement_score":0.088247806,"about_ca_system_score_codex":0.0006510553,"about_ca_system_score_gemma":0.0012478036,"threshold_uncertainty_score":0.92038214},"labels":[],"label_agreement":null},{"id":"W4408227363","doi":"10.4103/cjrm.cjrm_88_24","title":"Paradigms, values, assumptions and debates regarding ‘proper’ qualitative research","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Waterloo","funders":"","keywords":"Qualitative research; Epistemology; Sociology; Management science; Social science; Philosophy; Economics","score_opus":0.41511520833464316,"score_gpt":0.6391602350785062,"score_spread":0.224045026743863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408227363","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":[0.23088378,0.041745543,0.0020049368,0.6353866,0.0013362643,0.00049168273,0.000018242408,0.000015089203,0.08811789],"genre_scores_gemma":[0.98614204,0.0032802396,0.0015228459,0.00051591324,0.0005928268,0.000004824691,0.0000015828592,0.0000088261995,0.007930904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99175024,0.0065393606,0.0003775379,0.00009533996,0.00069510617,0.00054242485],"domain_scores_gemma":[0.99178445,0.005585237,0.00010132968,0.000102248814,0.0014495756,0.0009771643],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03656148,0.0000829135,0.0002950849,0.0008379383,0.0013774546,0.00008052533,0.0002947415,0.00010500283,0.00014037975],"category_scores_gemma":[0.030774001,0.000059771224,0.00004416132,0.00089634175,0.0043205167,0.00023571563,0.000017562646,0.0009343491,0.000004801727],"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":[0.000032210322,0.000007415072,0.001637646,0.00006270294,0.00010689756,0.00006225463,0.37711608,0.0000011868825,0.00038031413,0.53591007,0.06057865,0.024104599],"study_design_scores_gemma":[0.00043513585,0.00023288411,0.0016745387,0.0011271854,0.000022279128,0.000007819689,0.55143243,0.0000068448385,0.000023099707,0.23799759,0.20696366,0.00007654142],"about_ca_topic_score_codex":0.08711083,"about_ca_topic_score_gemma":0.06795945,"teacher_disagreement_score":0.75525826,"about_ca_system_score_codex":0.0004024782,"about_ca_system_score_gemma":0.0036271838,"threshold_uncertainty_score":0.99992263},"labels":[],"label_agreement":null},{"id":"W4408506289","doi":"10.17742/image29727","title":"The Relationality of Research-Creation at the End of Episteme: A Scattering of Beginnings with Excursuses for Dissent","year":2025,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dissent; Episteme; Epistemology; Sociology; Philosophy; Political science; Law","score_opus":0.24975842373969737,"score_gpt":0.6645298545191312,"score_spread":0.4147714307794338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408506289","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":[0.3940589,0.010325709,0.00483813,0.5685899,0.00022011253,0.00083637115,0.00008988226,0.0000074759637,0.021033468],"genre_scores_gemma":[0.98887706,0.001312044,0.007040221,0.000011499543,0.00005420592,0.00002596072,0.0000015830387,0.000004044413,0.0026734024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99701405,0.0011122187,0.00059470476,0.00009632802,0.0009785676,0.00020412613],"domain_scores_gemma":[0.96081305,0.0099589275,0.0006511025,0.00012385297,0.028423341,0.000029704555],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.012955504,0.00007707654,0.00025215733,0.000117002775,0.00191277,0.00024302315,0.00031806965,0.000026648146,0.0000070294077],"category_scores_gemma":[0.02548853,0.000037137997,0.00013273348,0.0006334813,0.121249855,0.0014801626,0.000111304646,0.00024207293,1.743583e-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":[0.00023380801,0.000059857288,0.00881574,0.00028924897,0.00039124757,6.332294e-7,0.033719916,0.000036350517,0.010783548,0.9404789,0.0017216383,0.003469102],"study_design_scores_gemma":[0.0009870589,0.00026304118,0.064875685,0.0009657228,0.00011720269,0.0000041522785,0.12042996,0.00002944587,0.022924623,0.7638756,0.025414828,0.0001126501],"about_ca_topic_score_codex":0.00025653996,"about_ca_topic_score_gemma":0.00040779772,"teacher_disagreement_score":0.5948181,"about_ca_system_score_codex":0.00019343823,"about_ca_system_score_gemma":0.00033165098,"threshold_uncertainty_score":0.9993866},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4408516754","doi":"10.29173/jaed521","title":"Editor's Comments","year":2015,"lang":"en","type":"article","venue":"Journal of Aboriginal Economic Development","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Computer science","score_opus":0.14936468426272267,"score_gpt":0.5198656989745655,"score_spread":0.3705010147118428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408516754","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66727924,0.0010597871,0.012988823,0.068956345,0.058392502,0.00047165758,0.000010193647,0.000050044673,0.19079143],"genre_scores_gemma":[0.3272747,0.002579169,0.60193175,0.0021904137,0.050952744,0.000020787405,0.0000053574377,0.00006841755,0.014976636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981594,0.0005425782,0.00045682536,0.00008011881,0.00049607735,0.00026501893],"domain_scores_gemma":[0.9984585,0.00031301143,0.00030818372,0.000059292477,0.00038937738,0.0004716436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012662119,0.00007404553,0.00020271039,0.00012105128,0.00018149713,0.00008889602,0.00031323385,0.00006220444,0.0001314634],"category_scores_gemma":[0.00035052997,0.00006478298,0.000051119136,0.00006712407,0.00022122632,0.0003558805,0.000020821824,0.0002711635,0.00015591281],"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":[0.0002514982,0.00019752086,0.011805326,0.000022483711,0.0002739755,0.000053725315,0.1303706,0.00011206593,0.000019789133,0.10014117,0.6968712,0.059880603],"study_design_scores_gemma":[0.00040257938,0.00006840119,0.00057348073,0.000023793387,0.000003675298,0.000003269671,0.0077696354,0.0000038999488,0.00007772679,0.005879456,0.98511136,0.00008272734],"about_ca_topic_score_codex":0.0001945556,"about_ca_topic_score_gemma":0.00014835903,"teacher_disagreement_score":0.58894295,"about_ca_system_score_codex":0.001272684,"about_ca_system_score_gemma":0.0069870953,"threshold_uncertainty_score":0.9986424},"labels":[],"label_agreement":null},{"id":"W4408516755","doi":"10.29173/jaed519","title":"Editor's Comments","year":2017,"lang":"en","type":"article","venue":"Journal of Aboriginal Economic Development","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Computer science","score_opus":0.10821893198194242,"score_gpt":0.5336069649005076,"score_spread":0.4253880329185652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408516755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6695303,0.00033703574,0.00452695,0.08342182,0.046469357,0.0003443551,0.0000100463,0.000023636994,0.19533654],"genre_scores_gemma":[0.6929144,0.0042404206,0.25003612,0.0008862847,0.038010594,0.000013637484,0.0000018726539,0.000044884357,0.013851781],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855435,0.00030258,0.0004123667,0.00008763122,0.00037320034,0.00026987313],"domain_scores_gemma":[0.9984244,0.00028520118,0.00066423207,0.00014230651,0.00023029129,0.0002535661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009250948,0.00007515838,0.00020954292,0.000083778235,0.0012156769,0.00032097462,0.00070263015,0.00006463529,0.00026034898],"category_scores_gemma":[0.00045665487,0.00006619945,0.00006733355,0.000015502035,0.0004415122,0.00057477975,0.000039037546,0.00029087783,0.000110960405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030308237,0.00027997003,0.059141837,0.00006217277,0.0006154236,0.00011461232,0.08474916,0.000029465084,0.000098425895,0.24343824,0.3481206,0.263047],"study_design_scores_gemma":[0.00030923233,0.000036547724,0.010996742,0.000040865256,0.000004083237,0.0000019376125,0.0017140582,0.0000023892537,0.00013187862,0.0045503424,0.98212737,0.00008457842],"about_ca_topic_score_codex":0.00031912458,"about_ca_topic_score_gemma":0.00031542167,"teacher_disagreement_score":0.63400674,"about_ca_system_score_codex":0.0006689092,"about_ca_system_score_gemma":0.0033109055,"threshold_uncertainty_score":0.9350127},"labels":[],"label_agreement":null},{"id":"W4408664336","doi":"10.1016/j.janxdis.2025.103007","title":"\"And then one day you find ten years have got behind you\": Reflections on a Decade as Editor-in-Chief","year":2025,"lang":"en","type":"editorial","venue":"Journal of Anxiety Disorders","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Regina","funders":"","keywords":"Psychology; Psychoanalysis","score_opus":0.05603336371653208,"score_gpt":0.4726887780051212,"score_spread":0.41665541428858915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408664336","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":[0.0021551023,0.0024385212,0.00044685506,0.035721045,0.8897182,0.00074657606,0.0002255415,0.000031872783,0.06851632],"genre_scores_gemma":[0.0011469789,0.08316733,0.0027127536,0.00023280307,0.8943146,0.000021240883,0.000024533785,0.00006251389,0.01831728],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930977,0.002773953,0.0006951029,0.00039160324,0.0024488505,0.0005927891],"domain_scores_gemma":[0.9927954,0.0055359993,0.0005657211,0.0002255058,0.0005632585,0.00031410297],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012036333,0.0002769045,0.0006519774,0.00057246163,0.0005698824,0.00027513513,0.0006420082,0.0012266003,0.00009022932],"category_scores_gemma":[0.019281907,0.00025576586,0.00034948878,0.00041839285,0.00089728454,0.00027766934,0.000111437424,0.0043577473,0.000009626611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022055657,0.00025828343,0.00020890399,0.000064474734,0.0002235349,0.000007902657,0.052761476,0.000018552835,0.000013814447,0.0014279649,0.9229621,0.021832384],"study_design_scores_gemma":[0.00073419703,0.00047301236,0.00063714077,0.00047895484,0.00007213274,4.570626e-7,0.02282032,0.0000023344003,0.0000022735558,0.029309671,0.9452251,0.00024439994],"about_ca_topic_score_codex":0.004320238,"about_ca_topic_score_gemma":0.008884517,"teacher_disagreement_score":0.080728814,"about_ca_system_score_codex":0.00045607446,"about_ca_system_score_gemma":0.0031683198,"threshold_uncertainty_score":0.99998945},"labels":[],"label_agreement":null},{"id":"W4408778306","doi":"10.32920/28646483","title":"Dramatizing Care: An Ethnodrama Into Syrian Refugee Women’s Healthcare Challenges and Coping in Ontario, Canada","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Refugee; Health care; Coping (psychology); Public relations; Intersectionality; Political science; Sociology; Psychology; Gender studies","score_opus":0.19689858686404313,"score_gpt":0.49081014169663,"score_spread":0.2939115548325869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408778306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6573645,0.035128992,0.0005868429,0.23695502,0.0023461902,0.002599592,0.000072494964,0.00021907437,0.06472732],"genre_scores_gemma":[0.950996,0.01475136,0.027232029,0.0023316457,0.00027781702,0.0004863171,0.00005208429,0.00003785383,0.003834888],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99195546,0.005046492,0.00048017554,0.0007716013,0.00091471546,0.0008315805],"domain_scores_gemma":[0.99706966,0.0014460912,0.00014051225,0.0004051057,0.00043909115,0.0004995354],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008732323,0.00027055075,0.0006138723,0.00023960446,0.0006555029,0.0002114568,0.0005216031,0.00065721135,0.00008764772],"category_scores_gemma":[0.0013156349,0.0002766987,0.00004010373,0.0001743995,0.00043769434,0.00016104641,0.00066534226,0.0026230803,4.644814e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000011989417,0.000011206887,0.00062491756,0.0015508452,0.000021882357,0.000014616065,0.7655267,0.000006639497,0.0000012350914,0.14310625,0.00003674539,0.08908693],"study_design_scores_gemma":[0.00018200469,0.00006204217,0.0024880206,0.0010653938,0.0000043217656,1.5610307e-7,0.8080846,0.000022291564,0.000006109037,0.1001752,0.08751349,0.0003963443],"about_ca_topic_score_codex":0.99971664,"about_ca_topic_score_gemma":0.9999932,"teacher_disagreement_score":0.29363152,"about_ca_system_score_codex":0.009814279,"about_ca_system_score_gemma":0.023079058,"threshold_uncertainty_score":0.9999685},"labels":[],"label_agreement":null},{"id":"W4408797396","doi":"10.29173/cgs225","title":"Editors' Introduction to the Issue","year":2025,"lang":"en","type":"article","venue":"Critical Gambling Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Alberta","funders":"","keywords":"Law and economics; Computer science; Economics","score_opus":0.27582469737750265,"score_gpt":0.6309882356185208,"score_spread":0.35516353824101815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408797396","genre_codex":"commentary","genre_gemma":"editorial","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":[0.00037736548,0.002084293,0.012931632,0.963298,0.009506906,0.00015227238,0.0000015799046,0.000052489406,0.011595444],"genre_scores_gemma":[0.36708272,0.0077019557,0.07315379,0.036834445,0.40906903,0.0006498304,0.0000028253737,0.000051021318,0.10545441],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977312,0.0012262895,0.0001367304,0.00019291014,0.00038961344,0.00032327493],"domain_scores_gemma":[0.99271894,0.006282986,0.000008176252,0.00013937196,0.00077666953,0.00007384212],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0073818117,0.000060062073,0.00013251898,0.00006714906,0.0014337517,0.00010101172,0.00017965956,0.000050968032,0.00004346703],"category_scores_gemma":[0.107920274,0.00003992655,0.000040053143,0.0005850243,0.0017186025,0.00007383493,0.00011978582,0.00027338942,0.000093743765],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005484344,0.000012735342,0.000018421773,0.000032126973,0.000023799672,4.7984105e-7,0.019963685,0.0000025333459,0.00002836828,0.53775036,0.43242297,0.009739034],"study_design_scores_gemma":[0.000023701154,0.000021030935,0.000052496016,0.000030323155,0.000010408276,2.9260141e-8,0.068007044,0.0000048332176,0.000092964096,0.084737234,0.8469778,0.000042141884],"about_ca_topic_score_codex":0.00014048944,"about_ca_topic_score_gemma":0.00016291534,"teacher_disagreement_score":0.92646354,"about_ca_system_score_codex":0.00007979498,"about_ca_system_score_gemma":0.00010163306,"threshold_uncertainty_score":0.99986625},"labels":[],"label_agreement":null},{"id":"W4408957070","doi":"10.1177/10497323241309230","title":"Positioning Positionality and Reflecting on Reflexivity: Moving From Performance to Practice","year":2025,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Western University; Dalhousie University","funders":"","keywords":"Reflexivity; Acknowledgement; Qualitative research; Identity (music); Sociology; Public relations; Process (computing); Qualitative property; Epistemology; Social science; Political science; Computer science; Aesthetics","score_opus":0.8073278083785751,"score_gpt":0.7933705652369428,"score_spread":0.01395724314163227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408957070","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":[0.21495277,0.0009785336,0.023461834,0.6076834,0.000261597,0.0014786862,0.00008392516,0.00010884461,0.1509904],"genre_scores_gemma":[0.756706,0.001534573,0.21466716,0.020611761,0.00042033792,0.00029877355,0.00003056146,0.00003191342,0.0056989454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.939614,0.05605992,0.00048003026,0.00065075187,0.0021205735,0.001074706],"domain_scores_gemma":[0.9363566,0.06083349,0.00012075795,0.0002539733,0.0019115307,0.0005236699],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12387795,0.00013563017,0.00029974454,0.0005431749,0.0053570345,0.00032113102,0.00026797276,0.00013726196,0.000051492967],"category_scores_gemma":[0.06103303,0.0001376413,0.00003850808,0.001968719,0.0011082897,0.00052785064,0.00020813053,0.0017038889,0.000065354376],"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":[0.00040277012,0.000095737094,0.00010843488,0.00015868986,0.000034983907,0.0000026548869,0.36554,0.000004911973,0.00024383345,0.56111753,0.0019997936,0.070290685],"study_design_scores_gemma":[0.00043713045,0.0011938146,0.004697901,0.0014946456,0.0000051457105,4.2738532e-7,0.60025966,0.00010395165,0.00032486548,0.24898565,0.14224231,0.00025451477],"about_ca_topic_score_codex":0.024747254,"about_ca_topic_score_gemma":0.0014340922,"teacher_disagreement_score":0.58707166,"about_ca_system_score_codex":0.0013119075,"about_ca_system_score_gemma":0.002204141,"threshold_uncertainty_score":0.9959379},"labels":[],"label_agreement":null},{"id":"W4409040453","doi":"10.36253/oar-3339","title":"The Role of the Interviewer in the Cooperation Between Speakers and Researchers: The VAM («Voci dell’Adda e della Mera») Project","year":2025,"lang":"en","type":"article","venue":"Oral Archives Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Interview; Linguistics; Sociology; Philosophy; Anthropology","score_opus":0.21171479823153277,"score_gpt":0.5295441146840714,"score_spread":0.3178293164525386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409040453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51383984,0.01261329,0.0053458926,0.3065822,0.00044006214,0.002695192,0.000031777454,0.000017424987,0.1584343],"genre_scores_gemma":[0.98938036,0.00607108,0.0013174068,0.00044766153,0.00027020954,0.000023662102,8.491713e-7,0.000008482411,0.0024802748],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9823315,0.016239421,0.00030408302,0.000120293174,0.0006385899,0.0003661175],"domain_scores_gemma":[0.99236584,0.007135766,0.000111408954,0.00019655025,0.00013672166,0.00005370202],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02057058,0.00008523643,0.00013533824,0.00007430178,0.0021166315,0.00041846436,0.0009857682,0.000043462853,0.000015853459],"category_scores_gemma":[0.0031750263,0.00003173549,0.00010144472,0.000569392,0.0026178628,0.00013887271,0.00020076042,0.0012853547,0.0000011053291],"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":[0.00013930624,0.00005143028,0.017590312,0.000028442375,0.00013237548,0.0000022232432,0.30318165,0.000016918095,0.00063036673,0.142964,0.0034507236,0.53181225],"study_design_scores_gemma":[0.00034399176,0.00013866028,0.029770713,0.00022176217,0.00002465015,0.0000033064239,0.17855485,0.00045754277,0.00025079356,0.33755752,0.4525777,0.00009849684],"about_ca_topic_score_codex":0.00080682506,"about_ca_topic_score_gemma":0.0046240496,"teacher_disagreement_score":0.5317138,"about_ca_system_score_codex":0.00003734658,"about_ca_system_score_gemma":0.0006415325,"threshold_uncertainty_score":0.99918246},"labels":[],"label_agreement":null},{"id":"W4409057088","doi":"10.1177/10497323251323225","title":"Constructing Research Quality: On the Performativity of the COREQ Checklist","year":2025,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Checklist; Scrutiny; Credibility; Qualitative research; Quality (philosophy); Psychology; Accountability; Performativity; Performative utterance; Social psychology; Sociology; Epistemology; Cognitive psychology; Political science; Social science","score_opus":0.8931451488026432,"score_gpt":0.7860573457416813,"score_spread":0.10708780306096188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409057088","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":[0.12353764,0.00048393902,0.0007001615,0.48446512,0.0003101878,0.0024850639,0.000102008176,0.000033166758,0.3878827],"genre_scores_gemma":[0.98148286,0.00051594136,0.0013277835,0.0013526995,0.00015299923,0.00027122378,0.0000036463675,0.000019067224,0.014873804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.6866519,0.3022743,0.0011678598,0.00058221637,0.0072128726,0.0021108992],"domain_scores_gemma":[0.800378,0.19190192,0.00037169602,0.0010814684,0.005905963,0.0003609382],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.48015293,0.00016981484,0.00051929516,0.00059677905,0.009394337,0.0002242853,0.0017186827,0.00021939559,0.00021639455],"category_scores_gemma":[0.18338934,0.00010152063,0.00018748843,0.006173153,0.021459874,0.00020249352,0.00064500584,0.005455641,0.00006220225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008372046,0.00008609236,0.0005454154,0.00033945183,0.00002786762,2.4315744e-7,0.26882845,3.59959e-7,0.000037341066,0.7097034,0.0072432617,0.013104406],"study_design_scores_gemma":[0.00020524891,0.00019289735,0.00162546,0.00047204585,0.0000010939898,9.6843294e-8,0.68367827,0.000030877756,0.00052499387,0.25917974,0.05401176,0.00007752158],"about_ca_topic_score_codex":0.023549227,"about_ca_topic_score_gemma":0.0074786935,"teacher_disagreement_score":0.8579452,"about_ca_system_score_codex":0.0016143176,"about_ca_system_score_gemma":0.009038592,"threshold_uncertainty_score":0.9968388},"labels":[],"label_agreement":null},{"id":"W4409087506","doi":"10.1177/10497323251316757","title":"Translation of Cultures and Texts: Envisioning a Culturally Responsive Translational Practice in Qualitative Research","year":2025,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"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":"Reflexivity; Qualitative research; Translation studies; Context (archaeology); Sociology; Argument (complex analysis); Translational research; Epistemology; Linguistics; Social science; Medicine","score_opus":0.7047517214298875,"score_gpt":0.7868738709292992,"score_spread":0.08212214949941166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409087506","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":[0.057739805,0.038195264,0.012279545,0.7810163,0.00016873382,0.0060332655,0.0002332551,0.000073335425,0.10426052],"genre_scores_gemma":[0.84233737,0.018055601,0.13196354,0.0010110273,0.00016607827,0.00060092466,0.00006234932,0.00004547751,0.005757622],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.70448136,0.2859344,0.0015023623,0.0009413826,0.005363932,0.0017765851],"domain_scores_gemma":[0.7806422,0.21132275,0.000256295,0.0002877294,0.007066955,0.0004240786],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.31501606,0.0001972371,0.0005901233,0.001995125,0.0024581677,0.00017404224,0.0004528156,0.00033051803,0.00006924811],"category_scores_gemma":[0.1327552,0.00017693965,0.000089244735,0.005585116,0.0067428336,0.0009312861,0.00011111135,0.0030347398,0.000013121065],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006247162,0.00012369156,0.000019332338,0.0002623489,0.000029739827,0.0000026694174,0.55664617,0.000004035543,0.00026021275,0.4137951,0.0010383038,0.02719368],"study_design_scores_gemma":[0.000651242,0.00037209323,0.00058615545,0.0006035379,0.0000022722252,2.997881e-7,0.6719806,0.00004551504,0.00006741164,0.2743133,0.051271003,0.00010654417],"about_ca_topic_score_codex":0.018990563,"about_ca_topic_score_gemma":0.007546456,"teacher_disagreement_score":0.7845976,"about_ca_system_score_codex":0.0005990423,"about_ca_system_score_gemma":0.005730874,"threshold_uncertainty_score":0.9999057},"labels":[],"label_agreement":null},{"id":"W4409402586","doi":"10.1002/ecs2.70168","title":"Shedding the cloak of neutrality: A guide for reflexive practices to make the sciences more inclusive and just","year":2025,"lang":"en","type":"article","venue":"Ecosphere","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Mitacs; Government of Canada","keywords":"Reflexivity; Cloak; Neutrality; Sociology; Epistemology; Social science; Philosophy; Physics; Metamaterial; Optics","score_opus":0.2451136973145417,"score_gpt":0.6220278095024339,"score_spread":0.37691411218789217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409402586","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":[0.13924325,0.0017466493,0.0040170173,0.59722257,0.0002706411,0.0014041942,0.000035532972,0.000023912306,0.25603625],"genre_scores_gemma":[0.9089003,0.0014242365,0.05887704,0.009051391,0.00054670486,0.00030796035,0.0000015782804,0.000017090208,0.020873658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749696,0.0013985595,0.00020584888,0.00022353257,0.00038295228,0.00029215447],"domain_scores_gemma":[0.9902102,0.009049375,0.00020099618,0.00016324109,0.0003161396,0.000060046445],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01538755,0.00007390831,0.00014175646,0.000021969614,0.0020987196,0.0001853514,0.0005282811,0.0000643537,0.00004864595],"category_scores_gemma":[0.014264536,0.000040554558,0.000053197677,0.00062845426,0.0018686497,0.00015146332,0.0002414176,0.00019733771,0.0000027333301],"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":[0.00003861484,0.000014814954,0.0002444691,0.00006980019,0.000039308456,4.8349807e-7,0.091353185,0.000029583633,0.00015712489,0.8414385,0.029680585,0.03693357],"study_design_scores_gemma":[0.00010076216,0.00008714706,0.0014107676,0.00007964245,0.00002356816,1.8295486e-7,0.32498837,0.00011763681,0.00023675375,0.124551386,0.5483362,0.0000675948],"about_ca_topic_score_codex":0.0045572324,"about_ca_topic_score_gemma":0.014508308,"teacher_disagreement_score":0.7696571,"about_ca_system_score_codex":0.000055862216,"about_ca_system_score_gemma":0.0006334451,"threshold_uncertainty_score":0.9992004},"labels":[],"label_agreement":null},{"id":"W4409592128","doi":"10.1177/16094069251336096","title":"Voices Within: Undergraduate Students’ Journey in Ethnocultural Qualitative Research","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Qualitative research; Psychology; Undergraduate research; Sociology; Mathematics education; Pedagogy; Medical education; Anthropology; Medicine","score_opus":0.8696426298181084,"score_gpt":0.8189551880900814,"score_spread":0.05068744172802697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409592128","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2542643,0.0039541814,0.39802912,0.28188676,0.0065570753,0.00097013597,0.000048523725,0.000049474973,0.054240443],"genre_scores_gemma":[0.43446782,0.0017290185,0.5507731,0.0010082729,0.0007079045,0.000044816414,0.0000051318702,0.000030989682,0.011232994],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.79453903,0.19709848,0.0020113278,0.0004204481,0.0051679723,0.0007627575],"domain_scores_gemma":[0.93050444,0.058581002,0.0009703725,0.00019609583,0.009446723,0.000301359],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.32603115,0.0002316033,0.0006540547,0.0019912182,0.000546749,0.0005275412,0.002261552,0.00024154256,0.0001009456],"category_scores_gemma":[0.08787498,0.00018853712,0.00030173335,0.0020842403,0.0030822228,0.0010275884,0.0003206608,0.0026779291,0.000016661736],"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":[0.00023466382,0.00018996051,0.0004500593,0.000021182272,0.00038162054,0.000036742647,0.58749616,0.000022501374,0.00063560286,0.40098333,0.0011025055,0.008445683],"study_design_scores_gemma":[0.00076261477,0.000116417585,0.00059153524,0.0003790279,0.000010413525,0.0000020263167,0.51257056,0.00001858524,0.00062887865,0.46889785,0.015902918,0.000119201155],"about_ca_topic_score_codex":0.0027813865,"about_ca_topic_score_gemma":0.0016000203,"teacher_disagreement_score":0.28087848,"about_ca_system_score_codex":0.001300961,"about_ca_system_score_gemma":0.0018019392,"threshold_uncertainty_score":0.9996308},"labels":[],"label_agreement":null},{"id":"W4409678406","doi":"10.1093/oxfordhb/9780192868282.013.55","title":"Research Integrity: Reflections on the APSA’s Qualitative Transparency Deliberations and Recommendations for Advancing Political Science Practice","year":2025,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Transparency (behavior); Political science; Politics; Research integrity; Engineering ethics; Qualitative research; Public administration; Public relations; Sociology; Social science; Law; Engineering","score_opus":0.5258217722547087,"score_gpt":0.5970601007180778,"score_spread":0.07123832846336908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409678406","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":[0.000003497713,0.000027585736,0.023768935,0.071373716,0.00012448167,0.0010362719,0.00033957546,0.000042176467,0.9032838],"genre_scores_gemma":[0.0007655899,0.0011352809,0.035369284,0.000625138,0.00013516592,0.000032193802,0.00001959712,0.000019036423,0.9618987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99382055,0.0036357988,0.00023593853,0.00055377185,0.00095142453,0.0008024892],"domain_scores_gemma":[0.9659794,0.03057228,0.00011461775,0.00032288904,0.0026715593,0.00033927104],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.021528976,0.00017578297,0.00022549836,0.00052115525,0.007217183,0.00027542753,0.00062698656,0.00030676657,0.00002626142],"category_scores_gemma":[0.011834387,0.00016098135,0.00010518011,0.00014020529,0.0055012996,0.00039086738,0.00020026017,0.002193775,5.295976e-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":[0.000072542774,0.000016767674,3.7040575e-8,0.000033009626,0.000049674232,0.0000015228215,0.04732002,5.5798336e-7,0.000006433334,0.94530356,0.00340413,0.0037917418],"study_design_scores_gemma":[0.00009701608,0.00010544377,1.861489e-7,0.00017037377,0.000043729582,2.8809217e-7,0.115354754,0.000020747093,0.000012949435,0.21448734,0.66959596,0.000111232825],"about_ca_topic_score_codex":0.002770256,"about_ca_topic_score_gemma":0.003229187,"teacher_disagreement_score":0.73081625,"about_ca_system_score_codex":0.0012899481,"about_ca_system_score_gemma":0.004035522,"threshold_uncertainty_score":0.99720514},"labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","research_integrity"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4410077115","doi":"10.1177/3033371251323514","title":"Capturing “Crip Desires” in “Crip Ways”: Developing Inclusive Qualitative Methodologies for Sexualities Research","year":2025,"lang":"en","type":"article","venue":"Sex & Sexualities","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Qualitative research; Human sexuality; Sociology; Gender studies; Anthropology","score_opus":0.7964485364149085,"score_gpt":0.7111999716482226,"score_spread":0.08524856476668596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410077115","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24699277,0.011974696,0.392728,0.18526141,0.003257002,0.0071732486,0.0005585631,0.0010245024,0.15102983],"genre_scores_gemma":[0.38535154,0.0019980937,0.47362646,0.0030112101,0.001127154,0.0027963985,0.000094478826,0.00014803639,0.13184662],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9592269,0.03495591,0.0010777423,0.00093127246,0.0016861004,0.0021220816],"domain_scores_gemma":[0.91801333,0.07949186,0.0001792889,0.0004638492,0.0016610447,0.00019060222],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.10098965,0.00039373373,0.0008988503,0.0012830995,0.0028848092,0.0004925442,0.0010709097,0.0004893507,0.000050127794],"category_scores_gemma":[0.061872512,0.00038288813,0.00014050043,0.0017795659,0.0046785977,0.00071051973,0.00072548504,0.0013044893,0.000012725542],"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":[0.000084295425,0.000022871243,0.00009510261,0.00046248685,0.00006505682,0.0000043804494,0.4583097,0.0000074237296,0.00014371985,0.53532237,0.0010310769,0.004451501],"study_design_scores_gemma":[0.00027124374,0.00006729067,0.000097370525,0.00017902972,0.0000059287,2.0542835e-7,0.49064097,0.00001297899,0.0010670727,0.46970087,0.03772308,0.00023395478],"about_ca_topic_score_codex":0.034480486,"about_ca_topic_score_gemma":0.01561856,"teacher_disagreement_score":0.1822502,"about_ca_system_score_codex":0.0015458374,"about_ca_system_score_gemma":0.003424115,"threshold_uncertainty_score":0.9998623},"labels":[],"label_agreement":null},{"id":"W4410128720","doi":"10.1177/07591063251321673","title":"Researchers’ identities and their consequences for fieldwork. The methodological and scientific implications of gender, illicit practices and disclosure.","year":2025,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Sociology; Psychology; Criminology; Political science","score_opus":0.7863335431058093,"score_gpt":0.6038019122439885,"score_spread":0.18253163086182078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410128720","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3663131,0.026448546,0.24185188,0.35911748,0.00027003622,0.0020616306,0.00012530248,0.00012223766,0.003689787],"genre_scores_gemma":[0.38092488,0.02524413,0.5906424,0.0015610574,0.000117036456,0.000484652,0.000007778056,0.000014267746,0.0010038324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9100282,0.08700241,0.00087533175,0.0009249999,0.0002562406,0.00091279566],"domain_scores_gemma":[0.6832675,0.31462234,0.00086964044,0.00036866128,0.0007024706,0.00016943485],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.16505207,0.0003367359,0.0011771377,0.00017225777,0.0019590228,0.0001327782,0.0009148054,0.0016276636,0.00019977539],"category_scores_gemma":[0.3684941,0.00020585046,0.00025726212,0.00029411717,0.04539853,0.000043693934,0.0007692768,0.0015831816,0.0000011401514],"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":[0.0003975405,0.00009166449,0.017620683,0.00038231895,0.00025904717,0.0000018939032,0.018607005,0.0000031326472,0.0074782763,0.9349533,0.005565974,0.0146392],"study_design_scores_gemma":[0.00035358308,0.0004483726,0.025720026,0.000054557182,0.00006658136,0.000008145802,0.095210284,0.0000049715686,0.00096732413,0.84926486,0.02769129,0.00020999843],"about_ca_topic_score_codex":0.0005891565,"about_ca_topic_score_gemma":0.000044056753,"teacher_disagreement_score":0.35755643,"about_ca_system_score_codex":0.00007855637,"about_ca_system_score_gemma":0.00062840123,"threshold_uncertainty_score":0.9996684},"labels":[],"label_agreement":null},{"id":"W4410576874","doi":"10.33137/cjal-rcbu.v11.45177","title":"Unravelling Research: The Ethics and Politics of Research in the Social Sciences, edited by Teresa Macias","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Laurentian University","funders":"","keywords":"Politics; Engineering ethics; Sociology; Political science; Social research; Social science; Engineering; Law","score_opus":0.7143596657626105,"score_gpt":0.6211734535936421,"score_spread":0.09318621216896839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410576874","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":[0.06799584,0.008105339,0.00033198894,0.8786671,0.00039567772,0.00043949156,0.000051742893,0.000003993925,0.044008832],"genre_scores_gemma":[0.9925751,0.0020545614,0.0005091963,0.002659731,0.0011375914,0.000005490734,0.0000010275144,0.000010285188,0.0010469911],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9611863,0.0347584,0.0006051649,0.00019322454,0.0021304933,0.0011264528],"domain_scores_gemma":[0.95639586,0.042006727,0.00016309338,0.00014524529,0.0009070629,0.00038200227],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.1936379,0.00008982514,0.00021825785,0.0012233097,0.005102681,0.00042341728,0.0021559172,0.0006148886,0.000026071913],"category_scores_gemma":[0.037873037,0.000058196456,0.000059816117,0.0042154747,0.015383908,0.00047144323,0.0000809404,0.012180198,0.0000010648665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009903471,0.000005160748,0.0034207797,0.0000487978,0.000011863681,0.000011418747,0.14776035,0.0000010822179,0.00003495703,0.80820507,0.0391868,0.0013038161],"study_design_scores_gemma":[0.00015594202,0.00006262416,0.0018671327,0.00034106613,0.0000049842033,0.0000029641617,0.19969353,0.000016214311,0.00008306473,0.5783484,0.21936685,0.000057221885],"about_ca_topic_score_codex":0.028449208,"about_ca_topic_score_gemma":0.008739221,"teacher_disagreement_score":0.92457926,"about_ca_system_score_codex":0.0002460351,"about_ca_system_score_gemma":0.021178953,"threshold_uncertainty_score":0.9961925},"labels":[],"label_agreement":null},{"id":"W4410693187","doi":"10.1177/00380261251335443","title":"Deep listening, slow relationships, world-making: Indigenous and feminist ecological reflections on the Listening Guide and the Live Methods Manifesto","year":2025,"lang":"en","type":"article","venue":"The Sociological Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Regional Municipality of Niagara; Assembly of First Nations; Brock University","funders":"","keywords":"Active listening; Manifesto; Indigenous; Sociology; Ecology; Gender studies; Communication; Political science; Law; Biology","score_opus":0.3871979136408353,"score_gpt":0.6038573919477026,"score_spread":0.21665947830686733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410693187","genre_codex":"other","genre_gemma":"review","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":[0.0031890438,0.19299188,0.011178301,0.37850708,0.00024950592,0.0032255403,0.0000048210336,0.00014001592,0.41051382],"genre_scores_gemma":[0.36816347,0.45179006,0.071533576,0.0738094,0.00069145067,0.0014594046,0.000006232757,0.000035718214,0.03251068],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9575524,0.04091292,0.00046049093,0.0003347668,0.00031657133,0.00042289274],"domain_scores_gemma":[0.9236754,0.0755531,0.00022030105,0.00030669433,0.00015727252,0.00008719739],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06495757,0.00017650092,0.00046421817,0.00003844928,0.006702948,0.00018521039,0.0005771396,0.00021791682,0.00014738149],"category_scores_gemma":[0.07186934,0.000069507914,0.00019259729,0.00063546246,0.006467446,0.000043214204,0.00030242663,0.0018982388,0.000017902614],"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":[0.000021987438,0.000022647953,0.0002660218,0.000087526394,0.000055588665,0.000002384269,0.038579028,0.0000012946714,0.0000017568035,0.937554,0.0011048692,0.022302877],"study_design_scores_gemma":[0.0001531267,0.00011208916,0.004576879,0.0007783489,0.00015300163,0.00000488079,0.030274697,0.00005318024,4.0487956e-7,0.46653402,0.4972136,0.0001457831],"about_ca_topic_score_codex":0.00016974508,"about_ca_topic_score_gemma":0.00036688807,"teacher_disagreement_score":0.4961087,"about_ca_system_score_codex":0.00013474347,"about_ca_system_score_gemma":0.00018628548,"threshold_uncertainty_score":0.9962364},"labels":[],"label_agreement":null},{"id":"W4411028296","doi":"10.1080/10508422.2025.2512069","title":"Bridging ethics and culture: a co-created, culturally sensitive informed consent framework for research in Bimoba and Mamprusi communities in Ghana","year":2025,"lang":"en","type":"article","venue":"Ethics & Behavior","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Informed consent; Bridging (networking); Research ethics; Cultural sensitivity; Culturally sensitive; Psychology; Engineering ethics; Sociology; Social psychology; Medicine; Psychotherapist; Alternative medicine; Psychiatry; Engineering; Computer science","score_opus":0.5439419092564145,"score_gpt":0.6475948913198467,"score_spread":0.10365298206343221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411028296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8587938,0.0018937065,0.0056182332,0.1233875,0.00024966683,0.0033473927,0.00017068213,0.0000877727,0.0064512743],"genre_scores_gemma":[0.94166785,0.012900254,0.041204873,0.0021023653,0.00007763204,0.00041410598,0.00004588547,0.000022892444,0.0015641566],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98421437,0.013108303,0.0004617019,0.00033289246,0.0010352464,0.0008474924],"domain_scores_gemma":[0.9309168,0.06729385,0.000084380736,0.0002277865,0.0012812776,0.00019590455],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.050468627,0.0001949679,0.00038150503,0.00050090905,0.0022149014,0.00041756494,0.0002768957,0.0012973738,0.000008818631],"category_scores_gemma":[0.043122213,0.00018099618,0.00005325754,0.0010536711,0.0056618997,0.00026052017,0.0002487407,0.009680648,0.000001780695],"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":[0.00010228806,0.000063811036,0.00717292,0.00029951052,0.000013673934,0.00001987912,0.6200332,5.971046e-7,0.00011135855,0.36590433,0.00016389585,0.006114521],"study_design_scores_gemma":[0.0010001984,0.00015573428,0.009298929,0.0027955088,0.000026319978,0.000002998042,0.86716783,0.00007911062,0.0003497791,0.107470736,0.011305168,0.00034767366],"about_ca_topic_score_codex":0.041752957,"about_ca_topic_score_gemma":0.20401569,"teacher_disagreement_score":0.2584336,"about_ca_system_score_codex":0.00038569403,"about_ca_system_score_gemma":0.0032468257,"threshold_uncertainty_score":0.99999917},"labels":[],"label_agreement":null},{"id":"W4411405015","doi":"10.1017/9781009592963.004","title":"Making Identity Work","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Identity (music); Sociology; Art; Aesthetics","score_opus":0.23487540281876781,"score_gpt":0.4360712259039221,"score_spread":0.2011958230851543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411405015","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":[0.000006849358,0.00026086005,0.0068163592,0.00027721623,0.00037600123,0.0003706052,0.00010178016,0.00012584304,0.99166447],"genre_scores_gemma":[0.00014882848,0.0005027958,0.0013198385,0.00011268702,0.00022159917,5.903748e-7,0.000008401713,0.0000186814,0.9976666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731976,0.0008419516,0.00017039041,0.00044700663,0.00078676944,0.00043413017],"domain_scores_gemma":[0.99790156,0.00093650265,0.0001718626,0.00037424345,0.00042774834,0.00018810786],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023413086,0.00023075857,0.0003587919,0.00023971664,0.00104282,0.00016512725,0.00087294565,0.0005935456,0.000028530792],"category_scores_gemma":[0.00041164196,0.0002887132,0.0002666264,0.000036242986,0.0015400338,0.00020351908,0.00054869516,0.0010459023,0.000023728357],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039755138,0.0000041178473,0.000003685421,0.00008545641,0.00009457043,0.00010278665,0.0009680475,1.8351228e-7,8.866139e-7,0.94446725,0.04872284,0.0055104173],"study_design_scores_gemma":[0.00013341798,0.00001088535,0.000010553266,0.0004796898,0.00007972267,1.828008e-7,0.0007085251,0.0000012927716,0.0000037186069,0.0015247103,0.99676955,0.00027777653],"about_ca_topic_score_codex":0.0010836148,"about_ca_topic_score_gemma":0.000105712534,"teacher_disagreement_score":0.9480467,"about_ca_system_score_codex":0.000513044,"about_ca_system_score_gemma":0.00073612476,"threshold_uncertainty_score":0.9999565},"labels":[],"label_agreement":null},{"id":"W4411475772","doi":"10.25071/1916-4467.40877","title":"Painting a Picture of Alberta History","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Colonialism; Scrutiny; Sociology; Public history; Consciousness; Ignorance; Curriculum; Aesthetics; Narrative; Indigenous; Critical consciousness; History; Political science; Media studies; Law; Art; Pedagogy; Epistemology; Literature","score_opus":0.1031243017646593,"score_gpt":0.46180773136971204,"score_spread":0.35868342960505273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411475772","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":[0.0813179,0.022196531,0.0005818266,0.737263,0.014496912,0.001516896,0.000056484554,0.000015833994,0.14255461],"genre_scores_gemma":[0.92810327,0.0007365737,0.0020658616,0.0018405224,0.0005582902,0.00001340388,5.1741733e-7,0.000009817509,0.06667175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979306,0.0010634761,0.000311709,0.000052974563,0.000412137,0.00022909939],"domain_scores_gemma":[0.9945092,0.0026508924,0.00068885495,0.0000565787,0.0020103361,0.000084136416],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010025693,0.00005217138,0.00022468124,0.00014925684,0.00065126055,0.000018054861,0.0002447477,0.000094209325,0.00001001658],"category_scores_gemma":[0.056808133,0.000035653575,0.00022367784,0.00027834816,0.00023291098,0.000080915765,0.000022192386,0.00025514732,3.8763486e-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":false,"study_design_scores_codex":[0.0000060961183,0.000029690205,0.10405459,0.00011963906,0.00091026153,5.6576437e-7,0.09769021,0.000019123992,0.000021660158,0.29255596,0.5029772,0.0016150437],"study_design_scores_gemma":[0.00023068927,0.000026866921,0.0049149347,0.00019005252,0.000084018975,1.1457773e-7,0.046801165,0.000013152569,0.000012949555,0.037407253,0.9102599,0.00005893069],"about_ca_topic_score_codex":0.08342977,"about_ca_topic_score_gemma":0.77402836,"teacher_disagreement_score":0.84678537,"about_ca_system_score_codex":0.0052845515,"about_ca_system_score_gemma":0.0024530147,"threshold_uncertainty_score":0.99853396},"labels":[],"label_agreement":null},{"id":"W4411604542","doi":"10.1093/oxfordhb/9780197612507.013.0028","title":"Stand With Us","year":2025,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":0.11673541526371484,"score_gpt":0.3792699431776245,"score_spread":0.2625345279139097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411604542","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":[0.0000079304655,0.00013548156,0.0024146116,0.00025619045,0.000072776114,0.00034614923,0.000121343335,0.00007249321,0.99657303],"genre_scores_gemma":[0.000027725544,0.0015038786,0.0025264104,0.000048164162,0.00007283308,4.9090204e-7,0.000005414532,0.0000148425315,0.99580026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998174,0.00043320775,0.00009759766,0.00032728835,0.0006350428,0.00033285093],"domain_scores_gemma":[0.9984391,0.0006413775,0.00011108713,0.0002620582,0.00035204593,0.00019433288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010964922,0.00018990658,0.00028340178,0.00014942457,0.0007358011,0.000076318385,0.00046967046,0.0004060065,0.00008813564],"category_scores_gemma":[0.00007773187,0.0001872941,0.000107162945,0.00001607297,0.0015411631,0.00008369312,0.00018696804,0.0007026001,7.0736354e-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":[0.00011433145,0.0000041252056,0.0000045872853,0.00007804905,0.00011272019,0.0000766638,0.0027662325,5.6486437e-7,4.4305668e-7,0.9826305,0.0028805784,0.011331234],"study_design_scores_gemma":[0.00024856432,0.00006598774,0.000002414834,0.00025598292,0.000068135174,2.1366557e-7,0.0010360767,0.0000016996104,0.000004688173,0.010196843,0.9878963,0.00022304893],"about_ca_topic_score_codex":0.0009871124,"about_ca_topic_score_gemma":0.0010361848,"teacher_disagreement_score":0.98501575,"about_ca_system_score_codex":0.00027491487,"about_ca_system_score_gemma":0.0011881518,"threshold_uncertainty_score":0.7637632},"labels":[],"label_agreement":null},{"id":"W4411686137","doi":"10.1177/16094069251356667","title":"Qualitative Methods Case Study: Using MAXQDA in Indigenous HIV Journey Mapping Research","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Nine Circles Community Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Indigenous; Human immunodeficiency virus (HIV); Qualitative research; Sociology; Medicine; Geography; Psychology; Anthropology; Virology; Biology","score_opus":0.9308635333418099,"score_gpt":0.8242913122229644,"score_spread":0.10657222111884557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411686137","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27791834,0.0013197939,0.7077124,0.007211964,0.001470956,0.00071038853,0.000022202912,0.000017114135,0.0036168266],"genre_scores_gemma":[0.15246171,0.00025175285,0.84539366,0.000222454,0.00042491753,0.00003643787,0.0000015510384,0.0000324475,0.0011750903],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.66862345,0.324586,0.002332509,0.0005232017,0.0029745267,0.00096032117],"domain_scores_gemma":[0.90546095,0.08339786,0.0011754457,0.00031238105,0.009264378,0.00038899895],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.464588,0.00032939247,0.0010299379,0.00433249,0.0010838635,0.0004767867,0.0016099961,0.00029797523,0.00015268454],"category_scores_gemma":[0.0801828,0.00030286761,0.00037549261,0.0034112872,0.0022657707,0.0009790972,0.00042825166,0.0032269568,0.000006659533],"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":[0.0002414882,0.00058639486,0.0004903186,0.000040449002,0.0007310348,0.0017838395,0.8779323,0.000060441114,0.0016564528,0.03933377,0.00016331935,0.076980196],"study_design_scores_gemma":[0.001155334,0.00023516407,0.00014194364,0.0003810264,0.000027912494,0.00012969461,0.77813375,0.00015623837,0.0003662792,0.21132031,0.0077308603,0.00022148412],"about_ca_topic_score_codex":0.014155054,"about_ca_topic_score_gemma":0.0014086564,"teacher_disagreement_score":0.3844052,"about_ca_system_score_codex":0.0025212576,"about_ca_system_score_gemma":0.0037031982,"threshold_uncertainty_score":0.99994236},"labels":[],"label_agreement":null},{"id":"W4411716400","doi":"10.1007/s10691-025-09576-1","title":"Fieldwork, Ethics, and the Importance of ‘Wide Reflexivity’: Feminist Socio-legal Research in Difficult Sites","year":2025,"lang":"en","type":"article","venue":"Feminist Legal Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"University of British Columbia","keywords":"Reflexivity; Political philosophy; Public international law; Philosophy of medicine; Human rights; Sociology; Ontology; Political science; Social philosophy; Environmental ethics; Social science; Law; Epistemology; International law; Politics; Social change; Philosophy; Medicine","score_opus":0.42342489457896537,"score_gpt":0.6135878598124862,"score_spread":0.19016296523352083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411716400","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":[0.16660583,0.02171417,0.000068572226,0.45477048,0.0003934969,0.00096197287,0.000034052227,0.000050255672,0.3554012],"genre_scores_gemma":[0.9817972,0.0061683063,0.0008358695,0.0015363207,0.0001377461,0.00009703121,0.0000014104667,0.00000826506,0.009417861],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98891705,0.008359397,0.0005396983,0.00041198844,0.0011279421,0.0006438986],"domain_scores_gemma":[0.94692945,0.051859625,0.0001300431,0.00027379618,0.0007295944,0.00007748079],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.047407895,0.00015742864,0.0005368212,0.0001405967,0.0023625593,0.00017959395,0.00047365297,0.00026978416,0.000012927828],"category_scores_gemma":[0.054653004,0.00010708497,0.00009352395,0.0012213015,0.0153880445,0.00011551067,0.00052013755,0.0024707932,0.0000034970549],"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":[0.0001955302,0.00005767866,0.040629584,0.00023844658,0.00009192214,0.000014789875,0.13802768,4.1457866e-7,0.000022906577,0.811843,0.007983429,0.00089464424],"study_design_scores_gemma":[0.0009309231,0.00011174679,0.0076655885,0.00047221637,0.000021027683,5.265527e-7,0.5088888,0.00000853466,0.00012783922,0.18434584,0.29723197,0.00019502078],"about_ca_topic_score_codex":0.004600208,"about_ca_topic_score_gemma":0.02133896,"teacher_disagreement_score":0.8151914,"about_ca_system_score_codex":0.00017522191,"about_ca_system_score_gemma":0.00077701005,"threshold_uncertainty_score":0.99983054},"labels":[],"label_agreement":null},{"id":"W4411792675","doi":"10.1080/0966369x.2025.2516848","title":"Queering feminist geography II: working through and working against trans-exclusionary feminisms","year":2025,"lang":"en","type":"article","venue":"Gender Place & Culture","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Toronto","funders":"","keywords":"Gender studies; Sociology; Feminism","score_opus":0.1309140086571733,"score_gpt":0.4390219951111417,"score_spread":0.3081079864539684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411792675","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":[0.03570285,0.02420737,0.02059708,0.019383516,0.0017876056,0.0009871905,0.000023219427,0.00041736703,0.8968938],"genre_scores_gemma":[0.93573517,0.010026522,0.040880732,0.0039015042,0.0010431195,0.0000587757,0.000022459466,0.00003232323,0.008299391],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969333,0.0009852509,0.00027022508,0.00050105876,0.00064555166,0.0006646131],"domain_scores_gemma":[0.9986329,0.00082552346,0.00007535975,0.00019716962,0.00009938021,0.00016964122],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003262166,0.00022899445,0.00027956723,0.00010063634,0.003180144,0.0002992255,0.00035147028,0.00039494297,0.00003861155],"category_scores_gemma":[0.00044360018,0.00020190112,0.00014554505,0.00088734436,0.000842028,0.0002147024,0.00021057526,0.0008671656,0.0000024866602],"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":[0.0000859185,0.00010141996,0.0057974034,0.00017386505,0.00019927157,0.000028789926,0.79223853,0.000065013744,0.0013312383,0.13124718,0.014551702,0.054179642],"study_design_scores_gemma":[0.000294097,0.00002474721,0.0005632539,0.000353934,0.000022750142,9.2148696e-7,0.15328734,0.000030984917,0.00007685839,0.02319968,0.8218807,0.00026475723],"about_ca_topic_score_codex":0.00016229419,"about_ca_topic_score_gemma":0.00023225295,"teacher_disagreement_score":0.90003234,"about_ca_system_score_codex":0.000092726754,"about_ca_system_score_gemma":0.00025572846,"threshold_uncertainty_score":0.99811757},"labels":[],"label_agreement":null},{"id":"W4412131097","doi":"10.1080/17496535.2025.2509979","title":"Giving, Receiving, Reciprocating: The Reimagining of Ethics in Participatory Health Research","year":2025,"lang":"en","type":"article","venue":"Ethics and Social Welfare","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Citizen journalism; Reciprocating motion; Participatory action research; Sociology; Research ethics; Engineering ethics; Community-based participatory research; Public relations; Political science; Engineering; Law; Anthropology","score_opus":0.7257920564165786,"score_gpt":0.6738533417796831,"score_spread":0.05193871463689548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412131097","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":[0.014551736,0.0012364688,0.0004260285,0.96184766,0.0002267393,0.0003884078,0.000008688526,0.000026078755,0.021288207],"genre_scores_gemma":[0.99292433,0.0021633196,0.0009434046,0.0021813244,0.00013488639,0.00004961734,0.0000017607615,0.000012255386,0.0015891147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9518282,0.044433743,0.0006086082,0.0003958253,0.0018234476,0.0009102222],"domain_scores_gemma":[0.9760642,0.022305502,0.00016597669,0.00020185056,0.0011524522,0.00011000278],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.19633831,0.000105432184,0.00030796934,0.00021016724,0.0074755624,0.00013926656,0.0004308642,0.00058488577,0.000039226463],"category_scores_gemma":[0.06321593,0.000080141835,0.00006312677,0.0012364719,0.004560438,0.00010564538,0.00024607818,0.009462371,0.0000010918766],"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":[0.00000957846,0.000020168261,0.0026411118,0.00023403823,0.000008361051,5.410786e-7,0.42121193,4.2567686e-7,0.0000056238364,0.56626815,0.00047047535,0.009129617],"study_design_scores_gemma":[0.0001768636,0.0000631599,0.015992662,0.00032868548,0.0000033025196,5.777817e-8,0.4353072,0.000038480586,0.0000142273,0.19247466,0.35549712,0.00010356088],"about_ca_topic_score_codex":0.02282287,"about_ca_topic_score_gemma":0.039616026,"teacher_disagreement_score":0.9783726,"about_ca_system_score_codex":0.00022767778,"about_ca_system_score_gemma":0.0042773304,"threshold_uncertainty_score":0.99814856},"labels":[],"label_agreement":null},{"id":"W4412218458","doi":"","title":"On standpoint, agency and participatory commitment in research:Exploring potentials in institutional ethnography","year":2023,"lang":"en","type":"article","venue":"RUCforsk (Roskilde University)","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Ethnography; Agency (philosophy); Citizen journalism; Sociology; Participatory action research; Political science; Social science; Anthropology; Law","score_opus":0.7874279348704705,"score_gpt":0.5654065006722943,"score_spread":0.22202143419817622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412218458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835841,0.00015745303,0.004972219,0.005403382,0.00028674977,0.0007777691,0.000042565232,0.00012000897,0.0046557547],"genre_scores_gemma":[0.9749258,0.0062640887,0.016791428,0.000086050124,0.00008380583,0.00002256552,0.00001128807,0.000017139668,0.0017978328],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9947661,0.0033787552,0.00016316182,0.00028724928,0.0007681016,0.0006366321],"domain_scores_gemma":[0.9977546,0.001771525,0.000031155123,0.0001300376,0.00010651637,0.0002061705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011902675,0.000086933374,0.00016096765,0.0017943135,0.00084336725,0.00004692041,0.0002289381,0.000109591914,0.000048326412],"category_scores_gemma":[0.0014660682,0.000096172815,0.00006109882,0.0029978796,0.0015036289,0.00034798172,0.0001710315,0.00061409455,0.000027627897],"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":[0.000058449652,0.0000679493,0.0067969547,0.000022939634,0.0000107237,0.0001771002,0.021761876,0.00012461604,0.0000638076,0.9702419,0.00022721282,0.00044648218],"study_design_scores_gemma":[0.0008052692,0.00012548987,0.003649145,0.00021001752,0.0000039515953,1.3288928e-7,0.048971746,0.00008835476,0.000020146608,0.9325781,0.013382101,0.00016555004],"about_ca_topic_score_codex":0.0029472911,"about_ca_topic_score_gemma":0.006770424,"teacher_disagreement_score":0.03766379,"about_ca_system_score_codex":0.00040463838,"about_ca_system_score_gemma":0.00033479952,"threshold_uncertainty_score":0.64865845},"labels":[],"label_agreement":null},{"id":"W4412351678","doi":"10.38159/ehass.2025689","title":"Community-Based Participatory Research in Education: Empowering Women School Leaders in KwaZulu-Natal","year":2025,"lang":"en","type":"article","venue":"E-Journal of Humanities Arts and Social Sciences","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Inyuvesi Yakwazulu-Natali; York University","keywords":"Citizen journalism; Participatory action research; Sociology; Community-based participatory research; Political science; Socioeconomics; Gender studies; Pedagogy; Anthropology","score_opus":0.7324351385129074,"score_gpt":0.6369382815056972,"score_spread":0.09549685700721022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412351678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92679125,0.00070491777,0.000014853366,0.018628726,0.00029089078,0.00011892225,0.0000012411273,0.0000049946443,0.053444207],"genre_scores_gemma":[0.9976778,0.00018199718,0.0002700771,0.00085280335,0.00017585808,0.000015686059,2.2481852e-7,0.000002965093,0.00082255993],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99341995,0.0047612856,0.00035950303,0.000107596614,0.00082699605,0.00052468095],"domain_scores_gemma":[0.9978901,0.0015550394,0.000096833945,0.000053060317,0.00032053434,0.000084429084],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.041960075,0.000069593145,0.00020683065,0.0007209605,0.0030499545,0.0003789635,0.0004371418,0.0000750748,0.00008209751],"category_scores_gemma":[0.0012360414,0.00006299724,0.00003827331,0.00075532123,0.006780557,0.0005320722,0.000076853714,0.0010915176,0.0000021248113],"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":[0.000041340794,0.00020857266,0.007976422,0.00010932698,0.000008858467,0.000008010775,0.703592,0.000007744174,0.000029296267,0.27881238,0.0026511648,0.0065549007],"study_design_scores_gemma":[0.00019653227,0.00012188875,0.0046961196,0.00018077886,0.0000011172641,1.9297453e-7,0.81300294,0.000005041379,0.000009267211,0.06040986,0.12131179,0.00006444897],"about_ca_topic_score_codex":0.0038327067,"about_ca_topic_score_gemma":0.008877506,"teacher_disagreement_score":0.21840252,"about_ca_system_score_codex":0.00044254167,"about_ca_system_score_gemma":0.0033842893,"threshold_uncertainty_score":0.9982479},"labels":[],"label_agreement":null},{"id":"W4412383695","doi":"10.1017/s1049096525000447","title":"Finding the “Field” in our “Homes” and our “Homes” in the “Field”: A Critique of the “Home–Field” Dichotomy","year":2025,"lang":"en","type":"article","venue":"PS Political Science & Politics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Field (mathematics); Political science; Mathematics","score_opus":0.11017156760768008,"score_gpt":0.5727200872697944,"score_spread":0.4625485196621143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412383695","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":[0.2983293,0.000161691,0.00069968257,0.6474992,0.00043137048,0.0006613181,0.000013572223,0.000017947255,0.052185904],"genre_scores_gemma":[0.9749731,0.00009944867,0.0003471929,0.023792626,0.00016342249,0.00004207982,2.2225002e-7,0.0000063102207,0.0005756218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99294084,0.0029191063,0.0005203934,0.00039823074,0.0013203925,0.0019010439],"domain_scores_gemma":[0.98550034,0.013275882,0.00008099941,0.00054001913,0.00026545665,0.00033730516],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016777491,0.00017986896,0.00030801055,0.00029173816,0.001226643,0.0003469866,0.0018364409,0.00023190978,0.00001351177],"category_scores_gemma":[0.04549379,0.000100053876,0.00011624594,0.0019710294,0.0023124702,0.00028169254,0.00043865244,0.001318482,0.0000032032463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005551115,0.00006277359,0.023650413,0.000043777258,0.0000040972386,0.0000042818015,0.0118381195,5.8044054e-7,0.000070173635,0.9626753,0.0008385421,0.00080640026],"study_design_scores_gemma":[0.00029267496,0.0001157775,0.05900297,0.00024549922,0.000013650239,0.0000024088831,0.1752077,0.00015048572,0.0013541504,0.7557915,0.007631961,0.00019119824],"about_ca_topic_score_codex":0.024365522,"about_ca_topic_score_gemma":0.0040001604,"teacher_disagreement_score":0.6766438,"about_ca_system_score_codex":0.00029105693,"about_ca_system_score_gemma":0.0020413224,"threshold_uncertainty_score":0.9821313},"labels":[],"label_agreement":null},{"id":"W4412536047","doi":"10.1016/j.aip.2025.102335","title":"Decolonizing research: Response art as an arts-based analysis research tool","year":2025,"lang":"en","type":"article","venue":"The Arts in Psychotherapy","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"The arts; Visual arts; Sociology; Art","score_opus":0.5861966209153152,"score_gpt":0.7103327082813139,"score_spread":0.12413608736599868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412536047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71663344,0.0005718456,0.005997913,0.1998566,0.00024182498,0.0011826855,0.0000062852714,0.000079279256,0.07543013],"genre_scores_gemma":[0.9382105,0.0029511189,0.010558549,0.0056326613,0.00034478182,0.00058788335,0.00000637466,0.000053307078,0.04165486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9496864,0.045736726,0.00041560014,0.0005932046,0.002225999,0.0013420567],"domain_scores_gemma":[0.9721811,0.02559023,0.000055958008,0.0011069445,0.00088155497,0.00018420476],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.22169197,0.00014095896,0.00029935653,0.002049457,0.0027177169,0.00048061452,0.0012826949,0.00021450504,0.0009800304],"category_scores_gemma":[0.0070886505,0.00010883339,0.0001549143,0.009346537,0.0034832365,0.00024355916,0.000042509622,0.001648925,0.0001939661],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005945149,0.00059297145,0.0037609744,0.000016786335,0.00025845272,0.000027317757,0.11337528,0.00014816424,0.002368408,0.8197691,0.015694816,0.038042597],"study_design_scores_gemma":[0.0005368597,0.00027209616,0.0069677234,0.00006317748,0.000008675608,9.14031e-8,0.018408706,0.00043145538,0.0003062491,0.5141302,0.4587431,0.00013169051],"about_ca_topic_score_codex":0.0022465845,"about_ca_topic_score_gemma":0.021142479,"teacher_disagreement_score":0.44304827,"about_ca_system_score_codex":0.0003584243,"about_ca_system_score_gemma":0.0017847915,"threshold_uncertainty_score":0.9999332},"labels":[],"label_agreement":null},{"id":"W4412554197","doi":"10.1007/s40271-025-00756-4","title":"Prioritizing Participant and Research Team Emotional Safety During Data Generation and Analysis in Qualitative Patient-Reported Outcome Measure Research: Development of a Framework Informed by the GENDER-Q Youth Study","year":2025,"lang":"en","type":"review","venue":"Patient","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McMaster University","funders":"","keywords":"Psychology; Outcome (game theory); Qualitative research; Measure (data warehouse); Applied psychology; Computer science; Sociology; Data mining","score_opus":0.890065617323581,"score_gpt":0.6784558054548483,"score_spread":0.21160981186873273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412554197","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":[0.106159,0.8836093,0.0011558083,0.00031893945,0.00013538965,0.0072657918,0.000793983,0.0000228992,0.0005389013],"genre_scores_gemma":[0.12818173,0.86190027,0.0084630735,0.000012364516,0.00007393799,0.0006413454,0.00062421703,0.000031273685,0.000071812196],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95242554,0.03915395,0.0022954782,0.00093183876,0.0043124696,0.0008807019],"domain_scores_gemma":[0.98115265,0.01587166,0.00057505164,0.00076887856,0.0013933469,0.00023842588],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.077641636,0.0002706874,0.0012526795,0.0011282107,0.0019593032,0.000214056,0.0005772326,0.00030626412,0.000009010821],"category_scores_gemma":[0.05024145,0.00018999485,0.000106475796,0.004091266,0.0012060085,0.00022826248,0.0013213485,0.0019561518,9.0845145e-7],"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":[0.000028084029,0.00024680168,0.0013861645,0.002200933,0.00082849164,0.0000031964125,0.73938036,0.0000010184522,5.789469e-7,0.0007010975,0.000023858298,0.25519943],"study_design_scores_gemma":[0.00034503033,0.0002084813,0.002094565,0.0047565405,0.0006100854,4.4013e-7,0.96962863,0.00005181091,0.0000015383993,0.00070471206,0.02123406,0.0003641161],"about_ca_topic_score_codex":0.0018774938,"about_ca_topic_score_gemma":0.0043480294,"teacher_disagreement_score":0.25483534,"about_ca_system_score_codex":0.0006917906,"about_ca_system_score_gemma":0.00351049,"threshold_uncertainty_score":0.99934},"labels":[],"label_agreement":null},{"id":"W4412584635","doi":"10.1177/10784535251360782","title":"Choosing an Analytical Approach in Narrative Inquiry","year":2025,"lang":"en","type":"editorial","venue":"Creative Nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Memorial University of Newfoundland","funders":"","keywords":"Narrative; Narrative inquiry; Qualitative research; Ethnography; Focus (optics); Phenomenology (philosophy); Epistemology; Psychology; Sociology; Social science; Philosophy","score_opus":0.26197029145869505,"score_gpt":0.5992939762080923,"score_spread":0.3373236847493973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412584635","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":[0.000640038,0.00088370655,0.021023145,0.0019349246,0.5049645,0.00095950416,0.00006154973,0.000116782205,0.46941587],"genre_scores_gemma":[0.0023879013,0.00057083555,0.02409666,0.0000637059,0.9609689,0.00010951798,0.00045584113,0.00007388128,0.011272722],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9835686,0.012393226,0.00049764186,0.0008947744,0.0017526712,0.0008930617],"domain_scores_gemma":[0.9904901,0.0076596458,0.00020047922,0.00031995337,0.0009967601,0.00033306194],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.012383384,0.0003601148,0.0008276899,0.00063797913,0.0011204691,0.0003782255,0.00059479766,0.0015098894,0.00009132519],"category_scores_gemma":[0.022549162,0.00035905326,0.00015546437,0.0014209738,0.0046637515,0.00053132785,0.000059688497,0.0031909402,0.000004773052],"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":[0.00009959202,0.00025828218,0.000020913325,0.000076904995,0.000042890453,0.000007788693,0.58599627,0.000010204554,0.000002406076,0.035507653,0.3628087,0.0151684],"study_design_scores_gemma":[0.00047754266,0.00015979666,0.00012377521,0.0023389957,0.00005800784,9.260892e-8,0.69533294,0.0006465064,0.000006544896,0.03124512,0.26909563,0.00051504007],"about_ca_topic_score_codex":0.0028136382,"about_ca_topic_score_gemma":0.0003851078,"teacher_disagreement_score":0.45814314,"about_ca_system_score_codex":0.0022472984,"about_ca_system_score_gemma":0.004120893,"threshold_uncertainty_score":0.99988616},"labels":[],"label_agreement":null},{"id":"W4413038898","doi":"10.1080/0142159x.2025.2536697","title":"Qualitative research interviews for health professions education: AMEE Guide No. 185","year":2025,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Qualitative research; Interview; Constructivist grounded theory; Narrative; Grounded theory; Medical education; Health professions; Engineering ethics; Pedagogy; Psychology; Medicine; Sociology; Health care; Engineering; Social science","score_opus":0.6484091686859401,"score_gpt":0.7798176321128226,"score_spread":0.1314084634268825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413038898","genre_codex":"commentary","genre_gemma":"other","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":[0.0004994254,0.00155692,0.041926462,0.6003034,0.0010320361,0.0012750272,0.000006369546,0.000056639197,0.3533437],"genre_scores_gemma":[0.007954729,0.0013393245,0.036244813,0.010487003,0.0017938429,0.001815535,0.000030489995,0.00002792882,0.9403063],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.964916,0.03164141,0.0005375821,0.0003661616,0.0017725123,0.00076631777],"domain_scores_gemma":[0.9895568,0.007858646,0.00009021389,0.0003050046,0.0015363068,0.0006530292],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12246403,0.00009744245,0.00029248514,0.00019948327,0.0014423613,0.000068059766,0.000631729,0.00026034395,0.0023768267],"category_scores_gemma":[0.13201843,0.00007555748,0.00011177658,0.00082223176,0.0021988119,0.00010237997,0.0001763012,0.0013849997,0.00017159313],"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":[0.000013037585,0.00018380911,0.00004733992,0.00011651941,0.000014937585,1.8703793e-7,0.19083676,4.7775464e-9,0.0000010549202,0.23089713,0.47831228,0.09957694],"study_design_scores_gemma":[0.00014211537,0.0000677331,0.000020225283,0.0004031274,0.000001541582,2.716485e-8,0.23031434,0.00003853574,0.0000012176789,0.10385612,0.66510373,0.000051287043],"about_ca_topic_score_codex":0.0038600771,"about_ca_topic_score_gemma":0.0025331632,"teacher_disagreement_score":0.58981645,"about_ca_system_score_codex":0.0005027691,"about_ca_system_score_gemma":0.0129777,"threshold_uncertainty_score":0.9998576},"labels":[],"label_agreement":null},{"id":"W4413597565","doi":"10.64628/aam.frvrkpv34","title":"Collaborative Indigenous Research is a way to repair the legacy of harmful research practices","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Indigenous; Engineering ethics; Business; Political science; Engineering; Biology; Ecology","score_opus":0.6898522164499055,"score_gpt":0.7121824921314943,"score_spread":0.02233027568158885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413597565","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":[0.123282626,0.0032988521,0.0002781829,0.3073938,0.00077373465,0.009779975,0.00041916157,0.00019023071,0.55458343],"genre_scores_gemma":[0.47956055,0.029724158,0.1130132,0.0032400847,0.0037571844,0.010913676,0.00008241672,0.00032581182,0.35938293],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.863491,0.120001234,0.000879632,0.0014139853,0.012175618,0.0020385438],"domain_scores_gemma":[0.9261253,0.056909088,0.00064779015,0.0018163056,0.013918854,0.00058264786],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.29715988,0.00026250764,0.0006142889,0.0011421773,0.0067015486,0.0010634072,0.0036303217,0.000548617,0.0054701925],"category_scores_gemma":[0.12724145,0.00018958945,0.00026791357,0.0071894024,0.0058581633,0.00042759866,0.006839406,0.0102934865,0.00016478472],"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":[0.00023282392,0.00025616,0.00028028814,0.0002512818,0.00021619424,0.000024792485,0.74681187,0.000015444026,0.00010287666,0.16262715,0.083935484,0.0052456316],"study_design_scores_gemma":[0.00006294533,0.00034177353,0.00028543323,0.000063671985,0.000007445337,1.7637447e-7,0.46545935,0.000011861594,0.00026188398,0.05807742,0.4752831,0.00014495512],"about_ca_topic_score_codex":0.17728318,"about_ca_topic_score_gemma":0.024035605,"teacher_disagreement_score":0.39134762,"about_ca_system_score_codex":0.0013165203,"about_ca_system_score_gemma":0.015914317,"threshold_uncertainty_score":0.9999736},"labels":[],"label_agreement":null},{"id":"W4413781084","doi":"10.1136/medhum-2025-013293","title":"Rethinking reflexivity, replicability and rigour in qualitative research","year":2025,"lang":"en","type":"article","venue":"Medical Humanities","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McGill University Health Centre","funders":"","keywords":"Rigour; Reflexivity; Qualitative research; Transparency (behavior); Sociology; Epistemology; Context (archaeology); Meaning (existential); Accountability; Quality (philosophy); Situational ethics; Social science; Political science; Law; Philosophy","score_opus":0.7139414431368739,"score_gpt":0.72287467814998,"score_spread":0.008933235013106056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413781084","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":[0.3643952,0.0012135222,0.0006489783,0.090714194,0.0001839597,0.00044770117,0.000006161612,0.00008135251,0.5423089],"genre_scores_gemma":[0.98331,0.0009076417,0.0015699595,0.0010408761,0.00018331164,0.00008173652,0.000002117179,0.000008124968,0.012896271],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9729589,0.023616163,0.00036000294,0.00038589025,0.0020850943,0.00059395336],"domain_scores_gemma":[0.97513425,0.023902904,0.000037911195,0.0002543087,0.0004916018,0.00017899483],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12975785,0.00008370103,0.0002442593,0.0003189033,0.0012358241,0.0001483696,0.00037912183,0.0002599925,0.0004433567],"category_scores_gemma":[0.078655146,0.00007461345,0.000035590692,0.0006334817,0.009248364,0.00017933469,0.00024470256,0.0017049902,0.000009330705],"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":[0.000016138818,0.000035975372,0.00047858479,0.00007977383,0.0000054620114,0.000007660267,0.33384207,1.3005371e-8,0.0000035299581,0.6582925,0.0005509438,0.0066873813],"study_design_scores_gemma":[0.00013594361,0.00003753247,0.0012140677,0.00021667487,0.000001079333,1.0890659e-7,0.2156791,0.000010455245,0.00001208018,0.7386575,0.04397834,0.000057176374],"about_ca_topic_score_codex":0.015291328,"about_ca_topic_score_gemma":0.03959145,"teacher_disagreement_score":0.6189148,"about_ca_system_score_codex":0.00028418115,"about_ca_system_score_gemma":0.0010464087,"threshold_uncertainty_score":0.9934479},"labels":[],"label_agreement":null},{"id":"W4414108678","doi":"10.1080/00167428.2025.2523795","title":"Creating Memories in Community","year":2025,"lang":"en","type":"article","venue":"Geographical Review","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Foregrounding; Scholarship; Narrative; Indigenous; Citizen journalism; Field (mathematics); Function (biology); Human geography; Cognitive reframing","score_opus":0.1756523731211231,"score_gpt":0.5750708889535252,"score_spread":0.39941851583240207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414108678","genre_codex":"other","genre_gemma":"review","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":[0.012320894,0.30478948,0.0016301051,0.12039463,0.00018307578,0.0010048144,0.000005545996,0.00010402945,0.55956745],"genre_scores_gemma":[0.13862489,0.84409213,0.00693414,0.008818308,0.000059628586,0.0001335954,0.0000056207855,0.0000074173836,0.0013242761],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98871076,0.010299891,0.00026299088,0.00010628284,0.00032593057,0.0002941388],"domain_scores_gemma":[0.9947422,0.004788062,0.00003676591,0.00020175333,0.0001457,0.00008550429],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.025835313,0.00006288526,0.0002650511,0.000110953726,0.0007112536,0.00004090481,0.0003089011,0.000081834485,0.00013958552],"category_scores_gemma":[0.024004834,0.000052701973,0.0001040805,0.0020074446,0.0010366422,0.00007643113,0.00009545144,0.0009176616,0.00000835765],"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":[0.0000030672568,0.00006395718,0.015227685,0.0020046977,0.000011879624,0.0000015124328,0.0035603056,7.3881914e-8,0.0000027708948,0.8204682,0.0007652421,0.15789065],"study_design_scores_gemma":[0.00010660899,0.000024512447,0.017999833,0.007971298,0.00001590961,8.145685e-8,0.005500385,0.0000023366986,0.0000032839432,0.35616922,0.6120967,0.00010980927],"about_ca_topic_score_codex":0.006088693,"about_ca_topic_score_gemma":0.006086905,"teacher_disagreement_score":0.61133146,"about_ca_system_score_codex":0.000030732237,"about_ca_system_score_gemma":0.00019219847,"threshold_uncertainty_score":0.9842164},"labels":[],"label_agreement":null},{"id":"W4414187560","doi":"10.1017/cls.2025.10020","title":"The Right to Report, the Duty to Report, and the Costs of Reporting: A Framework for Answering Ethical Dilemmas for Qualitative Sociolegal Researchers","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Law and Society / Revue Canadienne Droit et Société","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Safeguarding; Duty; Harm; Confidentiality; CLARITY; Supreme court; Deliberation; Duty of care; Qualitative research","score_opus":0.1393488501853544,"score_gpt":0.5104992446125052,"score_spread":0.3711503944271508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414187560","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":[0.1392757,0.0018601108,0.055972807,0.79197156,0.0009909857,0.0027830892,0.00016881494,0.0000100629995,0.0069668693],"genre_scores_gemma":[0.9560118,0.000566603,0.025113676,0.013152549,0.00066551083,0.00027852412,0.000006400434,0.00004220076,0.004162787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99443835,0.0025164527,0.001414645,0.00033203754,0.00036683056,0.0009317062],"domain_scores_gemma":[0.9593212,0.03523655,0.0013503989,0.0004148614,0.0022888961,0.0013880961],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.096006885,0.00016625079,0.0005856962,0.00006160075,0.0038637929,0.00033480424,0.0005355641,0.0003925485,0.0000062716863],"category_scores_gemma":[0.1087305,0.00010472721,0.0004950037,0.0004399468,0.0045116255,0.00011511699,0.00006408057,0.0016300256,6.950713e-8],"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":[0.00006822247,0.0000030526626,0.00003073124,0.00006469005,0.00018192183,0.000059071568,0.283847,0.000003963136,0.000010005565,0.71123755,0.0033429295,0.0011508233],"study_design_scores_gemma":[0.00038637724,0.000118902986,0.00011044714,0.00032805413,0.000055777335,0.00006182913,0.3057948,0.00003074922,0.000017531522,0.45750898,0.23546633,0.00012020994],"about_ca_topic_score_codex":0.10672474,"about_ca_topic_score_gemma":0.63370454,"teacher_disagreement_score":0.81673604,"about_ca_system_score_codex":0.0008905211,"about_ca_system_score_gemma":0.004945869,"threshold_uncertainty_score":0.9981975},"labels":[],"label_agreement":null},{"id":"W4414211207","doi":"10.7202/1119590ar","title":"La recherche in situ","year":2025,"lang":"fr","type":"article","venue":"Revue du CREMIS","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Université du Québec en Outaouais","funders":"","keywords":"Relation (database); Context (archaeology); Western europe; ESPACE","score_opus":0.7226835636826672,"score_gpt":0.6318377535167083,"score_spread":0.09084581016595883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414211207","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":[0.012848167,0.016343413,0.005701253,0.2298043,0.0005424415,0.00019193454,0.0000075012754,0.000023493802,0.7345375],"genre_scores_gemma":[0.17842792,0.100760005,0.1175376,0.0018429441,0.0012351003,0.00007243107,0.0000065159975,0.000038069757,0.6000794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97396696,0.024717255,0.00029243197,0.000297907,0.00024822637,0.00047725165],"domain_scores_gemma":[0.9772077,0.022261761,0.000052515225,0.00019183673,0.00016146092,0.00012470277],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.039493673,0.000113992166,0.000251086,0.000119584525,0.00016776114,0.000073923504,0.00032306154,0.0008204304,0.00036882682],"category_scores_gemma":[0.033607733,0.00012560764,0.00010975399,0.0015907759,0.0011743279,0.00014239419,0.00009574029,0.0016917184,0.00012017942],"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":[0.000012861298,0.00009230274,0.0011464008,0.0004289587,0.000021195932,0.000037730515,0.0462084,0.0000035932117,0.00062734267,0.6142094,0.005465675,0.3317461],"study_design_scores_gemma":[0.00017719484,0.00001928205,0.000874103,0.0008145656,0.000011118064,0.000001118928,0.01473171,0.000116108924,0.0002620213,0.23375356,0.7491222,0.00011698674],"about_ca_topic_score_codex":0.0027701783,"about_ca_topic_score_gemma":0.0027134365,"teacher_disagreement_score":0.7436566,"about_ca_system_score_codex":0.000809886,"about_ca_system_score_gemma":0.00086555415,"threshold_uncertainty_score":0.9890434},"labels":[],"label_agreement":null},{"id":"W4414324801","doi":"10.1177/10575677251380201","title":"Book Review: <i>Thug criminology: A call to action</i> by A. Ellis, O. Marques and A. Gunter (Eds.) Ellis, A., Marques, O., &amp; Gunter, A. (Eds.). (2023).Thug criminology: A call to action. Toronto: University of Toronto Press. 246 pp. Paperback: $36.95 ISBN: 9781487547233","year":2025,"lang":"en","type":"article","venue":"International Criminal Justice Review","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Call centre; Work (physics)","score_opus":0.13155435167024274,"score_gpt":0.4561970721630018,"score_spread":0.3246427204927591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414324801","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":[0.00009967489,0.92872036,0.0035047727,0.050006457,0.0012250085,0.0016596406,0.00036718446,0.00010048361,0.014316408],"genre_scores_gemma":[0.000032065793,0.91267407,0.0064911544,0.033648644,0.0003352612,0.00009892718,0.000110569614,0.000035189834,0.046574138],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923681,0.0030427242,0.0011460022,0.0011883506,0.0013140171,0.0009407766],"domain_scores_gemma":[0.9941868,0.001863104,0.0005026643,0.0007604799,0.0020431892,0.00064374215],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004073413,0.00058110146,0.001252201,0.000057970556,0.00057092035,0.00015153484,0.0015964536,0.0004357774,0.0035863216],"category_scores_gemma":[0.0052201184,0.0005862146,0.00038242262,0.00019867493,0.00085096864,0.0012141858,0.0007654327,0.0007846533,0.00016571865],"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":[0.00031475115,0.00022196598,0.000008662998,0.012737656,0.00026622802,0.000020496838,0.0023210875,0.0000012998099,0.00048677428,0.004126001,0.9027431,0.07675198],"study_design_scores_gemma":[0.00035103026,0.00022461914,0.00010516034,0.008888361,0.0015820815,0.000016378566,0.0024904397,0.0000125187,0.00007493892,0.00013857934,0.98559964,0.00051625055],"about_ca_topic_score_codex":0.06462495,"about_ca_topic_score_gemma":0.036647853,"teacher_disagreement_score":0.08285654,"about_ca_system_score_codex":0.0013687486,"about_ca_system_score_gemma":0.000691807,"threshold_uncertainty_score":0.99965894},"labels":[],"label_agreement":null},{"id":"W4414442058","doi":"10.1002/bewi.70000","title":"Research Interviews in Historical Practice**","year":2025,"lang":"en","type":"article","venue":"Berichte zur Wissenschaftsgeschichte","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Institute of Genetics","funders":"","keywords":"Foregrounding; Interview; Oral history; Biography; Scripting language; Personal life; Qualitative research; Comparative historical research; Historical record","score_opus":0.3305988363173895,"score_gpt":0.6310496588697442,"score_spread":0.30045082255235467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414442058","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":[0.01143889,0.007956441,0.0048372797,0.25465927,0.0012797047,0.0010477431,0.000004177806,0.00016389799,0.7186126],"genre_scores_gemma":[0.75042105,0.010331988,0.06549112,0.004495054,0.0011599069,0.00042322263,0.000009569582,0.0000992545,0.16756885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9765235,0.018983576,0.0007401588,0.0006974671,0.0017127115,0.0013425471],"domain_scores_gemma":[0.9870654,0.010631157,0.00013081188,0.00058484526,0.0012486205,0.0003391832],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.052215673,0.00022076859,0.00049018336,0.0010719111,0.0009145935,0.00022056376,0.0008065467,0.00039241623,0.00019104428],"category_scores_gemma":[0.035164833,0.00021676993,0.00014753499,0.004562175,0.0010258529,0.0005698869,0.00035458468,0.0024759918,0.00027558254],"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":[0.00026506497,0.00046550226,0.0009968223,0.00012074328,0.00007225349,0.0001583125,0.036422558,0.000007087111,0.0008539297,0.85291886,0.063364685,0.044354167],"study_design_scores_gemma":[0.00038801125,0.00008529794,0.0011947827,0.00019763847,0.000011592562,0.0000016064868,0.027799115,0.000058900187,0.000082942955,0.042683158,0.92728215,0.00021482853],"about_ca_topic_score_codex":0.01658746,"about_ca_topic_score_gemma":0.008473745,"teacher_disagreement_score":0.8639174,"about_ca_system_score_codex":0.0018741263,"about_ca_system_score_gemma":0.0014898359,"threshold_uncertainty_score":0.99982536},"labels":[],"label_agreement":null},{"id":"W4414469995","doi":"10.1177/27541258251381293","title":"Inhabiting research through lived practice: A humanistic response to north–south ontological locationalities","year":2025,"lang":"en","type":"article","venue":"Dialogues in Urban Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Vancouver Community College; University of British Columbia","funders":"","keywords":"Humanism; Embodied cognition; Perspective (graphical); Conversation; Lived experience; Everyday life; Posthumanism","score_opus":0.6647753803153545,"score_gpt":0.6547674139495703,"score_spread":0.010007966365784271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414469995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54413414,0.0023051165,0.002671148,0.15668674,0.0004505971,0.003491826,0.00007912061,0.00017995521,0.2900014],"genre_scores_gemma":[0.9783513,0.00028446908,0.008421675,0.0006370406,0.00042052823,0.0006425755,0.00002190497,0.000021185022,0.011199344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9176134,0.074658506,0.00066886476,0.00087914086,0.004118076,0.0020620187],"domain_scores_gemma":[0.8980972,0.096399054,0.00006598814,0.0005822641,0.0045223758,0.000333093],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.12092941,0.00017793712,0.0003811716,0.0013624711,0.0028719043,0.00059850945,0.0012956932,0.0003479718,0.00015921911],"category_scores_gemma":[0.38387093,0.00017151264,0.0000834975,0.0054247836,0.0056174686,0.00042574556,0.00083568087,0.0031987734,0.00034813432],"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":[0.0016013182,0.0002629429,0.006539276,0.00008401328,0.000027924147,0.00010288607,0.36021847,0.000009247861,0.00014479768,0.6188243,0.0104995,0.0016853492],"study_design_scores_gemma":[0.0005490711,0.0005639791,0.047735523,0.0003904455,0.0000051705283,6.8407644e-7,0.37148157,0.00003323517,0.0000660916,0.21964845,0.35922834,0.0002974434],"about_ca_topic_score_codex":0.017170306,"about_ca_topic_score_gemma":0.016592091,"teacher_disagreement_score":0.43421715,"about_ca_system_score_codex":0.0014925172,"about_ca_system_score_gemma":0.0039668446,"threshold_uncertainty_score":0.99910086},"labels":[],"label_agreement":null},{"id":"W4414615719","doi":"10.1080/0966369x.2025.2559901","title":"Queering feminist geography III: calling all allies and accomplices","year":2025,"lang":"en","type":"article","venue":"Gender Place & Culture","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; McGill University; University of Toronto","funders":"","keywords":"Field (mathematics); Feminism; Agency (philosophy); Queer; Perspective (graphical)","score_opus":0.15308968257808714,"score_gpt":0.49107965335145776,"score_spread":0.3379899707733706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414615719","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":[0.20679376,0.045129754,0.035048433,0.033018112,0.0012057248,0.0015573619,0.000087617256,0.00067002303,0.67648923],"genre_scores_gemma":[0.9150304,0.012364974,0.047922377,0.0046712565,0.00072401646,0.00009104082,0.000026813332,0.00003097356,0.019138116],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813783,0.0006166354,0.00015634502,0.00029971066,0.0003718586,0.0004175936],"domain_scores_gemma":[0.9990324,0.0005282815,0.000046754165,0.00012289325,0.0001278292,0.00014185604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025758306,0.0001311559,0.00017783791,0.000075249,0.00088899495,0.0003010313,0.0002451627,0.00020040086,0.000036134676],"category_scores_gemma":[0.00037164523,0.000109307795,0.0000696865,0.00031424337,0.000590636,0.00014942954,0.000103257786,0.00043791873,0.0000047214667],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005926547,0.00006122535,0.01359026,0.000310187,0.00033375254,0.000010956916,0.49933016,0.00006469246,0.0018343972,0.45544502,0.02113076,0.007829311],"study_design_scores_gemma":[0.00022019482,0.000015913716,0.0021136503,0.00007321907,0.000023970868,6.020361e-7,0.14985807,0.00005364714,0.000111814086,0.022821575,0.8245127,0.00019463558],"about_ca_topic_score_codex":0.0012179889,"about_ca_topic_score_gemma":0.0012024334,"teacher_disagreement_score":0.8033819,"about_ca_system_score_codex":0.000041161016,"about_ca_system_score_gemma":0.00012802953,"threshold_uncertainty_score":0.68375206},"labels":[],"label_agreement":null},{"id":"W4414806643","doi":"10.1177/10778004251377413","title":"Conceptualizing the Relational Work of Narrative Inquiry as Spaces of Appearance","year":2025,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; University of Alberta","funders":"","keywords":"Narrative; Space (punctuation); Qualitative research; Narrative inquiry; Social space; Ethnography; Work (physics); Relational theory","score_opus":0.38832894252305444,"score_gpt":0.6007304323700444,"score_spread":0.21240148984698998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414806643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8497055,0.0070233895,0.06675761,0.032149922,0.0012817215,0.0010046945,0.000025241072,0.000057439447,0.041994452],"genre_scores_gemma":[0.99070406,0.00020072596,0.0059866677,0.00038806233,0.00017951836,0.000046615765,0.0000047425983,0.000009794785,0.0024797902],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9828101,0.014906799,0.0006486583,0.0002950672,0.000984963,0.00035445837],"domain_scores_gemma":[0.98187435,0.016244315,0.0004524825,0.00025453657,0.0010984514,0.000075887416],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.018839438,0.0001513037,0.0004045992,0.00015919711,0.0006582685,0.000032945027,0.0004408697,0.0001761169,0.00014815084],"category_scores_gemma":[0.016846571,0.000114584225,0.00015786868,0.0016155012,0.013716238,0.00028413616,0.00010752564,0.00048232425,0.000019737874],"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":[0.00007216445,0.000027456275,0.00024407185,0.000041973028,0.000067866335,3.1837345e-7,0.5122072,0.000022265542,0.00012364222,0.48539925,0.0010561524,0.000737647],"study_design_scores_gemma":[0.00022032592,0.00007635643,0.0010000303,0.00040730464,0.000010558992,4.9777956e-8,0.7805725,0.0000050959025,0.00046743095,0.21004812,0.0070969313,0.00009531488],"about_ca_topic_score_codex":0.00094695,"about_ca_topic_score_gemma":0.00012393708,"teacher_disagreement_score":0.27535114,"about_ca_system_score_codex":0.00009744408,"about_ca_system_score_gemma":0.0009325954,"threshold_uncertainty_score":0.99143493},"labels":[],"label_agreement":null},{"id":"W4415196023","doi":"10.47989/ir30357585","title":"A comparison of two methods for studying emotional responses to archival work: Remote interviews and diaries","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto","keywords":"Documentation; Reflexivity; Perspective (graphical); Qualitative research; Semi-structured interview; Data collection; Content analysis; Multimethodology","score_opus":0.41556826204323655,"score_gpt":0.6951117626096485,"score_spread":0.2795435005664119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415196023","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.076666795,0.00023346064,0.898751,0.017679226,0.00025947034,0.0005768049,0.000017565431,0.000014797285,0.005800854],"genre_scores_gemma":[0.77316844,0.0010054812,0.22364016,0.00037167774,0.00027873984,0.000055411525,0.000019309293,0.000009395122,0.0014514016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9914094,0.0057546888,0.00075521535,0.00014684329,0.0011971479,0.0007367032],"domain_scores_gemma":[0.9907797,0.006182148,0.00019956192,0.0001218851,0.0024886292,0.00022807515],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.050375257,0.00009610568,0.0002318508,0.0012496621,0.0010949313,0.0005845124,0.00066691113,0.000059209604,0.000073179144],"category_scores_gemma":[0.016571147,0.00008798681,0.00008910292,0.0006047278,0.0006227866,0.0013575469,0.00018339606,0.0011286831,0.000005289744],"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":[0.000645588,0.000042513544,0.0010457267,0.000023414557,0.00008197629,1.2127444e-7,0.028770642,0.000044369783,0.000108941465,0.51865983,0.00041074754,0.4501661],"study_design_scores_gemma":[0.0011413809,0.00083887426,0.0067564235,0.00030291258,0.00000950006,0.000005197259,0.038611423,0.0074633863,0.0004693206,0.64338213,0.30085373,0.00016570679],"about_ca_topic_score_codex":0.0002942546,"about_ca_topic_score_gemma":0.00023113542,"teacher_disagreement_score":0.6965016,"about_ca_system_score_codex":0.00055534847,"about_ca_system_score_gemma":0.002252748,"threshold_uncertainty_score":0.9917127},"labels":[],"label_agreement":null},{"id":"W4415554698","doi":"10.1080/26895269.2025.2575868","title":"“I was just some bimbo behind a desk”: trans and non-binary people’s experiences of harms as peer researchers","year":2025,"lang":"en","type":"article","venue":"International Journal of Transgender Health","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Toronto; Centre for Disability Prevention and Rehabilitation","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Qualitative research; Action (physics); Perspective (graphical); Quality (philosophy); Perception","score_opus":0.3110974373981344,"score_gpt":0.6014718558508533,"score_spread":0.2903744184527189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415554698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7341805,0.002786654,0.01668171,0.24226145,0.0010069789,0.00028580974,0.000028358663,0.000008442875,0.002760087],"genre_scores_gemma":[0.9883602,0.0061482284,0.0034382246,0.000862769,0.00019164733,0.000007908516,0.0000017921288,0.000007856988,0.0009813646],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951381,0.0015251213,0.00065081555,0.00017745131,0.0021403611,0.00036813488],"domain_scores_gemma":[0.9968382,0.001186475,0.00023041165,0.00007891407,0.0012722882,0.00039371516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012012397,0.0001052985,0.00032138472,0.00047278494,0.0002989722,0.000095272124,0.0006234734,0.0001052455,0.0002245289],"category_scores_gemma":[0.0012896042,0.00008932624,0.00015606318,0.00025067394,0.0007445758,0.00048054295,0.000027073445,0.0006237204,0.0000011170478],"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":[0.00040116487,0.00021452911,0.0013021872,0.00015530143,0.00025053453,0.000024154213,0.95606506,0.000022519309,0.0006941768,0.023416061,0.0014085601,0.01604577],"study_design_scores_gemma":[0.0018807518,0.0008114966,0.010075841,0.00054133,0.000024069013,0.000015948637,0.9173522,0.00011401085,0.0010808795,0.053233743,0.014679792,0.00018992617],"about_ca_topic_score_codex":0.0039660246,"about_ca_topic_score_gemma":0.0015220875,"teacher_disagreement_score":0.25417972,"about_ca_system_score_codex":0.00022845567,"about_ca_system_score_gemma":0.004494525,"threshold_uncertainty_score":0.79730946},"labels":[],"label_agreement":null},{"id":"W4415600529","doi":"10.1177/19408447251386494","title":"Who Am I Today? Roles Occupied While Conducting Feminist Informed Interviews With Women Who Use Drugs","year":2025,"lang":"en","type":"article","venue":"International Review of Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Public Health Ontario; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reflexivity; Leverage (statistics); Lived experience; Qualitative research; Ethnography; Feminism; Doing gender","score_opus":0.633815176302468,"score_gpt":0.6832630664711878,"score_spread":0.049447890168719866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415600529","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":[0.16865218,0.02754013,0.0041330936,0.112382054,0.000535107,0.0044069905,0.000509708,0.000115324896,0.6817254],"genre_scores_gemma":[0.55067146,0.26213607,0.03245522,0.012416425,0.0007583844,0.0029942333,0.00021566794,0.00014419749,0.13820831],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9752049,0.018598974,0.0011748119,0.0005182799,0.0036114354,0.0008916428],"domain_scores_gemma":[0.96328235,0.029501233,0.00045128446,0.0004239847,0.006040499,0.000300679],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07600032,0.00023063882,0.0007889141,0.00065614586,0.00062567624,0.00030516725,0.0012991091,0.00013250182,0.00084645336],"category_scores_gemma":[0.067181826,0.00017893598,0.00018829643,0.0019174321,0.0036080612,0.0008417175,0.00044593468,0.0011104946,0.000052520587],"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":[0.00018680336,0.00011013683,0.00034840874,0.0036472639,0.00029542256,0.0000036102283,0.39464083,4.2625038e-7,0.000054885615,0.5474457,0.015965143,0.03730137],"study_design_scores_gemma":[0.00041282322,0.00020760979,0.0001883366,0.021287175,0.0000093806775,4.5646524e-7,0.39808968,0.000014372441,0.00022444896,0.020662006,0.5587105,0.00019323244],"about_ca_topic_score_codex":0.0018471627,"about_ca_topic_score_gemma":0.0005432947,"teacher_disagreement_score":0.5435171,"about_ca_system_score_codex":0.0010216101,"about_ca_system_score_gemma":0.0025142648,"threshold_uncertainty_score":0.99910355},"labels":[],"label_agreement":null},{"id":"W4415634777","doi":"10.29173/cgs244","title":"Editors' Introduction to the Issue","year":2025,"lang":"en","type":"article","venue":"Critical Gambling Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Alberta","funders":"","keywords":"","score_opus":0.27582469737750265,"score_gpt":0.6309882356185208,"score_spread":0.35516353824101815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415634777","genre_codex":"commentary","genre_gemma":"editorial","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":[0.00037736548,0.002084293,0.012931632,0.963298,0.009506906,0.00015227238,0.0000015799046,0.000052489406,0.011595444],"genre_scores_gemma":[0.36708272,0.0077019557,0.07315379,0.036834445,0.40906903,0.0006498304,0.0000028253737,0.000051021318,0.10545441],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977312,0.0012262895,0.0001367304,0.00019291014,0.00038961344,0.00032327493],"domain_scores_gemma":[0.99271894,0.006282986,0.000008176252,0.00013937196,0.00077666953,0.00007384212],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0073818117,0.000060062073,0.00013251898,0.00006714906,0.0014337517,0.00010101172,0.00017965956,0.000050968032,0.00004346703],"category_scores_gemma":[0.107920274,0.00003992655,0.000040053143,0.0005850243,0.0017186025,0.00007383493,0.00011978582,0.00027338942,0.000093743765],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005484344,0.000012735342,0.000018421773,0.000032126973,0.000023799672,4.7984105e-7,0.019963685,0.0000025333459,0.00002836828,0.53775036,0.43242297,0.009739034],"study_design_scores_gemma":[0.000023701154,0.000021030935,0.000052496016,0.000030323155,0.000010408276,2.9260141e-8,0.068007044,0.0000048332176,0.000092964096,0.084737234,0.8469778,0.000042141884],"about_ca_topic_score_codex":0.00014048944,"about_ca_topic_score_gemma":0.00016291534,"teacher_disagreement_score":0.92646354,"about_ca_system_score_codex":0.00007979498,"about_ca_system_score_gemma":0.00010163306,"threshold_uncertainty_score":0.99986625},"labels":[],"label_agreement":null},{"id":"W4415650100","doi":"10.26522/ssj.v19i3.5124","title":"Ethical Dilemmas of Conducting Research Among Precarious Status Migrants: Research Ethics Boards and Beyond","year":2025,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Windsor","funders":"","keywords":"Embeddedness; Negotiation; Research ethics; Economic Justice; Bridging (networking); Informed consent; Social justice","score_opus":0.7719318956676506,"score_gpt":0.7214281055184038,"score_spread":0.050503790149246885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415650100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5464785,0.02374321,0.0003184225,0.10726051,0.0024062213,0.002046626,0.000082395556,0.00009109219,0.317573],"genre_scores_gemma":[0.975211,0.01784475,0.003132352,0.00033722143,0.0006983255,0.00011648632,0.0000018249051,0.000019931176,0.0026380836],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9543586,0.039601076,0.0006266581,0.00057796255,0.003272527,0.0015632174],"domain_scores_gemma":[0.9112618,0.08296582,0.00010658171,0.00021139429,0.0052808174,0.00017358405],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14050321,0.00015329776,0.00055862917,0.0005718646,0.0055488683,0.000111115056,0.00044894876,0.0010208932,0.00001413502],"category_scores_gemma":[0.24143167,0.00014995899,0.00007230132,0.003304871,0.029131014,0.00017434478,0.0009641724,0.009656616,0.000002433482],"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":[0.0000733447,0.000053675558,0.0016783217,0.0010602389,0.00009452678,0.000014104342,0.5515355,8.731211e-7,0.00010861208,0.4337586,0.0069785127,0.004643726],"study_design_scores_gemma":[0.00038803046,0.0000948318,0.0017014679,0.00038347856,0.000040766954,8.866427e-8,0.79584223,0.000010740396,0.000071851005,0.17378378,0.027555032,0.0001276926],"about_ca_topic_score_codex":0.016467987,"about_ca_topic_score_gemma":0.027213538,"teacher_disagreement_score":0.4287325,"about_ca_system_score_codex":0.00063800847,"about_ca_system_score_gemma":0.0023405484,"threshold_uncertainty_score":0.9957458},"labels":[],"label_agreement":null},{"id":"W4415650112","doi":"10.26522/ssj.v19i3.5138","title":"Scholar and Student Wellness while Confronting Violence and Ignorance: Can we Trust our Institutions when we are Targeted?","year":2025,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Lethbridge; Carleton University; Dalhousie University","funders":"","keywords":"Social justice; Narrative; Work (physics); Economic Justice; Criminal justice; Social worlds; Suicide prevention","score_opus":0.24784519129152738,"score_gpt":0.5545554982297446,"score_spread":0.3067103069382172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415650112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47160155,0.18230043,0.0029215838,0.28957647,0.00627243,0.0021674854,0.0002742491,0.00021552455,0.04467027],"genre_scores_gemma":[0.9154667,0.08048155,0.0020094996,0.00044246917,0.000716258,0.00008507352,0.000001066845,0.0000081698645,0.0007892144],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966817,0.001814905,0.00026950138,0.00034543214,0.00045337097,0.00043509196],"domain_scores_gemma":[0.9983567,0.0009961878,0.000104450664,0.0000851456,0.00037116688,0.000086350396],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0052564093,0.00014729395,0.00036513634,0.000105749525,0.0042767604,0.0001417244,0.00022121554,0.00014314197,0.0000037755265],"category_scores_gemma":[0.0061297077,0.00014461334,0.00003398702,0.0005167555,0.001987806,0.000221637,0.0003341946,0.0006950437,0.0000014637033],"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":[0.00003341972,0.00007978036,0.020544842,0.001212667,0.00018875726,0.000023310968,0.52247936,0.000008343181,0.000030960193,0.38431075,0.00418467,0.06690314],"study_design_scores_gemma":[0.0003743749,0.000016204853,0.0056427903,0.0009808515,0.000087386485,1.2481539e-7,0.89155895,0.0000075396288,0.000009268408,0.05076475,0.050395217,0.00016251844],"about_ca_topic_score_codex":0.0010621414,"about_ca_topic_score_gemma":0.0069475765,"teacher_disagreement_score":0.44386515,"about_ca_system_score_codex":0.00025568093,"about_ca_system_score_gemma":0.0003960375,"threshold_uncertainty_score":0.9970195},"labels":[],"label_agreement":null},{"id":"W4415650143","doi":"10.26522/ssj.v19i3.5142","title":"Feminist Communities of Practice: Building Stronger Research Coalitions to Counter Antagonism in the Academy","year":2025,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Conversation; Solidarity; Face (sociological concept); Feminism; Counterpoint; Work (physics)","score_opus":0.6150362857709224,"score_gpt":0.7208280166587041,"score_spread":0.10579173088778171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415650143","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":[0.06114682,0.0029613788,0.0006560962,0.33383796,0.0010646367,0.0015439432,0.00012738752,0.00003058175,0.5986312],"genre_scores_gemma":[0.99018246,0.002865361,0.0028079043,0.0026884822,0.00044345006,0.0001810964,0.0000012167876,0.00000658589,0.0008234659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9836921,0.014202597,0.00036581443,0.00014889879,0.0010385812,0.0005520022],"domain_scores_gemma":[0.96258,0.0365569,0.00006798645,0.000119676595,0.00064370414,0.000031718202],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.043201007,0.00008474779,0.00025750796,0.00025857007,0.0025923334,0.000076217955,0.0006305193,0.0001363334,0.00000941486],"category_scores_gemma":[0.02368737,0.00007112341,0.00004231356,0.0018002023,0.0047786394,0.00014222883,0.0003751038,0.001418822,0.0000033602817],"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":[0.000030006719,0.000057492845,0.00020004073,0.00011372187,0.00002766149,0.000002084736,0.44492906,0.0000025153386,0.00002302098,0.5443899,0.009809181,0.0004153408],"study_design_scores_gemma":[0.00012842123,0.000026457767,0.00065623864,0.00014556246,0.000024448404,8.281718e-8,0.7713094,0.0000018567614,0.000010785325,0.0388312,0.18881415,0.000051422456],"about_ca_topic_score_codex":0.0042744055,"about_ca_topic_score_gemma":0.004952339,"teacher_disagreement_score":0.9290356,"about_ca_system_score_codex":0.0003944842,"about_ca_system_score_gemma":0.0004114461,"threshold_uncertainty_score":0.99870616},"labels":[],"label_agreement":null},{"id":"W4416003347","doi":"10.5465/amproc.2025.11575symposium","title":"Lessons Learned Off the Beaten Path: Managing Vulnerability When Studying Unconventional Contexts","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Acadia University; University of Ottawa","funders":"","keywords":"Vulnerability (computing); Context (archaeology); Vulnerability assessment; Field (mathematics); Government (linguistics)","score_opus":0.2612902848649135,"score_gpt":0.5198137317591134,"score_spread":0.25852344689419987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416003347","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":[0.05485092,0.0012818604,0.0036448417,0.63046646,0.00020619998,0.0017306341,0.000007794477,0.0001436921,0.30766758],"genre_scores_gemma":[0.9602571,0.0024851116,0.004542276,0.0018767155,0.0001126116,0.00015450288,0.0000016254941,0.000013801097,0.03055624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972172,0.00054448907,0.00040079732,0.00040779926,0.00097202254,0.00045770826],"domain_scores_gemma":[0.99858725,0.0008714947,0.00018473962,0.00008029024,0.00020071893,0.00007548288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019401519,0.0001365179,0.00023700349,0.00017796177,0.001142595,0.0001474745,0.0008199483,0.00012333707,0.000099985635],"category_scores_gemma":[0.0011361062,0.000107878375,0.00012265281,0.00060638646,0.0011399772,0.00039318998,0.0004436413,0.000644485,0.000009148366],"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":[0.000027816464,0.000051660878,0.0018022335,0.00028858904,0.00015353474,3.4016912e-7,0.010264944,0.000001915052,0.00006618658,0.8096785,0.0062275953,0.17143668],"study_design_scores_gemma":[0.00037671634,0.000020928686,0.012771641,0.00024611538,0.000063939326,5.1698507e-8,0.04799825,0.00008152772,0.0000962102,0.71394324,0.22428049,0.00012088692],"about_ca_topic_score_codex":0.00021652454,"about_ca_topic_score_gemma":0.000014004906,"teacher_disagreement_score":0.9054062,"about_ca_system_score_codex":0.00014477648,"about_ca_system_score_gemma":0.00005506735,"threshold_uncertainty_score":0.8788032},"labels":[],"label_agreement":null},{"id":"W4416094034","doi":"10.1080/14680777.2025.2585266","title":"Archiving digital activism against sexual violence: the challenges for ethical witnessing in research practice","year":2025,"lang":"en","type":"article","venue":"Feminist Media Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"University of Toronto; Western University","funders":"Social Sciences and Humanities Research Council of Canada; Ministerio de Ciencia e Innovación; Canada Research Chairs","keywords":"Research ethics; Political activism; Human sexuality; Politics; Best practice","score_opus":0.5859289265460979,"score_gpt":0.642912108444928,"score_spread":0.056983181898830115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416094034","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":[0.065999515,0.027010456,0.0015195926,0.7325576,0.001329288,0.001783398,0.000044327793,0.000109031505,0.16964677],"genre_scores_gemma":[0.97733897,0.017951278,0.0024575994,0.0008132749,0.000566668,0.0004218881,0.000002097712,0.000014632017,0.00043357373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.991309,0.005830034,0.00032842477,0.0004366849,0.0012763545,0.0008194849],"domain_scores_gemma":[0.84835213,0.1504824,0.000084116284,0.00022473885,0.0007605816,0.00009600459],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.044531167,0.0001399227,0.0003203183,0.00020729304,0.0022215412,0.0002697615,0.00051393796,0.00022857692,0.0000011678437],"category_scores_gemma":[0.23827015,0.00009816885,0.000053987616,0.00071781763,0.006477803,0.00025074263,0.00039649112,0.0021959404,0.000004850914],"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":[0.00009925516,0.00008209951,0.00024431958,0.00017964626,0.00008100254,0.000009279895,0.4258074,8.9734095e-7,0.000025634572,0.27068514,0.00087618927,0.30190915],"study_design_scores_gemma":[0.00019910296,0.00006400411,0.00063088554,0.0006032692,0.0000074029576,2.4713898e-7,0.76383466,0.000025508456,0.00001905228,0.15754795,0.07696801,0.00009989735],"about_ca_topic_score_codex":0.00018141221,"about_ca_topic_score_gemma":0.001829272,"teacher_disagreement_score":0.91133946,"about_ca_system_score_codex":0.00023462353,"about_ca_system_score_gemma":0.001159785,"threshold_uncertainty_score":0.99907744},"labels":[],"label_agreement":null},{"id":"W4416130710","doi":"10.1108/978-1-83608-960-520251023","title":"Introduction to Section 1: The Field of Practitioner Research and Worldviews","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Homewood Research Institute","funders":"","keywords":"Section (typography); Field (mathematics); Practitioner research; Special section","score_opus":0.33938671608058874,"score_gpt":0.6083260197856314,"score_spread":0.26893930370504265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416130710","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":[0.0000035595606,0.00019605784,0.0026960587,0.24400908,0.00029391973,0.00040304716,0.0000032529883,0.000009519877,0.7523855],"genre_scores_gemma":[0.000078061676,0.002972353,0.0023680197,0.00046935343,0.002088708,0.000022654986,0.0000024740034,0.00000604993,0.99199235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973188,0.0012774587,0.00020041672,0.00024630618,0.00077628496,0.00018074176],"domain_scores_gemma":[0.99209946,0.00661025,0.00006647329,0.00021343447,0.00094004866,0.00007031211],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017462386,0.00007325087,0.000156486,0.00027416614,0.000624221,0.000073136645,0.00014735632,0.00023442638,0.001772374],"category_scores_gemma":[0.00820201,0.000049840364,0.00004229707,0.00021448889,0.00075992435,0.00009067168,0.00010795993,0.0009890706,0.0000257565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017441447,0.000004486816,7.934706e-7,0.000028636921,0.000013100693,1.3550056e-7,0.0024713634,1.3241313e-7,0.00001936303,0.67817044,0.29314542,0.026128696],"study_design_scores_gemma":[0.000016628976,0.000087675246,0.0000048294332,0.000052585023,0.00000423805,9.419327e-8,0.0018943445,6.0500014e-7,0.000047705864,0.22632779,0.7715236,0.00003990619],"about_ca_topic_score_codex":0.0025780816,"about_ca_topic_score_gemma":0.0063452283,"teacher_disagreement_score":0.47837818,"about_ca_system_score_codex":0.00008642653,"about_ca_system_score_gemma":0.00031962848,"threshold_uncertainty_score":0.99914014},"labels":[],"label_agreement":null},{"id":"W4416211065","doi":"10.1080/1743727x.2025.2589053","title":"Embracing queer and trans frameworks in qualitative educational research: showing our work","year":2025,"lang":"en","type":"article","venue":"International Journal of Research & Method in Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Queer; Qualitative research; Work (physics); Ethnography; Educational research","score_opus":0.45088953947123217,"score_gpt":0.7256069142466472,"score_spread":0.2747173747754151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416211065","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":[0.2414767,0.005462679,0.046578508,0.6503267,0.0045761643,0.00094401976,0.000008014941,0.000008850481,0.050618343],"genre_scores_gemma":[0.8640759,0.0018804469,0.12778421,0.0003299047,0.0013363215,0.00007401774,0.0000036900042,0.00001654411,0.0044989605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96100104,0.03387905,0.0008871747,0.00035624864,0.0032040179,0.0006724749],"domain_scores_gemma":[0.9592265,0.03411308,0.00018389897,0.0001599048,0.0060726684,0.00024397654],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13877977,0.00011425885,0.0002817925,0.0041474225,0.00035405933,0.00040403754,0.0008779187,0.00033751235,0.0001055892],"category_scores_gemma":[0.073605806,0.00011279082,0.00008806309,0.0031716325,0.0007034233,0.00083739485,0.00012303179,0.0046144077,0.0000067229203],"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":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043745257,0.00062965706,0.011803488,0.00007240535,0.000092977665,0.000008712946,0.38753754,0.00014373836,0.00047484,0.45897594,0.004600962,0.1352223],"study_design_scores_gemma":[0.00033306735,0.000049526,0.019337686,0.0016565085,0.0000027839505,0.0000026141302,0.36591214,0.000047634356,0.00010966503,0.59878653,0.013672995,0.000088843335],"about_ca_topic_score_codex":0.0038435352,"about_ca_topic_score_gemma":0.0017602406,"teacher_disagreement_score":0.6499968,"about_ca_system_score_codex":0.0016818185,"about_ca_system_score_gemma":0.0075799483,"threshold_uncertainty_score":0.99804616},"labels":[],"label_agreement":null},{"id":"W4416275040","doi":"10.1080/13645579.2025.2590501","title":"Thinking through country-as-culture qualitative sampling","year":2025,"lang":"en","type":"article","venue":"International Journal of Social Research Methodology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Cape Breton University; Mount Saint Vincent University","funders":"Social Sciences and Humanities Research Council of Canada; Mount Saint Vincent University","keywords":"Qualitative research; Sampling (signal processing); Data collection; Research methodology; Scale (ratio); Probability sampling","score_opus":0.7826286363799138,"score_gpt":0.7720324556271179,"score_spread":0.010596180752795892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416275040","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01868714,0.0023143603,0.47020888,0.23935352,0.004594577,0.00045001938,0.0000431319,0.000044994224,0.2643034],"genre_scores_gemma":[0.17347093,0.007966048,0.7889416,0.005906373,0.0071029626,0.00004266494,0.000016765973,0.000049835493,0.016502809],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9402847,0.053303078,0.0008284949,0.00028144193,0.0045433417,0.00075891125],"domain_scores_gemma":[0.9473899,0.04167593,0.00041659139,0.0001025001,0.010267334,0.00014772484],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14177455,0.0001297863,0.0004591306,0.0006155867,0.0015475748,0.00036200447,0.0018599901,0.00041812216,0.0003654587],"category_scores_gemma":[0.1352825,0.00011309778,0.00024246931,0.0010600993,0.003369816,0.00057002733,0.00033044984,0.002568431,0.000022154078],"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":[0.00027955425,0.000047544407,0.000033116037,0.00001253405,0.000270174,0.000029224346,0.34641984,0.000002576696,0.0009384456,0.63981706,0.0043037063,0.0078462465],"study_design_scores_gemma":[0.00027022025,0.00007243869,0.00006323161,0.00006419287,0.0000070194915,0.0000033629638,0.22818144,0.0000012448833,0.00016231436,0.5102401,0.26088294,0.000051492912],"about_ca_topic_score_codex":0.002734774,"about_ca_topic_score_gemma":0.0004865631,"teacher_disagreement_score":0.3187327,"about_ca_system_score_codex":0.0008987792,"about_ca_system_score_gemma":0.0031357321,"threshold_uncertainty_score":0.9997523},"labels":[],"label_agreement":null},{"id":"W4416280795","doi":"10.1108/979-8-88730-876-020251006","title":"Spirited Research","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Acadia University","funders":"","keywords":"","score_opus":0.7567908798098985,"score_gpt":0.6917127500907455,"score_spread":0.06507812971915294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416280795","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":[6.309489e-7,0.0019011407,0.000115404895,0.03265739,0.00029971736,0.00030318723,0.000019894478,0.00013120305,0.9645714],"genre_scores_gemma":[0.000037313792,0.0034182658,0.0019638382,0.00013433347,0.001025504,0.000010313056,0.0000068978884,0.00004539834,0.99335814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953886,0.0010295813,0.00021923661,0.0004155477,0.0023652753,0.00058174256],"domain_scores_gemma":[0.9946821,0.0038498421,0.000026060745,0.00026138272,0.0008979735,0.00028268457],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02983191,0.00013858898,0.00022575077,0.00046397495,0.0006718073,0.00030732568,0.00042990904,0.000677234,0.013472921],"category_scores_gemma":[0.001987469,0.00011562588,0.00015340267,0.00017541238,0.003297981,0.00006730313,0.00021266125,0.0026721857,0.0088591995],"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":[0.0000029203345,0.0000030029034,1.843322e-7,0.000059362046,0.000031570784,0.000034053228,0.0050648334,1.2781477e-8,0.0000035176552,0.9035303,0.08101881,0.010251418],"study_design_scores_gemma":[0.000011206377,0.00002088872,1.7011155e-7,0.00010064033,0.0000031306097,9.410656e-8,0.0011499549,0.0000012378267,0.0000014996217,0.49105757,0.50757873,0.00007485386],"about_ca_topic_score_codex":0.0020152996,"about_ca_topic_score_gemma":0.0028122389,"teacher_disagreement_score":0.42655993,"about_ca_system_score_codex":0.00027783433,"about_ca_system_score_gemma":0.0010667931,"threshold_uncertainty_score":0.99962866},"labels":[],"label_agreement":null},{"id":"W4416400835","doi":"10.1177/10778004251393189","title":"Intersectional Performativity Framework: A Collective Reflexivity in Ethics on Ethnographic Research With Vulnerable Groups in China","year":2025,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Performativity; Reflexivity; Intersectionality; Performative utterance; Ethnography; Autoethnography; Qualitative research; Embodied cognition; Elite","score_opus":0.5824442330883507,"score_gpt":0.6644205505422061,"score_spread":0.08197631745385536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416400835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8778569,0.00015389778,0.029856486,0.022878328,0.00036966096,0.0010737556,0.00002037696,0.000061480845,0.06772913],"genre_scores_gemma":[0.99144745,0.00023482405,0.0057885055,0.0005882807,0.00011259061,0.0003930304,0.000005413485,0.000018067813,0.0014118677],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.90967965,0.0859043,0.00055188674,0.0006875122,0.002086986,0.0010896826],"domain_scores_gemma":[0.93385077,0.064579345,0.0001276632,0.00032260641,0.00095201406,0.00016763083],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14645633,0.00024534954,0.00050152856,0.002112465,0.0020177807,0.00016069775,0.0004808933,0.00069093006,0.00010628286],"category_scores_gemma":[0.05393596,0.00021978823,0.00009582912,0.0080085695,0.007065289,0.00061048596,0.00015757389,0.010981225,0.000020300038],"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":[0.00064910913,0.00028372393,0.00200258,0.00010522592,0.000028701092,0.000008419391,0.54907215,0.00005954103,0.00001636192,0.44674748,0.00021156785,0.0008151583],"study_design_scores_gemma":[0.00047589806,0.00045986843,0.01347397,0.0010015332,0.0000019201084,1.6475018e-7,0.481573,0.00012067026,0.000051059735,0.50224876,0.00042843967,0.00016472906],"about_ca_topic_score_codex":0.00902378,"about_ca_topic_score_gemma":0.036742073,"teacher_disagreement_score":0.11359053,"about_ca_system_score_codex":0.0019913358,"about_ca_system_score_gemma":0.0031250417,"threshold_uncertainty_score":0.99928147},"labels":[],"label_agreement":null},{"id":"W4416423218","doi":"10.1037/tam0000262.supp","title":"Supplemental Material for Interviewing Lone Actors: The Role of Rapport, Grievance, and Ideology in the Interview of the Toronto Van Attacker","year":2025,"lang":"en","type":"article","venue":"Journal of Threat Assessment and Management","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Interview; Ideology; Context (archaeology); Qualitative research; Semi-structured interview","score_opus":0.11507704001348322,"score_gpt":0.5113368483348423,"score_spread":0.39625980832135904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416423218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7251146,0.018826837,0.044424314,0.15677568,0.0032832795,0.0068043824,0.00012178988,0.000011275919,0.044637866],"genre_scores_gemma":[0.9882897,0.0073168296,0.0036402012,0.0003324774,0.00007449269,0.000031051462,0.0000016051949,0.0000040188183,0.00030963044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764055,0.0013938064,0.00043132983,0.00008215006,0.00029972475,0.00015245876],"domain_scores_gemma":[0.99893874,0.0005580683,0.00028119708,0.00011436024,0.00008698121,0.000020673358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009461809,0.00007300946,0.00023266749,0.00004494647,0.00015263808,0.00004864462,0.0003632612,0.00003132694,0.00007978591],"category_scores_gemma":[0.000055474327,0.00003450566,0.000096096664,0.00009979701,0.00036526253,0.00016123886,0.00023026571,0.00011689935,2.271564e-8],"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":[0.00026624964,0.00034137166,0.028681299,0.0011164752,0.0007754072,0.000003913504,0.045196608,0.000003566111,0.0007396864,0.66992253,0.008176553,0.24477635],"study_design_scores_gemma":[0.001974687,0.0006644132,0.084612735,0.0010701389,0.00034544876,0.0000021468175,0.3431056,0.00006954891,0.00046486722,0.1652906,0.40225637,0.000143433],"about_ca_topic_score_codex":0.00036435906,"about_ca_topic_score_gemma":0.002065713,"teacher_disagreement_score":0.50463194,"about_ca_system_score_codex":0.000076619624,"about_ca_system_score_gemma":0.000069172725,"threshold_uncertainty_score":0.32792932},"labels":[],"label_agreement":null},{"id":"W4416424785","doi":"10.1108/978-1-64802-776-520251007","title":"Listening Closely To Ethnographic Experience","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Active listening; Ethnography; Reflexivity; Narrative; Participant observation; Representation (politics)","score_opus":0.3380749515071733,"score_gpt":0.5448654896577626,"score_spread":0.2067905381505893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416424785","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":[0.000048772716,0.0003455076,0.0010533017,0.007425314,0.00034578692,0.0003722775,0.00001736863,0.000117723765,0.99027395],"genre_scores_gemma":[0.0005610539,0.0011486834,0.013343666,0.0013775646,0.00029565685,0.00007483657,0.0000060856614,0.000040016857,0.98315245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99618673,0.00085280125,0.0002843875,0.0004782515,0.0016932884,0.0005045241],"domain_scores_gemma":[0.99737906,0.0015777579,0.000096209,0.00029628054,0.00024145578,0.00040925253],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0068419226,0.00019701666,0.00029979696,0.0003166256,0.0013980919,0.00013010044,0.0006732471,0.00029626887,0.021901755],"category_scores_gemma":[0.001402905,0.00019255825,0.00021015202,0.00021886438,0.0011122745,0.00013945211,0.00032393096,0.001175904,0.00017316881],"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":[0.0000072317152,0.000004038179,0.000005506818,0.000010472458,0.00001529083,0.000012430582,0.10392076,5.4304564e-7,0.000009295666,0.8802732,0.0024331969,0.0133080315],"study_design_scores_gemma":[0.00003025763,0.000072497605,0.0000040811487,0.000035629157,0.0000047656845,2.4195376e-7,0.018009234,8.3793316e-7,0.000003043176,0.10939549,0.8722014,0.00024252539],"about_ca_topic_score_codex":0.0032100712,"about_ca_topic_score_gemma":0.0021037413,"teacher_disagreement_score":0.8697682,"about_ca_system_score_codex":0.00017120015,"about_ca_system_score_gemma":0.00046018846,"threshold_uncertainty_score":0.99990195},"labels":[],"label_agreement":null},{"id":"W4416445717","doi":"10.1177/16094069251400179","title":"Mixed Methods Interpretative Phenomenological Analysis: Bridging Lived Experience and Contextual Complexity","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Wilfrid Laurier University","funders":"","keywords":"Nomothetic and idiographic; Interpretative phenomenological analysis; Phenomenology (philosophy); Lived experience; Bridging (networking); Hermeneutics; Qualitative research; Reflexivity; Experiential learning; Bridge (graph theory)","score_opus":0.8155534540764727,"score_gpt":0.7356165084193305,"score_spread":0.07993694565714227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416445717","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04790401,0.0013398343,0.931802,0.009938259,0.0009636971,0.00016014335,0.00001896005,0.000022346088,0.007850771],"genre_scores_gemma":[0.3160752,0.00031797023,0.6825333,0.0005505851,0.00012556744,0.000013497621,0.0000023636858,0.0000065203467,0.00037499735],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92550576,0.0715511,0.0011788103,0.00037071647,0.0010006949,0.00039289935],"domain_scores_gemma":[0.96674,0.028798416,0.00086463126,0.00014852872,0.0031926,0.00025579063],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07517717,0.00022723651,0.0008722954,0.0010521836,0.00041822653,0.00027866187,0.0009617863,0.00015734766,0.00023892913],"category_scores_gemma":[0.04472891,0.00018922807,0.00040355814,0.0011836016,0.004650542,0.00054467097,0.00030042612,0.00086983835,0.000001906733],"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":[0.00023889696,0.00007956169,0.00018840987,0.000008642805,0.0020177418,0.000011429633,0.46719292,0.00000902,0.0012598998,0.37454686,0.00006901593,0.15437761],"study_design_scores_gemma":[0.00062818103,0.00017628804,0.0025251692,0.000120167795,0.00020405259,0.00000376336,0.63919014,0.0011654546,0.0012417752,0.34636563,0.008172469,0.00020693234],"about_ca_topic_score_codex":0.0005449268,"about_ca_topic_score_gemma":0.000092061004,"teacher_disagreement_score":0.2681712,"about_ca_system_score_codex":0.00038555925,"about_ca_system_score_gemma":0.00044715666,"threshold_uncertainty_score":0.9980582},"labels":[],"label_agreement":null},{"id":"W4416607921","doi":"10.5539/ass.v21n6p26","title":"Navigating Elite Interviews: The Experience of a Novice Researcher from a Non-Western Context","year":2025,"lang":"","type":"article","venue":"Asian Social Science","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Elite; Interview; Context (archaeology); Qualitative research; Work (physics); Participant observation","score_opus":0.22696575612782613,"score_gpt":0.5888027608874365,"score_spread":0.36183700475961045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416607921","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":[0.31207904,0.0037471033,0.02901767,0.13637008,0.0019440673,0.0026213576,0.00020544598,0.000068580746,0.51394665],"genre_scores_gemma":[0.9946443,0.0005849859,0.0015689055,0.001680295,0.00038045694,0.00008952531,0.0000015142816,0.0000148649,0.0010351874],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98618364,0.006441031,0.0010886047,0.0010977563,0.0035717268,0.0016172301],"domain_scores_gemma":[0.99205405,0.0045324257,0.0005824194,0.0006721304,0.0017797739,0.00037920568],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03320435,0.0003266245,0.00067547243,0.00011744865,0.0054429397,0.0009269272,0.0045038215,0.00032206587,0.00029187195],"category_scores_gemma":[0.0106205,0.00025292684,0.00032225356,0.00774974,0.037073083,0.0011654854,0.0015758802,0.002176829,0.000051690735],"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":[0.000027335653,0.00006249055,0.0004860737,0.000043016567,0.000023830566,0.0000020543273,0.5049328,3.4124618e-8,0.0029456043,0.021722749,0.00007913392,0.4696749],"study_design_scores_gemma":[0.00039886677,0.0001002645,0.024169417,0.0017133215,0.000026573507,1.816795e-7,0.91461784,0.0001668229,0.0020102884,0.0304021,0.026063537,0.0003307719],"about_ca_topic_score_codex":0.042837642,"about_ca_topic_score_gemma":0.0054023187,"teacher_disagreement_score":0.6825652,"about_ca_system_score_codex":0.0005580223,"about_ca_system_score_gemma":0.00355538,"threshold_uncertainty_score":0.9999923},"labels":[],"label_agreement":null},{"id":"W4416921418","doi":"10.1080/15426432.2025.2592323","title":"Introduction to special issue","year":2025,"lang":"en","type":"article","venue":"Journal of Religion & Spirituality in Social Work Social Thought","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas University","funders":"","keywords":"Context (archaeology); Work (physics); Settlement (finance); Spirituality; Social movement","score_opus":0.075607780381026,"score_gpt":0.4879138917446173,"score_spread":0.4123061113635913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416921418","genre_codex":"commentary","genre_gemma":"editorial","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":[0.032376546,0.00036934257,0.0029620328,0.8781797,0.0055272533,0.00052317337,0.0000087485805,0.000045033306,0.080008164],"genre_scores_gemma":[0.14975186,0.004602081,0.034055628,0.019810718,0.7058142,0.00008017534,0.000014674347,0.00013179368,0.08573892],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911343,0.0052827117,0.0011465942,0.00030641252,0.0014633262,0.00066665903],"domain_scores_gemma":[0.9971365,0.00093018106,0.00048772732,0.00012406422,0.001116351,0.0002052156],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01897287,0.0002004669,0.0007096408,0.0005080766,0.0019472167,0.00024571968,0.000562959,0.000506913,0.00034896607],"category_scores_gemma":[0.00673508,0.00020656537,0.00041314444,0.0049050576,0.00093121984,0.0003859187,0.00011933297,0.0013510757,0.00007497452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032751603,0.00013909127,0.000462018,0.000025071113,0.00004017153,0.000010425729,0.05313791,0.0000034548495,0.000045547535,0.2743104,0.6338969,0.037601512],"study_design_scores_gemma":[0.00044815714,0.000055973684,0.002618945,0.00006910225,0.000022596054,4.2762662e-7,0.016466016,1.3938642e-7,0.000055249253,0.103731774,0.8763601,0.00017149348],"about_ca_topic_score_codex":0.00037289638,"about_ca_topic_score_gemma":0.00082227314,"teacher_disagreement_score":0.858369,"about_ca_system_score_codex":0.0010886256,"about_ca_system_score_gemma":0.00097541657,"threshold_uncertainty_score":0.9993521},"labels":[],"label_agreement":null},{"id":"W4416926860","doi":"10.1097/upj.0000000000000923","title":"Editorial Commentary","year":2025,"lang":"en","type":"article","venue":"Urology Practice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Hospital; University of Alberta","funders":"","keywords":"","score_opus":0.09829637835199541,"score_gpt":0.5773114433759493,"score_spread":0.4790150650239539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416926860","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":[0.000115666626,0.00017528558,0.00442468,0.6388152,0.045353767,0.00010583499,0.0000018180085,0.00003752124,0.3109702],"genre_scores_gemma":[0.04698152,0.0044331155,0.0821699,0.4616653,0.38215333,0.00014639681,0.000020941265,0.00003507425,0.02239444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922984,0.0069387136,0.00009993804,0.00013189336,0.00028609126,0.00024496476],"domain_scores_gemma":[0.9842817,0.015251029,0.00004562727,0.000111199464,0.00025143859,0.000059009973],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011821278,0.00004203158,0.000078360325,0.000056768797,0.00056278694,0.00003906364,0.00019408506,0.00017292888,0.00013507123],"category_scores_gemma":[0.03130673,0.00004167776,0.000025817151,0.0002319665,0.0007396615,0.00029149491,0.00006935575,0.0005648211,0.000069474845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008621009,0.000039833776,0.00007656041,0.0000020622638,0.000024113704,0.0000022116142,0.0035142414,4.367002e-7,0.000017609345,0.29963455,0.6933594,0.0032427746],"study_design_scores_gemma":[0.00016032475,0.000044805947,0.000022429387,0.0000010927238,0.000018705214,1.399275e-7,0.006040298,0.0000039422494,0.000005558283,0.049814057,0.9438546,0.00003408512],"about_ca_topic_score_codex":0.002673735,"about_ca_topic_score_gemma":0.00030924295,"teacher_disagreement_score":0.33679956,"about_ca_system_score_codex":0.00005145054,"about_ca_system_score_gemma":0.0003099883,"threshold_uncertainty_score":0.976853},"labels":[],"label_agreement":null},{"id":"W4417120743","doi":"10.1590/1980-858525038800033305","title":"Reflexões sobre a postura do pesquisador em pesquisas em contextos interculturais: desafios e estratégias para a co-construção de conhecimentos","year":2025,"lang":"pt","type":"article","venue":"REMHU Revista Interdisciplinar da Mobilidade Humana","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"","keywords":"Field (mathematics); Perspective (graphical); Meaning (existential); Order (exchange); Face (sociological concept); Subject (documents)","score_opus":0.16050246589346057,"score_gpt":0.5207021175795713,"score_spread":0.36019965168611073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417120743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9042028,0.021467665,0.0067190058,0.01815983,0.0018988014,0.009062047,0.0013802681,0.0006804415,0.036429126],"genre_scores_gemma":[0.9647871,0.0009680305,0.0011474908,0.0010252395,0.00064945436,0.0007533918,0.00015155386,0.00015130398,0.030366432],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97676367,0.012068119,0.0030192572,0.0026597816,0.00232768,0.0031614823],"domain_scores_gemma":[0.9902968,0.0036947113,0.0013382207,0.0019472446,0.0015041593,0.0012189],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.017242322,0.0015571605,0.002540541,0.0009327803,0.0047167726,0.0050683003,0.0034866722,0.0010386988,0.0019749303],"category_scores_gemma":[0.0032282786,0.0014505987,0.0015767396,0.0021238083,0.0043601464,0.00084278785,0.0026294813,0.0041681384,0.0005125348],"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":[0.0024138612,0.0019810568,0.0010779256,0.0047014705,0.002799694,0.0006242392,0.6717788,0.000043257514,0.0074541885,0.15808748,0.08577409,0.06326396],"study_design_scores_gemma":[0.002608073,0.0016596875,0.0018669943,0.0071190936,0.00066594343,0.00008971722,0.87978673,0.00059070694,0.00056826277,0.016634544,0.08638066,0.0020295666],"about_ca_topic_score_codex":0.00039984743,"about_ca_topic_score_gemma":0.0019602354,"teacher_disagreement_score":0.20800798,"about_ca_system_score_codex":0.0035296197,"about_ca_system_score_gemma":0.00289481,"threshold_uncertainty_score":0.99971765},"labels":[],"label_agreement":null},{"id":"W4417120758","doi":"10.1590/1980-858525038800033304","title":"Reimaging Ethics of Research with Refugees and Migrants: A Collaborative Autoethnography on the Ethics of Research","year":2025,"lang":"pt","type":"article","venue":"REMHU Revista Interdisciplinar da Mobilidade Humana","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Autoethnography; Cognitive reframing; Refugee; Silence; Information ethics; Research ethics; Ethnography; Accountability","score_opus":0.37769604635916537,"score_gpt":0.6073852548532459,"score_spread":0.22968920849408053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417120758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4635033,0.035948705,0.0014751756,0.4511223,0.0005643148,0.01025153,0.00096578203,0.00013544768,0.036033418],"genre_scores_gemma":[0.98649734,0.0044440273,0.0012272798,0.0002206601,0.00015259007,0.00035971258,0.00001262577,0.00008244123,0.0070033483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9018464,0.0854156,0.0017981401,0.0016434198,0.00756153,0.0017348751],"domain_scores_gemma":[0.90832806,0.077298746,0.00080119,0.0019894259,0.0112370625,0.00034552277],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.20420468,0.00056456355,0.0013934912,0.0025176373,0.008174671,0.00085668376,0.0025578244,0.00093641947,0.000080760765],"category_scores_gemma":[0.031639546,0.00039991236,0.00035445564,0.0130883055,0.035943545,0.00029851976,0.0031941293,0.019112732,0.000008274153],"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":[0.0011777191,0.00044303018,0.0006183473,0.004907458,0.000445125,0.000019901538,0.4039499,0.000020757565,0.00059537066,0.58154815,0.005398082,0.0008761616],"study_design_scores_gemma":[0.0008165403,0.0030749398,0.0009745857,0.022905745,0.00011789029,0.0000018239284,0.8485699,0.0002751377,0.0010083864,0.09059665,0.031187285,0.0004710552],"about_ca_topic_score_codex":0.0011169264,"about_ca_topic_score_gemma":0.0023190652,"teacher_disagreement_score":0.52299404,"about_ca_system_score_codex":0.0006486671,"about_ca_system_score_gemma":0.004818494,"threshold_uncertainty_score":0.99984527},"labels":[],"label_agreement":null},{"id":"W4417251688","doi":"10.1177/16094069251408663","title":"Front-Loaded Phenomenology in Qualitative Research: An Introduction and Practical Overview","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University","funders":"H2020 Marie Skłodowska-Curie Actions; HORIZON EUROPE Marie Sklodowska-Curie Actions; Social Sciences and Humanities Research Council of Canada","keywords":"Phenomenology (philosophy); Qualitative research; Interpretative phenomenological analysis; Conceptual framework; Qualitative analysis; Taxonomy (biology)","score_opus":0.9172862822680141,"score_gpt":0.82095137304583,"score_spread":0.09633490922218413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417251688","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04476395,0.004049147,0.54929,0.38853878,0.0022566337,0.00046154362,0.00002078979,0.000020641852,0.010598491],"genre_scores_gemma":[0.053662714,0.0024850217,0.9398109,0.0008379489,0.0011954039,0.000035055207,0.000006057277,0.00001969104,0.0019472217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8039665,0.1922752,0.0011624376,0.0004005997,0.001686419,0.0005088257],"domain_scores_gemma":[0.95539945,0.03936774,0.00048324777,0.0001586728,0.0043683043,0.00022259155],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.23361458,0.00015092624,0.0005122528,0.0014330163,0.00029190746,0.00021817881,0.00047445204,0.00020619051,0.00030691212],"category_scores_gemma":[0.097337164,0.00013523272,0.00008754874,0.0007913971,0.002924663,0.001126187,0.00016381635,0.0016821586,0.000007022981],"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":[0.00033585806,0.00016152507,0.000019937721,0.000018343699,0.00014430702,0.000018534241,0.40831795,0.0000022273282,0.0013988437,0.5589718,0.0007847744,0.02982587],"study_design_scores_gemma":[0.0004861559,0.00027119822,0.00019482644,0.000073113435,0.000009058956,0.0000057812204,0.4259493,0.000024489938,0.0002772793,0.49941787,0.07321018,0.00008076163],"about_ca_topic_score_codex":0.0010618028,"about_ca_topic_score_gemma":0.00043064353,"teacher_disagreement_score":0.39052087,"about_ca_system_score_codex":0.00073169655,"about_ca_system_score_gemma":0.0012947423,"threshold_uncertainty_score":0.9997888},"labels":[],"label_agreement":null},{"id":"W4417352626","doi":"10.1177/26323524251400806","title":"Community engagement in public health palliative care: A comparative ethnographic study of two culturally distinct compassionate communities in Canada","year":2025,"lang":"en","type":"article","venue":"Palliative Care and Social Practice","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Canadian Hospice Palliative Care Association; Stantec (Canada); Université de Montréal; Health Canada; Institut Universitaire de Gériatrie de Montréal; University of Ottawa","funders":"Canada Research Chairs; Fondation Jean-Louis Lévesque","keywords":"Ethnography; Community engagement; Public engagement; Qualitative research; Public health; Key (lock); Sustainability; Public policy","score_opus":0.5603790263493944,"score_gpt":0.5881957921649713,"score_spread":0.027816765815576905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417352626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96044433,0.0022956294,0.00019851461,0.018602313,0.0001270231,0.0014627199,0.00011604248,0.00001696551,0.016736455],"genre_scores_gemma":[0.99743843,0.0009527331,0.0006424731,0.0007312414,0.00001840337,0.00013576288,0.000054184507,0.000006620711,0.000020164633],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9398712,0.05793848,0.0006157895,0.00021454986,0.0008368503,0.00052316254],"domain_scores_gemma":[0.9826829,0.014888709,0.00046301496,0.00017392023,0.0016686054,0.00012284543],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010073369,0.00021348408,0.00068215316,0.0002329185,0.002756821,0.00011052128,0.00044002093,0.00008186353,0.000012014448],"category_scores_gemma":[0.0030825161,0.00020087833,0.000053964206,0.0013239972,0.001061431,0.00038249843,0.00029828015,0.002308947,2.7732403e-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":[0.00007750079,0.00037046702,0.12714663,0.00019202058,0.00011348913,0.0000036458744,0.83044624,0.000008155447,9.4636994e-7,0.037348613,0.00011395924,0.0041783126],"study_design_scores_gemma":[0.0011723134,0.000203972,0.20382221,0.00013167183,0.000014695232,8.026404e-9,0.7844699,0.000016339469,0.0000012390842,0.0015270197,0.008503166,0.00013746039],"about_ca_topic_score_codex":0.98859143,"about_ca_topic_score_gemma":0.99886227,"teacher_disagreement_score":0.07667558,"about_ca_system_score_codex":0.002332443,"about_ca_system_score_gemma":0.0049849693,"threshold_uncertainty_score":0.9999928},"labels":[],"label_agreement":null},{"id":"W4417358421","doi":"10.1177/14767503251405756","title":"Strengthening Reflexivity Through Trauma- and Violence-Informed Practice in Action Research","year":2025,"lang":"en","type":"article","venue":"Action Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Reflexivity; Harm; Action research; Action (physics); Focus (optics); Key (lock)","score_opus":0.748293017175715,"score_gpt":0.7516639802302316,"score_spread":0.0033709630545166736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417358421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46905133,0.0008933939,0.0016703596,0.070056476,0.00041354157,0.001411644,0.0000060463954,0.000106503074,0.4563907],"genre_scores_gemma":[0.9605272,0.026008012,0.0059651914,0.00013995619,0.00023397412,0.00019029398,0.0000040566047,0.0000139085,0.006917426],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9734641,0.021744667,0.00037578732,0.00051465875,0.0027246505,0.0011761773],"domain_scores_gemma":[0.9636722,0.033741876,0.00006526889,0.00029969038,0.002041778,0.00017919365],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.079252385,0.00010713422,0.00019533306,0.00091537443,0.0025168818,0.00041323944,0.00035893059,0.00033121876,0.00012738512],"category_scores_gemma":[0.07818465,0.00010428753,0.00003702602,0.004040252,0.0024310104,0.0017921987,0.00022518277,0.0034571486,0.00004614907],"study_design_candidate":"design_other","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":[0.0004740857,0.00018229414,0.0007411832,0.00016568431,0.00002945181,0.000010272432,0.044627905,0.0000052556966,0.0010723592,0.2979114,0.0022568142,0.6525233],"study_design_scores_gemma":[0.00050307694,0.00019111285,0.0040551084,0.00040945885,0.000003661384,0.0000011365189,0.34321082,0.00014119387,0.002237199,0.17415264,0.474959,0.0001355857],"about_ca_topic_score_codex":0.040623832,"about_ca_topic_score_gemma":0.019250402,"teacher_disagreement_score":0.6523877,"about_ca_system_score_codex":0.001044147,"about_ca_system_score_gemma":0.0020996623,"threshold_uncertainty_score":0.99884194},"labels":[],"label_agreement":null},{"id":"W4417405652","doi":"10.1163/17087384-12340127","title":"Introduction to the Special Issue","year":2025,"lang":"","type":"article","venue":"African Journal of Legal Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"","score_opus":0.13540916185013477,"score_gpt":0.5210083476414823,"score_spread":0.38559918579134755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417405652","genre_codex":"commentary","genre_gemma":"editorial","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":[0.0019950552,0.011638935,0.001578381,0.9187338,0.010732092,0.0002678431,0.0000057595284,0.0000044743297,0.05504367],"genre_scores_gemma":[0.38417238,0.048969906,0.008823805,0.0047766888,0.41984743,0.000025356667,2.5392634e-7,0.000035315996,0.13334887],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919507,0.005073122,0.00087065285,0.00024532824,0.0013133568,0.0005468591],"domain_scores_gemma":[0.9933495,0.0031806035,0.00047546954,0.00020086666,0.0025897038,0.0002038782],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0220348,0.0001942273,0.0006429549,0.0002879887,0.0019203692,0.0002782242,0.0007580224,0.00007960926,0.00044699214],"category_scores_gemma":[0.022561034,0.00011940138,0.00028429565,0.0022474912,0.0027367312,0.00036358196,0.00028190674,0.0011556859,0.00007566395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002053566,0.00006374386,0.000041140265,0.000035110865,0.0007158821,0.000013975282,0.14708513,0.00003228636,0.000028020122,0.104921214,0.6549148,0.091943346],"study_design_scores_gemma":[0.0001286527,0.00042940324,0.00019534132,0.00009737744,0.00008584509,0.000002450526,0.30362567,0.0000010674939,0.00005969525,0.012299917,0.6829943,0.000080301055],"about_ca_topic_score_codex":0.00027443614,"about_ca_topic_score_gemma":0.0007371536,"teacher_disagreement_score":0.9139571,"about_ca_system_score_codex":0.00048735438,"about_ca_system_score_gemma":0.0009341976,"threshold_uncertainty_score":0.99997723},"labels":[],"label_agreement":null},{"id":"W561773736","doi":"","title":"Feminist community research : case studies and methodologies","year":2011,"lang":"en","type":"book","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Sociology; Gender studies; Participatory action research; Feminism; Negotiation; Media studies; Social science; Anthropology","score_opus":0.9561428404113468,"score_gpt":0.7512169002369916,"score_spread":0.20492594017435517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W561773736","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":[0.00008690724,0.0064329435,0.00023351076,0.0017248207,0.00015168687,0.00042609105,0.000023347093,0.0000863356,0.99083436],"genre_scores_gemma":[0.00036444873,0.014402963,0.068670265,0.00012844373,0.00022631488,0.000043385735,0.0000026796438,0.000024453948,0.91613704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.90816593,0.08956721,0.00030639596,0.0003112141,0.0009712762,0.0006779969],"domain_scores_gemma":[0.8913722,0.10663958,0.00009696902,0.0004565975,0.0011914712,0.0002431855],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.20460042,0.00020961057,0.00060083135,0.00028761674,0.006624047,0.00015944235,0.00056614,0.0006540749,0.00025566903],"category_scores_gemma":[0.070768744,0.00016187476,0.00008724112,0.00021348488,0.019965893,0.0000853953,0.0011311708,0.0057554464,0.000047632933],"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":[0.000013178949,0.000010512803,0.0000042768065,0.00030630268,0.000115882576,0.0003068736,0.26927358,3.346938e-9,8.8608624e-7,0.6583289,0.05272932,0.018910296],"study_design_scores_gemma":[0.00002998083,0.000093090035,0.0000012912911,0.00006882521,0.000009469299,0.000018091196,0.26682174,5.203831e-8,0.0000039340807,0.4461454,0.28671032,0.00009781154],"about_ca_topic_score_codex":0.017655512,"about_ca_topic_score_gemma":0.026607541,"teacher_disagreement_score":0.233981,"about_ca_system_score_codex":0.00034615278,"about_ca_system_score_gemma":0.0016148586,"threshold_uncertainty_score":0.99653834},"labels":[],"label_agreement":null},{"id":"W570269868","doi":"","title":"Ethical Futures in Qualitative Research: Decolonizing the Politics of Knowledge","year":2018,"lang":"en","type":"book","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":161,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Context (archaeology); Qualitative research; Participatory action research; Conversation; Indigenous; Media studies; Political science; Social science; Anthropology; Geography; Archaeology","score_opus":0.6737400666845775,"score_gpt":0.7054608569359047,"score_spread":0.031720790251327124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W570269868","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":[0.00021544153,0.0018892753,0.00027925835,0.026711054,0.00026257164,0.0006459328,0.00003548138,0.000022368089,0.96993864],"genre_scores_gemma":[0.0020069631,0.0012782641,0.005123632,0.00036422015,0.0016153769,0.000047415644,0.000008476191,0.0000386938,0.989517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.92674124,0.068286,0.00074305665,0.00047543386,0.0025764345,0.0011778423],"domain_scores_gemma":[0.90194696,0.09427281,0.00018309813,0.00042117838,0.002931309,0.0002446207],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.16016598,0.00019998306,0.0005347325,0.0004989713,0.001517468,0.00009405728,0.0011574705,0.0017845401,0.0006606609],"category_scores_gemma":[0.057366636,0.00013430993,0.00017941975,0.0007346328,0.017257083,0.000070843664,0.0004047444,0.0062747435,0.00013746573],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007767368,0.000021559375,0.0000019084264,0.00008171362,0.000019806012,0.0000016172974,0.36715123,3.190931e-8,0.0000015448893,0.5359478,0.09592891,0.00083612313],"study_design_scores_gemma":[0.000058442143,0.00008430824,0.000013363415,0.00018196138,0.0000034951634,6.946408e-8,0.18028055,0.0000026162506,0.0000101065625,0.45736113,0.3619187,0.00008528277],"about_ca_topic_score_codex":0.005423675,"about_ca_topic_score_gemma":0.07620114,"teacher_disagreement_score":0.26598978,"about_ca_system_score_codex":0.00084903144,"about_ca_system_score_gemma":0.009558365,"threshold_uncertainty_score":0.99978244},"labels":[],"label_agreement":null},{"id":"W573730680","doi":"10.3138/cjpe.0014.001","title":"Editor’s Introduction to the Issue","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; Environmental ethics; Philosophy","score_opus":0.2589604495269632,"score_gpt":0.5718811616512326,"score_spread":0.3129207121242694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W573730680","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":[0.03460146,0.0010270005,0.0013019195,0.93168104,0.010994016,0.0022823988,0.000006067002,0.00001773664,0.01808835],"genre_scores_gemma":[0.52337575,0.00057226204,0.064417794,0.0039852075,0.3901819,0.0003926184,0.000019987727,0.00005574937,0.01699873],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99597836,0.0026352387,0.00019704724,0.00007725416,0.0008561082,0.00025600602],"domain_scores_gemma":[0.99791783,0.00016872867,0.00007119231,0.00009322287,0.001266001,0.00048301904],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.026229821,0.00004280328,0.00007263349,0.000121348254,0.0006090635,0.00019013832,0.00021670261,0.000058262223,0.0048202276],"category_scores_gemma":[0.005364032,0.00003110134,0.000046081106,0.00046347216,0.0002595529,0.00020503587,0.0000019875588,0.0002599533,0.0001401291],"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":[0.000005208558,0.000006024127,0.000041159066,0.0000012714155,0.000007377338,6.586925e-7,0.016855728,0.00015665912,0.0000035779035,0.0011987486,0.20237587,0.7793477],"study_design_scores_gemma":[0.00007457406,0.00016111143,0.0006627068,0.000008897352,0.000014654445,0.0000015811086,0.0050325957,0.000117971686,0.000008500333,0.0053594965,0.9885191,0.000038835125],"about_ca_topic_score_codex":0.012323761,"about_ca_topic_score_gemma":0.11611453,"teacher_disagreement_score":0.9276959,"about_ca_system_score_codex":0.0003832735,"about_ca_system_score_gemma":0.0033914356,"threshold_uncertainty_score":0.9960895},"labels":[],"label_agreement":null},{"id":"W595200489","doi":"","title":"Mapping the paradoxes of multiethnicity : stories of multiethnic women in Toronto, Canada","year":2000,"lang":"en","type":"dissertation","venue":"UCL Discovery (University College London)","topic":"Qualitative Research Methods and Ethics","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":"Gender studies; CONTEST; Identity (music); Negotiation; Sociology; Context (archaeology); Intersectionality; Race (biology); Ethnic group; Geography; Political science; Social science; Anthropology","score_opus":0.05145192292043148,"score_gpt":0.35600327350945143,"score_spread":0.30455135058901994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W595200489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97110194,0.0013555494,0.000036733993,0.0005132918,0.00043180448,0.00065300404,0.0011095278,0.00001173776,0.02478641],"genre_scores_gemma":[0.9127108,0.0031747816,0.0002508707,0.000023211333,0.00004755615,0.000005545965,0.000069733025,0.000017216667,0.0837003],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99496025,0.0026148513,0.00036426613,0.0003367811,0.0011113216,0.000612555],"domain_scores_gemma":[0.9967182,0.0021096822,0.0004095704,0.00031555304,0.00030375243,0.000143211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003074453,0.00022499815,0.00066192966,0.00016397508,0.0005553434,0.000018157363,0.00083631,0.00032602818,0.00041459725],"category_scores_gemma":[0.00080043817,0.00021618236,0.00017563297,0.00091878744,0.00078840496,0.00069850666,0.00007248327,0.00057918835,8.785062e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002601177,0.0003187165,0.0025710848,0.0010719156,0.00037955804,0.00008046627,0.91637206,0.00011444146,0.00028789006,0.06550034,0.00293606,0.0077662594],"study_design_scores_gemma":[0.0005378201,0.000056224777,0.03943095,0.00023633403,0.000018630646,1.00717926e-7,0.9428897,0.000049405382,0.00004846768,0.0009674244,0.015509178,0.00025577014],"about_ca_topic_score_codex":0.9729378,"about_ca_topic_score_gemma":0.9979276,"teacher_disagreement_score":0.06453291,"about_ca_system_score_codex":0.0034085042,"about_ca_system_score_gemma":0.006126173,"threshold_uncertainty_score":0.99950814},"labels":[],"label_agreement":null},{"id":"W617016257","doi":"","title":"Stacked Against Us: HIV / AIDS Statistics and Women","year":2001,"lang":"en","type":"article","venue":"Canadian women's studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Subordination (linguistics); Categorization; Politics; Socioeconomic status; Patriarchy; Human immunodeficiency virus (HIV); Sociology; Social class; Gender studies; Social psychology; Psychology; Demography; Population; Medicine; Political science; Law; Family medicine; Epistemology; Computer science","score_opus":0.12630217254713808,"score_gpt":0.4524214686282185,"score_spread":0.3261192960810805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W617016257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752773,0.0006067795,0.00019963189,0.0031184277,0.00018432796,0.00023013804,0.00024685694,0.00003547213,0.020101044],"genre_scores_gemma":[0.9238806,0.017800752,0.012765185,0.0063887755,0.00058162434,0.00033571254,0.000016862276,0.000054458607,0.038176034],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996971,0.0009624191,0.00019068396,0.00025926522,0.00040531126,0.0012113351],"domain_scores_gemma":[0.99707484,0.0012498229,0.000048638503,0.00013699579,0.00037357694,0.001116125],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004308399,0.000142437,0.00029818888,0.00019869179,0.001380245,0.00011853444,0.00017057298,0.00008233407,0.00022210568],"category_scores_gemma":[0.004460256,0.00013597547,0.00001859295,0.00043642925,0.0020924117,0.00014461325,0.000056525278,0.000247213,0.00004334329],"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":[0.00001943059,0.000017514465,0.011268743,0.000081229155,0.00025810875,0.0001490978,0.68371564,0.0000021524565,0.000012554865,0.28408343,0.004686042,0.015706057],"study_design_scores_gemma":[0.00018287325,0.000085010695,0.00056025025,0.000016269109,0.0000032899475,2.9818221e-7,0.6396009,0.000005126962,7.186504e-7,0.083395645,0.27598414,0.00016549841],"about_ca_topic_score_codex":0.0033556542,"about_ca_topic_score_gemma":0.09427026,"teacher_disagreement_score":0.27129808,"about_ca_system_score_codex":0.0017174865,"about_ca_system_score_gemma":0.0011327472,"threshold_uncertainty_score":0.99991983},"labels":[],"label_agreement":null},{"id":"W617944352","doi":"","title":"Prologue : Research Matters","year":2013,"lang":"fr","type":"article","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Prologue; History","score_opus":0.6520817186282745,"score_gpt":0.6569889339124958,"score_spread":0.0049072152842213335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W617944352","genre_codex":"commentary","genre_gemma":"other","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":[0.0072023696,0.0017075167,0.0014771321,0.70993984,0.0005424617,0.0005985285,0.0000034577859,0.00003051227,0.27849817],"genre_scores_gemma":[0.033128925,0.0026453051,0.04303459,0.0077343644,0.0009828254,0.00023837926,0.0000022553331,0.000027486427,0.9122059],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9800725,0.016662365,0.00023272971,0.0003263549,0.0013869557,0.0013190713],"domain_scores_gemma":[0.99217254,0.0060236524,0.000032423417,0.00023727248,0.0010694772,0.00046460598],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.030281806,0.00010644821,0.0001704735,0.0001379285,0.00091582554,0.00028909353,0.0004734521,0.00031161652,0.036975168],"category_scores_gemma":[0.0026796514,0.000089889094,0.000078208,0.0011302553,0.008013375,0.0005654037,0.00018564695,0.0012949173,0.023818025],"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":[0.0000020513635,0.00005462407,0.00012727105,0.000053372452,0.000014440048,0.000002544821,0.018082263,3.737592e-7,0.00013026723,0.5411904,0.34354916,0.09679323],"study_design_scores_gemma":[0.000059140777,0.00010164323,0.000515371,0.000031983967,0.000001579409,4.0243862e-7,0.03107319,0.00012115583,0.000078847515,0.34332517,0.62460333,0.00008817835],"about_ca_topic_score_codex":0.07121515,"about_ca_topic_score_gemma":0.0013730753,"teacher_disagreement_score":0.7022055,"about_ca_system_score_codex":0.00020463424,"about_ca_system_score_gemma":0.0004810178,"threshold_uncertainty_score":0.99852896},"labels":[],"label_agreement":null},{"id":"W628053101","doi":"","title":"Approaches to qualitative research : a reader on theory and practice","year":2004,"lang":"en","type":"book","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":641,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Qualitative research; Gender studies; Human sexuality; Miller; Context (archaeology); Ethnography; Psychoanalysis; Psychology; Social science; Anthropology; History","score_opus":0.91433443590498,"score_gpt":0.7221862235894486,"score_spread":0.19214821231553136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W628053101","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":[0.0000030123408,0.00049532385,0.006346056,0.091747165,0.000058853348,0.0010494383,0.000022417787,0.000047140038,0.9002306],"genre_scores_gemma":[0.000088540546,0.0005678133,0.034546297,0.0015052737,0.00045661096,0.00011305727,0.000008476099,0.000043542874,0.9626704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9123038,0.082347445,0.0003352856,0.00083641417,0.0032577324,0.00091930677],"domain_scores_gemma":[0.8648606,0.13341245,0.00009294174,0.0003200912,0.0008116724,0.0005022462],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.22578122,0.00023413943,0.00038685888,0.00047810783,0.0011506688,0.0002977457,0.0004392229,0.00065007684,0.00034369185],"category_scores_gemma":[0.12737422,0.00018934654,0.00007933563,0.0004326192,0.0047227335,0.00024365996,0.00022560685,0.0024891484,0.00034959294],"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":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002151163,0.000036879585,1.9331674e-8,0.00005212358,0.000044149005,0.000006914535,0.41253945,6.271533e-7,5.330714e-7,0.56729484,0.01412743,0.005681934],"study_design_scores_gemma":[0.00005307913,0.00018931553,4.1485328e-7,0.00012188111,0.000005406725,3.2944357e-7,0.23514467,9.43173e-8,0.0000018911043,0.4042782,0.3600943,0.00011041751],"about_ca_topic_score_codex":0.0015151125,"about_ca_topic_score_gemma":0.00086719607,"teacher_disagreement_score":0.34596688,"about_ca_system_score_codex":0.0015021884,"about_ca_system_score_gemma":0.0080511365,"threshold_uncertainty_score":0.9998121},"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":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W659362618","doi":"","title":"The Montreal Massacre: A Story of Membership Categorization Analysis","year":2003,"lang":"en","type":"article","venue":"Medical Entomology and Zoology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnomethodology; Categorization; Expression (computer science); Typology; Sociology; History; Psychology; Criminology; Media studies; Epistemology; Social science; Anthropology","score_opus":0.06758267929797938,"score_gpt":0.45071780791378874,"score_spread":0.38313512861580934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W659362618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4634183,0.009643137,0.15642664,0.13312854,0.0015894598,0.00057967164,0.000008003905,0.00008439719,0.23512185],"genre_scores_gemma":[0.995595,0.001623159,0.00037513307,0.00022485513,0.00003167459,0.000010828398,0.0000026844673,0.000002511368,0.0021341783],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98656005,0.012452983,0.00017015744,0.00014557526,0.00038043255,0.00029081173],"domain_scores_gemma":[0.9924629,0.0070789135,0.00007056618,0.00009647967,0.000113730355,0.00017744041],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.018378777,0.000051333976,0.00020001113,0.000088455636,0.0005381411,0.000006853001,0.00014889441,0.00031538712,0.00065615575],"category_scores_gemma":[0.016965654,0.00003434937,0.000054711727,0.00044214888,0.0039073285,0.000026915484,0.000023439981,0.00042165772,0.0000034487387],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020949825,0.000024773377,0.018742733,0.0000055133382,0.00017076207,0.000010082837,0.009769575,9.904137e-7,0.0000054845545,0.9599791,0.00009097046,0.011179037],"study_design_scores_gemma":[0.0006705883,0.00024516383,0.031655364,0.0000051604343,0.00026447672,0.000009435845,0.022622311,0.00034122,0.000062203195,0.91776913,0.02620309,0.00015187515],"about_ca_topic_score_codex":0.0044159493,"about_ca_topic_score_gemma":0.021930845,"teacher_disagreement_score":0.5321767,"about_ca_system_score_codex":0.000021378211,"about_ca_system_score_gemma":0.00032957978,"threshold_uncertainty_score":0.99880344},"labels":[],"label_agreement":null},{"id":"W6902058859","doi":"10.6084/m9.figshare.14253890.v1","title":"Additional file 2 of “They’re not doing enough.”: women’s experiences with opioids and naloxone in Toronto","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; University of British Columbia","funders":"","keywords":"(+)-Naloxone; Opioid overdose; Qualitative research; Opioid; Opioid abuse","score_opus":0.12177232573515484,"score_gpt":0.4436250964811564,"score_spread":0.32185277074600155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902058859","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":[0.0007974912,0.00018757382,0.0000011514695,0.00023765369,0.000008502363,0.00007365972,0.962343,0.000010107104,0.036340903],"genre_scores_gemma":[0.15599246,0.00013609331,0.042413462,0.00079443573,0.00066468894,0.012753804,0.7747708,0.00004529185,0.01242896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984285,0.0005579281,0.000119492506,0.00017662809,0.0004642652,0.00025316695],"domain_scores_gemma":[0.99508196,0.0044497205,0.000056117293,0.00007470281,0.00022732369,0.00011016747],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036758935,0.00006296547,0.00013518179,0.000020949958,0.00018255568,0.000052458912,0.00010849758,0.000070340546,0.99171126],"category_scores_gemma":[0.008809467,0.00005467441,0.000020090609,0.00014963048,0.00010743564,0.00026004761,0.00006212698,0.00013019648,0.000036171292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001327991,0.000032024436,0.0000029592238,0.00008515485,0.000008434925,0.000019720785,0.29672757,2.6672478e-7,0.0000072561825,0.00065251114,0.69855213,0.0038986758],"study_design_scores_gemma":[0.0000596015,0.00004006324,0.00031496363,0.00079072197,2.5412857e-7,4.4222392e-7,0.4039294,0.0000043259106,0.000056170586,0.00008501907,0.59465766,0.00006133238],"about_ca_topic_score_codex":0.000743491,"about_ca_topic_score_gemma":0.01668438,"teacher_disagreement_score":0.9916751,"about_ca_system_score_codex":0.00016747274,"about_ca_system_score_gemma":0.00074466364,"threshold_uncertainty_score":0.99953973},"labels":[],"label_agreement":null},{"id":"W6902348342","doi":"10.6084/m9.figshare.26714179","title":"Additional file 1 of Pathways and identity: toward qualitative research careers in child and adolescent psychiatry","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Qualitative research; Child and adolescent psychiatry; Interview; Qualitative analysis; Semi-structured interview","score_opus":0.44400748494675946,"score_gpt":0.6139049074364403,"score_spread":0.16989742248968087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902348342","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022655291,0.0052832896,0.00016318567,0.054128367,0.0003426842,0.0021313005,0.5214756,0.000008345268,0.39381194],"genre_scores_gemma":[0.47606248,0.006978845,0.46520445,0.000909637,0.0019923865,0.0019798519,0.018271014,0.00016380842,0.028437532],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99535096,0.003218405,0.00018123053,0.00028209575,0.0007093712,0.0002579127],"domain_scores_gemma":[0.9936638,0.0059353258,0.000028424905,0.00007269797,0.00017285015,0.00012691903],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010619007,0.00006056586,0.00014259764,0.00018110553,0.0002595393,0.00032705566,0.00023174127,0.00008703854,0.18390869],"category_scores_gemma":[0.004973471,0.00005633606,0.000025085,0.000556465,0.0013350117,0.00045765153,0.00024156689,0.0005036811,0.00005717036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028815573,0.00006620902,0.000031184285,0.00017407378,0.000023720386,0.0000129072405,0.29034743,1.0593522e-7,0.000009827816,0.04885446,0.59967667,0.060774587],"study_design_scores_gemma":[0.00010185779,0.00007319187,0.0010730295,0.0014270585,0.0000022195811,0.0000010842475,0.36348435,0.00001906757,0.000006947127,0.067053445,0.56667316,0.000084606356],"about_ca_topic_score_codex":0.00084684894,"about_ca_topic_score_gemma":0.0044427263,"teacher_disagreement_score":0.5032046,"about_ca_system_score_codex":0.000065670094,"about_ca_system_score_gemma":0.00084041926,"threshold_uncertainty_score":0.8168373},"labels":[],"label_agreement":null},{"id":"W6903516218","doi":"10.11575/prism/46476","title":"Capturing the shadow and light of researcher positionality: A picture-prompted poly-ethnography","year":2020,"lang":"en","type":"other","venue":"University of Calgary","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Reflexivity; Conversation; Shadow (psychology); Qualitative research; Thematic analysis; Relation (database); Visual methods","score_opus":0.09816516853802812,"score_gpt":0.38546776995989057,"score_spread":0.2873026014218625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903516218","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":[0.00020236608,0.003495067,0.002035645,0.018513931,0.00004055893,0.00039058368,0.00009761014,0.000042639156,0.9751816],"genre_scores_gemma":[0.022573888,0.011184754,0.062911704,0.0009897304,0.0007784958,0.000002410217,0.00012117311,0.0003051762,0.90113264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969376,0.0018949657,0.00008789255,0.00019083294,0.00069688575,0.00019184043],"domain_scores_gemma":[0.99888325,0.0005807304,0.00012662949,0.00014670176,0.00012088863,0.000141798],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001793988,0.00009263745,0.00024077177,0.00018130706,0.0002676665,0.000013123891,0.00037557748,0.00026014989,0.0010131297],"category_scores_gemma":[0.00030937267,0.00007948615,0.00011827597,0.0003459751,0.0024551328,0.000040411935,0.00017264635,0.0005026991,0.0000030069996],"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":[0.00032826423,0.00014474205,0.001268336,0.0012402557,0.0010230786,0.0000813515,0.19240785,1.3564993e-7,0.00067249534,0.5419841,0.2390733,0.021776129],"study_design_scores_gemma":[0.00028655675,0.000068586756,0.001633653,0.00029012645,0.00005144034,2.8193662e-7,0.023285342,0.000011152456,0.000039814975,0.0103502795,0.96383345,0.00014932686],"about_ca_topic_score_codex":0.030119268,"about_ca_topic_score_gemma":0.0042079403,"teacher_disagreement_score":0.7247601,"about_ca_system_score_codex":0.00002788467,"about_ca_system_score_gemma":0.00028660003,"threshold_uncertainty_score":0.9999001},"labels":[],"label_agreement":null},{"id":"W6904173993","doi":"10.13140/rg.2.2.33489.34408","title":"Identifying Structural Barriers to Improve Settlement Outcomes for Vulnerable Groups of Immigrant Women Knowledge Synthesis Report A Research and Knowledge Mobilization Project on the Settlement Outcomes-Services Nexus City of Toronto Newcomer Office Human Endeavour Ontario Council of Agencies Serving Immigrants Ryerson Centre for Immigration and Settlement","year":2018,"lang":"en","type":"article","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Nexus (standard); Settlement (finance); Immigration; Knowledge production; Traditional knowledge; Ethnic group","score_opus":0.2597197948244642,"score_gpt":0.4878962787898757,"score_spread":0.22817648396541146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904173993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913221,0.00015571478,0.0010136368,0.0012230611,0.00020985755,0.004394254,0.00088445476,0.000019059124,0.0007778458],"genre_scores_gemma":[0.99284846,0.000042357606,0.003611684,0.000057208345,0.0000704979,0.0004421096,0.00004321215,0.000027119648,0.0028573712],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942184,0.0016979963,0.0010879664,0.0006646985,0.0015114977,0.0008194438],"domain_scores_gemma":[0.99107975,0.004265981,0.00053818343,0.00046149708,0.003394828,0.0002597609],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.031057259,0.0003082551,0.00070651877,0.00017032812,0.0017241952,0.00014309437,0.00043261333,0.00014624813,0.0002752427],"category_scores_gemma":[0.0036567738,0.00021377362,0.00015365756,0.00032782246,0.0006850614,0.00040438544,0.00027793043,0.00021347437,4.1046385e-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":[0.00048807918,0.00018263275,0.056366913,0.0017061691,0.00044755163,4.822457e-7,0.91417664,0.0000023109062,0.012185809,0.01195051,0.0005906224,0.0019022988],"study_design_scores_gemma":[0.0011740186,0.0015162375,0.04474416,0.00036775638,0.000097678654,3.9522334e-7,0.9265591,0.00045819042,0.016491396,0.00457422,0.003639421,0.00037743364],"about_ca_topic_score_codex":0.31621698,"about_ca_topic_score_gemma":0.86354107,"teacher_disagreement_score":0.54732406,"about_ca_system_score_codex":0.0025650638,"about_ca_system_score_gemma":0.0020514985,"threshold_uncertainty_score":0.99957544},"labels":[],"label_agreement":null},{"id":"W6912895232","doi":"10.5663/aps.v3i1&amp;2.21716","title":"Vol 3 Issue 1&amp;2 Editor's Introduction","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"","score_opus":0.5339849250713024,"score_gpt":0.7100359819642114,"score_spread":0.176051056892909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912895232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36844853,0.032891776,0.10108272,0.13703695,0.10466523,0.004677322,0.00015646036,0.0005874269,0.25045362],"genre_scores_gemma":[0.5636914,0.07029202,0.030402005,0.003036246,0.2841913,0.00028055016,0.00006397658,0.00031613413,0.047726408],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906309,0.0057365857,0.0006824944,0.00047731178,0.0018509618,0.0006217004],"domain_scores_gemma":[0.9944145,0.0024855467,0.00060021057,0.0004692921,0.0015367481,0.00049369753],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.025694795,0.0002226788,0.00060801016,0.000574207,0.0010777212,0.0017752863,0.0026368706,0.0002236429,0.02496101],"category_scores_gemma":[0.020432059,0.0002012785,0.00017790207,0.0013163955,0.0008887131,0.0027529318,0.0005621764,0.00087168155,0.00017123134],"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":[0.00009187441,0.00015902957,0.014253232,0.00007802778,0.0000934269,0.0000023311256,0.004877081,0.000037820188,0.012049468,0.007881671,0.9020219,0.05845414],"study_design_scores_gemma":[0.00017673374,0.000010654303,0.01417679,0.000088451416,0.000020642201,7.2694866e-7,0.00096995855,0.000018407618,0.001804804,0.072873086,0.9096083,0.00025145826],"about_ca_topic_score_codex":0.0075825546,"about_ca_topic_score_gemma":0.0009237863,"teacher_disagreement_score":0.2027272,"about_ca_system_score_codex":0.00018683662,"about_ca_system_score_gemma":0.00037692126,"threshold_uncertainty_score":0.99926096},"labels":[],"label_agreement":null},{"id":"W6920964999","doi":"10.6084/m9.figshare.26714179.v1","title":"Additional file 1 of Pathways and identity: toward qualitative research careers in child and adolescent psychiatry","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Qualitative research; Child and adolescent psychiatry; Interview; Qualitative analysis; Semi-structured interview","score_opus":0.44177062029565856,"score_gpt":0.5825383075959237,"score_spread":0.14076768730026518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920964999","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":[0.000047591802,0.0018943433,0.0000014826278,0.0035939845,0.000025657471,0.0001875367,0.9804575,0.000017176599,0.013774721],"genre_scores_gemma":[0.04087157,0.0008428332,0.009282143,0.00060104445,0.0010197064,0.002143685,0.9430228,0.000067496956,0.0021487032],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962598,0.0022777794,0.00015347406,0.00024004486,0.00079418917,0.00027471234],"domain_scores_gemma":[0.9907955,0.008713711,0.000027317523,0.00006603981,0.000268171,0.00012926027],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025082906,0.000065115506,0.000120369084,0.00021079552,0.00022842447,0.00013758632,0.00013259272,0.000106953696,0.78985614],"category_scores_gemma":[0.022986108,0.000062314684,0.00003567312,0.00059999555,0.00030430037,0.00029736754,0.00013074958,0.0005957981,0.00014259532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004523573,0.000016731525,0.0000024329365,0.00068432494,0.000007824284,0.000006421251,0.054591414,5.4052432e-8,7.042168e-7,0.013591262,0.92854744,0.0025468452],"study_design_scores_gemma":[0.00006342763,0.000052916195,0.0016811779,0.010756241,0.0000010527641,0.0000010799286,0.13657755,0.000028428,0.0000020319662,0.048869383,0.8018719,0.00009481043],"about_ca_topic_score_codex":0.00015985042,"about_ca_topic_score_gemma":0.0010549194,"teacher_disagreement_score":0.78971356,"about_ca_system_score_codex":0.000069084905,"about_ca_system_score_gemma":0.00064269407,"threshold_uncertainty_score":0.9852437},"labels":[],"label_agreement":null},{"id":"W6922568967","doi":"10.13136/isr.v14i2.659","title":"On the ‘Female Gaze’ in the Interview Setting: Methodological Insights From Fieldwork With Women","year":2023,"lang":"en","type":"article","venue":"Università degli Studi di Verona","topic":"Qualitative Research Methods and Ethics","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":"Reflexivity; Gaze; Embodied cognition; Gesture; Salient; Competence (human resources); Social constructivism; Male gaze; Ethnomethodology","score_opus":0.4454481696355657,"score_gpt":0.48905530200078956,"score_spread":0.043607132365223844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6922568967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9229723,0.00020864033,0.0011563622,0.032682963,0.00010480738,0.0004180776,0.000009123621,0.000059520953,0.04238819],"genre_scores_gemma":[0.9956263,0.0004817987,0.00083038624,0.0014752179,0.00009462396,0.000022374854,0.00000382264,0.0000075065486,0.001458004],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9877127,0.010829246,0.00011835546,0.00026667528,0.0006584394,0.00041459888],"domain_scores_gemma":[0.9778344,0.021725146,0.000056476656,0.00023785172,0.000072192954,0.00007393306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008176317,0.000115551666,0.0001989674,0.00008231772,0.0008689372,0.0000619952,0.0006952215,0.000100316116,0.00026471444],"category_scores_gemma":[0.0021964007,0.000058771064,0.00005856756,0.0010345214,0.00070680864,0.00009729634,0.00018880605,0.00060413266,0.000086377724],"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":[0.00012795691,0.0000928682,0.0024053135,0.000013365114,0.00011417903,0.00013535567,0.55565727,0.0000419886,0.000012640084,0.42487127,0.005084095,0.011443686],"study_design_scores_gemma":[0.00040385095,0.00029223133,0.034849152,0.000121582925,0.000014786547,1.5645091e-7,0.79930156,0.000033772503,0.000013970054,0.08003613,0.08475983,0.00017297642],"about_ca_topic_score_codex":0.000667975,"about_ca_topic_score_gemma":0.0012274471,"teacher_disagreement_score":0.34483513,"about_ca_system_score_codex":0.00016943943,"about_ca_system_score_gemma":0.00011264341,"threshold_uncertainty_score":0.668325},"labels":[],"label_agreement":null},{"id":"W6945278208","doi":"10.25384/sage.21201484","title":"Supplemental Material - A Virtual, Multi-Session Workshop Model for Integrating Patient and Public Perspectives in Research Analysis and Interpretation","year":2022,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Agriculture and Agri-Food Canada; St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Interpretation (philosophy); Qualitative research; Qualitative analysis; Research methodology; Public health","score_opus":0.5804361006691825,"score_gpt":0.619253818216635,"score_spread":0.03881771754745256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945278208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5292206,0.003627667,0.44777128,0.013970115,0.00010229167,0.0009027262,0.0043317117,0.0000150087,0.000058637852],"genre_scores_gemma":[0.967699,0.0023761583,0.02952766,0.000034585697,0.00004380978,0.000081017984,0.00016945835,0.000008159453,0.000060183225],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9922083,0.0059050843,0.00031767852,0.0003694779,0.00081227964,0.00038716602],"domain_scores_gemma":[0.997326,0.0020074723,0.00011758323,0.00019789451,0.00020544427,0.00014560806],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.027016344,0.00007596961,0.00019034992,0.0006339831,0.0015670608,0.0005930845,0.00038185378,0.00004718442,0.000686114],"category_scores_gemma":[0.0071525495,0.00006717869,0.000033423312,0.0009233455,0.00040605408,0.00088238425,0.0010571218,0.0006461068,1.278159e-7],"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":[0.00028740053,0.00030080893,0.0042403652,0.000021749092,0.00018406662,0.0000069094963,0.62150437,0.00017089816,0.0025136205,0.0025736494,0.0005017891,0.36769438],"study_design_scores_gemma":[0.00028641007,0.000087788554,0.0003182214,0.00006200914,0.000015659478,5.3050786e-7,0.62972623,0.36567244,0.0000083431705,0.0034935966,0.00025861865,0.00007017825],"about_ca_topic_score_codex":0.0018136598,"about_ca_topic_score_gemma":0.0130222645,"teacher_disagreement_score":0.4384784,"about_ca_system_score_codex":0.00024748594,"about_ca_system_score_gemma":0.00025727277,"threshold_uncertainty_score":0.9997328},"labels":[],"label_agreement":null},{"id":"W6958087917","doi":"10.6084/m9.figshare.14253890","title":"Additional file 2 of “They’re not doing enough.”: women’s experiences with opioids and naloxone in Toronto","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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; University of British Columbia","funders":"","keywords":"(+)-Naloxone; Opioid overdose; Qualitative research; Opioid; Opioid abuse","score_opus":0.12177232573515484,"score_gpt":0.4436250964811564,"score_spread":0.32185277074600155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958087917","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":[0.0007974912,0.00018757382,0.0000011514695,0.00023765369,0.000008502363,0.00007365972,0.962343,0.000010107104,0.036340903],"genre_scores_gemma":[0.15599246,0.00013609331,0.042413462,0.00079443573,0.00066468894,0.012753804,0.7747708,0.00004529185,0.01242896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984285,0.0005579281,0.000119492506,0.00017662809,0.0004642652,0.00025316695],"domain_scores_gemma":[0.99508196,0.0044497205,0.000056117293,0.00007470281,0.00022732369,0.00011016747],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036758935,0.00006296547,0.00013518179,0.000020949958,0.00018255568,0.000052458912,0.00010849758,0.000070340546,0.99171126],"category_scores_gemma":[0.008809467,0.00005467441,0.000020090609,0.00014963048,0.00010743564,0.00026004761,0.00006212698,0.00013019648,0.000036171292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001327991,0.000032024436,0.0000029592238,0.00008515485,0.000008434925,0.000019720785,0.29672757,2.6672478e-7,0.0000072561825,0.00065251114,0.69855213,0.0038986758],"study_design_scores_gemma":[0.0000596015,0.00004006324,0.00031496363,0.00079072197,2.5412857e-7,4.4222392e-7,0.4039294,0.0000043259106,0.000056170586,0.00008501907,0.59465766,0.00006133238],"about_ca_topic_score_codex":0.000743491,"about_ca_topic_score_gemma":0.01668438,"teacher_disagreement_score":0.9916751,"about_ca_system_score_codex":0.00016747274,"about_ca_system_score_gemma":0.00074466364,"threshold_uncertainty_score":0.99953973},"labels":[],"label_agreement":null},{"id":"W6982070872","doi":"","title":"Going ahead with Mokka","year":2008,"lang":"en","type":"other","venue":"International Linear Collider","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Polytechnique Montréal","funders":"","keywords":"Key (lock)","score_opus":0.14867495454955432,"score_gpt":0.5028583220355181,"score_spread":0.35418336748596374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982070872","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":[0.000019606487,0.0002851926,0.004776404,0.0053841947,0.00052207033,0.00023126455,0.000106246756,0.00011879556,0.9885562],"genre_scores_gemma":[0.00013813478,0.0014684174,0.05044554,0.00031429087,0.0016379821,0.000025200226,0.000030485495,0.00015994284,0.94578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997542,0.00051799905,0.00015862682,0.00026362317,0.0012508846,0.00026682805],"domain_scores_gemma":[0.9987637,0.0005802654,0.00013561262,0.00013844861,0.00025513116,0.0001268551],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010581643,0.00014393865,0.00019231474,0.00021356408,0.00018957806,0.00006861895,0.0003908543,0.0002561468,0.005141551],"category_scores_gemma":[0.0010180261,0.000120333396,0.00007216492,0.00020068495,0.00070743565,0.00006992552,0.000049620434,0.00040598802,0.00048764143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003984605,0.000064074884,0.0007360921,0.000024667446,0.00026960467,0.00010430359,0.0036092303,0.000013086291,0.000003960841,0.08993129,0.90323454,0.001969322],"study_design_scores_gemma":[0.0001812447,0.00002524443,0.00003120387,0.00016798815,0.0000052783475,0.000002619699,0.00035853192,0.0000765613,0.0000049235205,0.00070334296,0.99828035,0.00016269292],"about_ca_topic_score_codex":0.0033376606,"about_ca_topic_score_gemma":0.0036840911,"teacher_disagreement_score":0.09504584,"about_ca_system_score_codex":0.00015350696,"about_ca_system_score_gemma":0.0006329656,"threshold_uncertainty_score":0.9957679},"labels":[],"label_agreement":null},{"id":"W6988018323","doi":"","title":"Walking the Tightrope: Ethical Issues for Qualitative Researchers","year":2002,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Ethnography; Qualitative research; Deviance (statistics); Ethical issues; Participant observation; Focus group; Participatory action research; Social issues; Action (physics)","score_opus":0.34983686361759814,"score_gpt":0.5002842919592206,"score_spread":0.1504474283416225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988018323","genre_codex":"other","genre_gemma":"review","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":[0.002880828,0.000036217938,0.010641814,0.10654221,0.00018251814,0.0017139423,0.000054399283,0.00019073533,0.8777573],"genre_scores_gemma":[0.264754,0.6457798,0.07092482,0.0027944283,0.0017566936,0.00009209435,0.00002636787,0.00014896448,0.0137228435],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98571837,0.011900527,0.00017918886,0.0004122484,0.0009834329,0.00080620626],"domain_scores_gemma":[0.98949265,0.009221831,0.000098741126,0.00030119228,0.00069091184,0.00019466582],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.013548896,0.00016445326,0.00023868626,0.0025882549,0.0020525912,0.00018432217,0.00087565475,0.00035565966,0.00025348828],"category_scores_gemma":[0.0094118165,0.00012942066,0.00019664432,0.0065086363,0.0022133666,0.00037449348,0.00018170354,0.0013106322,0.00005432829],"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":[0.00007446937,0.000056861165,0.0000082685365,0.000033661076,0.00006454341,0.000014907131,0.58510804,7.484967e-7,0.000006370725,0.38205338,0.0043421662,0.028236575],"study_design_scores_gemma":[0.00036695434,0.00013787074,0.000004635615,0.000030736708,0.00001734604,2.5446815e-7,0.18704164,0.00015813738,0.000040407787,0.00065488036,0.811389,0.00015812009],"about_ca_topic_score_codex":0.093641564,"about_ca_topic_score_gemma":0.02991924,"teacher_disagreement_score":0.8640345,"about_ca_system_score_codex":0.00038646857,"about_ca_system_score_gemma":0.00051740935,"threshold_uncertainty_score":0.9992466},"labels":[],"label_agreement":null},{"id":"W6997567035","doi":"","title":"“You shouldn’t have to get that approved”: Journalists as research participants and feminist research methods interventions","year":2023,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Psychological intervention; Qualitative research; Intervention (counseling); Internet research; Internet research","score_opus":0.6027635319560667,"score_gpt":0.615795423108836,"score_spread":0.01303189115276926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997567035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60307777,0.0016992956,0.0028409455,0.14027654,0.00045741798,0.0030720374,0.0028361985,0.00096862717,0.2447712],"genre_scores_gemma":[0.92212176,0.001005695,0.021694293,0.00084966345,0.00071393827,0.00046207738,0.00016262238,0.00020203751,0.052787904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97291327,0.019117426,0.000758508,0.0010009344,0.0034578152,0.0027520603],"domain_scores_gemma":[0.9847341,0.01187108,0.000108209635,0.00052712485,0.00055951596,0.0021999353],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07213271,0.000284108,0.00046055697,0.0013458803,0.0030299975,0.006961414,0.0013886762,0.00039125534,0.00074320927],"category_scores_gemma":[0.049273927,0.00025960154,0.00028134347,0.0037399966,0.0029663872,0.002864368,0.0018637443,0.0032471535,0.0035129813],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083492737,0.0009626992,0.1261145,0.0009803723,0.00037179145,0.00051984214,0.055937346,0.000007018414,0.00186773,0.43348384,0.12042486,0.25849506],"study_design_scores_gemma":[0.00026126322,0.00028835985,0.0029062254,0.00040336474,0.000008075063,0.0000035677765,0.03292524,0.000036365083,0.0011041918,0.25524995,0.7064869,0.00032653112],"about_ca_topic_score_codex":0.0003377392,"about_ca_topic_score_gemma":0.00019656193,"teacher_disagreement_score":0.586062,"about_ca_system_score_codex":0.0001932135,"about_ca_system_score_gemma":0.0009111638,"threshold_uncertainty_score":0.99998564},"labels":[],"label_agreement":null},{"id":"W7011326181","doi":"","title":"Mannik, Lynda y Karen Mcgarry: &lt;em&gt;Practicing Ethnopgraphy. A Student Guide to Method and Methodology&lt;/em&gt; (North York, Canadá, University of Toronto Press, 2017), 264 pp.","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Work (physics); Student life","score_opus":0.5068950239071494,"score_gpt":0.6452673437360961,"score_spread":0.1383723198289467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011326181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80136174,0.091880865,0.024852976,0.0031555814,0.0017462185,0.0037845483,0.00036948186,0.00010350461,0.072745055],"genre_scores_gemma":[0.39488205,0.23622355,0.34719875,0.0016062886,0.0008759235,0.00007398352,0.000035713318,0.00026177423,0.018841939],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9803413,0.014513377,0.0009917632,0.0008989191,0.002277038,0.0009775882],"domain_scores_gemma":[0.9871499,0.008382423,0.0012979822,0.0007577973,0.0014346316,0.0009772582],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.036675274,0.00042352462,0.001482145,0.00035242297,0.0009591475,0.0008026723,0.0037144488,0.00033487703,0.0038080292],"category_scores_gemma":[0.005994046,0.00041594487,0.00029683457,0.000879371,0.00065008394,0.0025753938,0.0017767994,0.0008848705,0.000010291144],"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":[0.0019648317,0.00080085965,0.3231601,0.0007989447,0.0030619954,0.00021394683,0.20104569,0.00080008886,0.08160062,0.013330917,0.2589038,0.11431819],"study_design_scores_gemma":[0.0010640451,0.000115974144,0.44132587,0.00055114337,0.00029331085,0.0000057550637,0.03567798,0.00005690522,0.0012410372,0.0049945894,0.5138336,0.0008397905],"about_ca_topic_score_codex":0.3551466,"about_ca_topic_score_gemma":0.3061809,"teacher_disagreement_score":0.40647972,"about_ca_system_score_codex":0.00054871896,"about_ca_system_score_gemma":0.0011041538,"threshold_uncertainty_score":0.99982923},"labels":[],"label_agreement":null},{"id":"W7011425214","doi":"","title":"Memory Makes Sense: De/Reconstructing the Curricular Imaginaries of Pakhtun Female University Students Through Multimodal Memory-Work and Currere","year":2023,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Invisibility; Lived experience; Phenomenology (philosophy); Meaning (existential); Rhetoric; Ethnic group; Hermeneutics; Qualitative research; Multimodality","score_opus":0.03921742049748257,"score_gpt":0.3605590427625076,"score_spread":0.32134162226502505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011425214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96283996,0.0002047269,0.000109444394,0.02607931,0.00030063605,0.0006049599,0.00008618287,0.00017408938,0.009600682],"genre_scores_gemma":[0.6164707,0.017330632,0.025212893,0.00011887385,0.00030834271,0.0000025699421,0.00025809254,0.00014925945,0.34014866],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99456984,0.0035625955,0.0001639931,0.0004984998,0.0007080198,0.0004970742],"domain_scores_gemma":[0.9966441,0.0023794062,0.00031783307,0.0002534279,0.0002010392,0.00020422062],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013201261,0.00027720028,0.0004411417,0.00022083476,0.0016251535,0.00017482122,0.00058582553,0.0003885337,0.000085982276],"category_scores_gemma":[0.00061475765,0.00027288735,0.00015526616,0.0009353294,0.0025144322,0.0011300934,0.00038755243,0.00078018307,0.000005172774],"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":[0.00068742543,0.00018165106,0.25878945,0.0017418163,0.0008334076,0.00080436846,0.6177335,0.000024126437,0.000014783852,0.087532595,0.016829114,0.0148277655],"study_design_scores_gemma":[0.00045547987,0.000041442403,0.030013692,0.00041735303,0.00015497592,3.8420544e-7,0.9404197,0.0000035603434,0.00023892011,0.003003748,0.024842385,0.00040837293],"about_ca_topic_score_codex":0.028758114,"about_ca_topic_score_gemma":0.00090046535,"teacher_disagreement_score":0.3463693,"about_ca_system_score_codex":0.00012518269,"about_ca_system_score_gemma":0.0007190165,"threshold_uncertainty_score":0.99997234},"labels":[],"label_agreement":null},{"id":"W7022328589","doi":"","title":"Doc.Talks EDAR","year":2023,"lang":"en","type":"article","venue":"Infoscience (Ecole Polytechnique Fédérale de Lausanne)","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Event (particle physics); Table (database); Space (punctuation); Quarter (Canadian coin); Service (business); Research methodology","score_opus":0.11252918671476303,"score_gpt":0.49200922367449657,"score_spread":0.37948003695973354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7022328589","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":[0.20096052,0.00037420713,0.100978166,0.06861025,0.0020007924,0.0030795147,0.00015614842,0.0058096573,0.6180307],"genre_scores_gemma":[0.8325727,0.0030485722,0.09374238,0.004888485,0.0012600512,0.000963696,0.00001806693,0.000100643156,0.0634054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947647,0.0014892147,0.00039079858,0.00050825195,0.001262172,0.0015848511],"domain_scores_gemma":[0.99706465,0.0014649814,0.00013870288,0.00047421976,0.00028074512,0.00057671283],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.016163167,0.00020178947,0.00027156368,0.0005010885,0.0014927897,0.0003206664,0.0012411505,0.00034634423,0.0004772327],"category_scores_gemma":[0.0052286997,0.00020646382,0.00015150284,0.0034009446,0.0025965308,0.00075505424,0.00028542412,0.00070005393,0.00055599486],"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":[0.000037691614,0.00013638068,0.008502723,0.0000906144,0.000021019576,0.00014096424,0.039565425,0.00008923965,0.022315742,0.8042051,0.05958038,0.065314725],"study_design_scores_gemma":[0.00031604047,0.00029270162,0.009071975,0.00020348969,0.000011018105,0.000007641902,0.015290894,0.0015732151,0.017363988,0.19269808,0.76231384,0.0008571336],"about_ca_topic_score_codex":0.0035541076,"about_ca_topic_score_gemma":0.0010895643,"teacher_disagreement_score":0.70273346,"about_ca_system_score_codex":0.0002959254,"about_ca_system_score_gemma":0.0012856502,"threshold_uncertainty_score":0.9998071},"labels":[],"label_agreement":null},{"id":"W7028062510","doi":"","title":"Elucidating ethnographic expressions: Progressing ethnographic poetics of vulnerability","year":2019,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Queen's University","funders":"","keywords":"Ethnography; Vulnerability (computing); Poetics; Work (physics)","score_opus":0.14083611318623354,"score_gpt":0.472563975004011,"score_spread":0.33172786181777747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028062510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9297465,0.00014407247,0.00096296123,0.0057718777,0.00016029844,0.0013661698,0.00005473577,0.00015278785,0.061640594],"genre_scores_gemma":[0.98826724,0.0009285344,0.007042045,0.000018880397,0.00008848189,0.0000051587176,0.00001797449,0.000027538816,0.0036041185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98253864,0.011486325,0.0004647011,0.0007291324,0.0033444497,0.0014367534],"domain_scores_gemma":[0.9918621,0.004582804,0.00028013185,0.0007505643,0.0018668982,0.00065749016],"candidate_categories":["sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.025797164,0.00023048908,0.00048495043,0.0012168052,0.0021838897,0.00012464837,0.0011214645,0.0004733697,0.00087474246],"category_scores_gemma":[0.004666784,0.00023528101,0.00031223058,0.003432205,0.0055274474,0.00082477374,0.0006451083,0.0024515651,0.000036823916],"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":[0.0006974504,0.0017315958,0.3040098,0.0016240004,0.00047531392,0.00036669886,0.1275623,0.00007863911,0.01339791,0.513915,0.0026442048,0.03349711],"study_design_scores_gemma":[0.0026303325,0.0014488145,0.046989497,0.0022263592,0.0000611175,0.0000023783575,0.7821816,0.00022892136,0.005732203,0.037056092,0.120035045,0.001407612],"about_ca_topic_score_codex":0.008077873,"about_ca_topic_score_gemma":0.0003168652,"teacher_disagreement_score":0.65461934,"about_ca_system_score_codex":0.00016973032,"about_ca_system_score_gemma":0.0013692853,"threshold_uncertainty_score":0.9998498},"labels":[],"label_agreement":null},{"id":"W7029290938","doi":"","title":"An investigation into the drivers of mergers and acquisitions within the spirits &amp; wine industry","year":2000,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Mergers and acquisitions; Wine; Competition (biology); Context (archaeology); Consumption (sociology)","score_opus":0.022790140201903408,"score_gpt":0.29067524367262754,"score_spread":0.26788510347072414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029290938","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":[0.030773673,0.0007514532,0.000035854497,0.064687595,0.00014574165,0.00041456337,0.0003530774,0.000013718982,0.90282434],"genre_scores_gemma":[0.3183279,0.0035320346,0.007867473,0.005458208,0.0006876325,0.000032765474,0.00005218495,0.00016850187,0.6638733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966579,0.001129368,0.0001966238,0.00017755982,0.0016525902,0.00018596767],"domain_scores_gemma":[0.9986035,0.0007443025,0.0002145202,0.00019432926,0.0000011413995,0.00024218393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017684656,0.00013128272,0.00018578561,0.000029761357,0.00047532888,0.00003069356,0.0003035164,0.000109690256,0.00020852691],"category_scores_gemma":[0.000026598102,0.00008875017,0.000019433912,0.00014562423,0.0018157106,0.0001688772,0.00005564065,0.00042477608,2.3630202e-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":[0.00017556915,0.000041145377,0.01298669,0.00043090724,0.00038923623,0.000014684774,0.064671434,0.00010854473,0.003729067,0.7882792,0.11143964,0.017733885],"study_design_scores_gemma":[0.00027814906,0.00009890182,0.008540379,0.00057002995,0.00006797554,7.270662e-7,0.1321114,0.00016957344,0.0021554488,0.02918423,0.82640755,0.00041563375],"about_ca_topic_score_codex":0.10895052,"about_ca_topic_score_gemma":0.4892966,"teacher_disagreement_score":0.75909495,"about_ca_system_score_codex":0.000006248343,"about_ca_system_score_gemma":0.0027868028,"threshold_uncertainty_score":0.8969831},"labels":[],"label_agreement":null},{"id":"W7030494167","doi":"","title":"Navigating ethical terrains: perspectives on \"research ethics\" in Kakuma refugee camp","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Refugee; Ethnography; Scholarship; Research ethics; Qualitative research; Asylum seeker; Ethical issues","score_opus":0.21561462721333863,"score_gpt":0.5414661599457782,"score_spread":0.32585153273243955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030494167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7601145,0.00064736797,4.7080883e-7,0.0033485503,0.0012701228,0.0017685589,0.0004153222,0.00020111857,0.232234],"genre_scores_gemma":[0.9817588,0.0027516119,0.0022929811,0.00081994326,0.00027328954,0.0003561159,0.00027525896,0.00026914274,0.01120288],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9436569,0.043153938,0.0012967186,0.0022814563,0.0071253907,0.002485555],"domain_scores_gemma":[0.96972877,0.024981542,0.00053222297,0.0010453259,0.0029451565,0.00076700153],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.09472323,0.00082275,0.0012166767,0.0007998768,0.005920421,0.00046425147,0.0019641472,0.006568383,0.0005701974],"category_scores_gemma":[0.118847124,0.00084736664,0.00051660166,0.002390815,0.0019748416,0.0007509553,0.00030516004,0.059470452,0.0010386574],"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":[0.00030921883,0.00028675303,0.000028335488,0.00054473185,0.000099831435,0.00008238681,0.031318825,0.000009330041,0.0030531085,0.8779897,0.000007840837,0.0862699],"study_design_scores_gemma":[0.0012268564,0.00077269494,0.00079981575,0.006117458,0.00003835258,0.000002672385,0.531212,0.000024843,0.002886167,0.3412501,0.11391445,0.0017546243],"about_ca_topic_score_codex":0.013779669,"about_ca_topic_score_gemma":0.040747654,"teacher_disagreement_score":0.53673965,"about_ca_system_score_codex":0.0044014226,"about_ca_system_score_gemma":0.0015567155,"threshold_uncertainty_score":0.99973917},"labels":[],"label_agreement":null},{"id":"W7066736085","doi":"","title":"Investigating Cultures of Equality","year":2022,"lang":"en","type":"book","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Centre for Global Health Research","funders":"","keywords":"Focus (optics); Affect (linguistics); Inequality; Sociological research; Qualitative research","score_opus":0.49784180601004796,"score_gpt":0.6240462745829445,"score_spread":0.12620446857289652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066736085","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":[0.0003003927,0.0001883805,0.00019665706,0.00097074965,0.00042596774,0.0013002846,0.000027017633,0.00004100246,0.99654955],"genre_scores_gemma":[0.0016306196,0.00052333437,0.004817053,0.0004257221,0.00027766972,0.0001943353,0.00046953012,0.000067981375,0.9915938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899835,0.005703576,0.0011098136,0.00060340867,0.0021891154,0.0004105739],"domain_scores_gemma":[0.9926107,0.0037699714,0.0017991544,0.00055701786,0.0010283231,0.0002348113],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017429518,0.0003001392,0.0009532225,0.00029628022,0.0012591506,0.0010692648,0.0048133354,0.00019587751,0.028511038],"category_scores_gemma":[0.0062188455,0.00031071692,0.0002487251,0.00038593714,0.0031351252,0.0021821116,0.0026670692,0.0009762669,0.00006991782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024724282,0.000058523703,0.00053151726,0.00044451357,0.00017782842,0.0000012692594,0.011735009,0.0000062866775,0.00011548912,0.91707456,0.009409434,0.06042084],"study_design_scores_gemma":[0.00017132284,0.000033257496,0.00056450575,0.00022587847,0.00003441698,1.11212515e-7,0.0016258277,0.0000032639612,0.00018610207,0.21320342,0.7836637,0.00028821398],"about_ca_topic_score_codex":0.012769758,"about_ca_topic_score_gemma":0.002821572,"teacher_disagreement_score":0.77425426,"about_ca_system_score_codex":0.0006355495,"about_ca_system_score_gemma":0.0069994763,"threshold_uncertainty_score":0.9999677},"labels":[],"label_agreement":null},{"id":"W7067414484","doi":"","title":"From the living to the the social : seed in question","year":2016,"lang":"en","type":"article","venue":"ORBi (University of Liège)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Canadian Heritage","funders":"","keywords":"Social life; Perspective (graphical); Government (linguistics); Agency (philosophy)","score_opus":0.11591383504512248,"score_gpt":0.434692296639579,"score_spread":0.3187784615944565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067414484","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":[0.45544127,0.000029702414,0.0091201,0.53079045,0.000087450186,0.00017196382,0.000015681606,0.000012346255,0.004331066],"genre_scores_gemma":[0.9965384,0.000111706584,0.00061850046,0.00021892755,0.00019790184,3.1589914e-7,1.9820324e-7,0.000002326541,0.002311695],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99607956,0.0032652216,0.000048378733,0.000096888216,0.00034421316,0.00016573312],"domain_scores_gemma":[0.9951665,0.004543786,0.000045695033,0.00011496553,0.00009331976,0.00003573368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006725947,0.000036731435,0.000068655354,0.00002101527,0.0011003971,0.000022979271,0.0005233933,0.000057239533,0.00019634096],"category_scores_gemma":[0.000558562,0.000018023495,0.00004555869,0.00027604328,0.0007918929,0.0001275512,0.00013333853,0.00015640978,0.000047354653],"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":[0.0000328447,0.000024993222,0.019553354,0.0000028092168,0.000021326212,0.000002164938,0.7264201,0.0000011990171,0.0008266613,0.22244361,0.0047798827,0.025891067],"study_design_scores_gemma":[0.0001280393,0.000026319756,0.5478832,0.00009525553,0.000009234317,3.4456342e-8,0.3655821,0.000012597334,0.000008689928,0.032028604,0.054153457,0.0000724575],"about_ca_topic_score_codex":0.08488357,"about_ca_topic_score_gemma":0.055560965,"teacher_disagreement_score":0.54109716,"about_ca_system_score_codex":0.00008337713,"about_ca_system_score_gemma":0.00013575118,"threshold_uncertainty_score":0.9616726},"labels":[],"label_agreement":null},{"id":"W7072501162","doi":"","title":"“You shouldn’t have to get that approved”: Journalists as research participants and feminist research methods interventions","year":2023,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Psychological intervention; Qualitative research; Intervention (counseling); Internet research; Internet research","score_opus":0.6027635319560667,"score_gpt":0.615795423108836,"score_spread":0.01303189115276926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072501162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60307777,0.0016992956,0.0028409455,0.14027654,0.00045741798,0.0030720374,0.0028361985,0.00096862717,0.2447712],"genre_scores_gemma":[0.92212176,0.001005695,0.021694293,0.00084966345,0.00071393827,0.00046207738,0.00016262238,0.00020203751,0.052787904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97291327,0.019117426,0.000758508,0.0010009344,0.0034578152,0.0027520603],"domain_scores_gemma":[0.9847341,0.01187108,0.000108209635,0.00052712485,0.00055951596,0.0021999353],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07213271,0.000284108,0.00046055697,0.0013458803,0.0030299975,0.006961414,0.0013886762,0.00039125534,0.00074320927],"category_scores_gemma":[0.049273927,0.00025960154,0.00028134347,0.0037399966,0.0029663872,0.002864368,0.0018637443,0.0032471535,0.0035129813],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083492737,0.0009626992,0.1261145,0.0009803723,0.00037179145,0.00051984214,0.055937346,0.000007018414,0.00186773,0.43348384,0.12042486,0.25849506],"study_design_scores_gemma":[0.00026126322,0.00028835985,0.0029062254,0.00040336474,0.000008075063,0.0000035677765,0.03292524,0.000036365083,0.0011041918,0.25524995,0.7064869,0.00032653112],"about_ca_topic_score_codex":0.0003377392,"about_ca_topic_score_gemma":0.00019656193,"teacher_disagreement_score":0.586062,"about_ca_system_score_codex":0.0001932135,"about_ca_system_score_gemma":0.0009111638,"threshold_uncertainty_score":0.99998564},"labels":[],"label_agreement":null},{"id":"W7090850174","doi":"10.1177/10497323251377962","title":"Applying Trauma-Informed Research Guidelines to Qualitative Health Research: Techniques for Building Researcher Confidence and Skills","year":2025,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"McGill University","funders":"","keywords":"Qualitative research; Focus group; Focus (optics); Qualitative property; Qualitative analysis; Self-confidence","score_opus":0.930357003622141,"score_gpt":0.8274548739617359,"score_spread":0.10290212966040513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7090850174","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068510077,0.009368308,0.13003483,0.7959949,0.00039214722,0.033593476,0.00057969097,0.0004018967,0.022783784],"genre_scores_gemma":[0.05301259,0.023954403,0.8241191,0.010767908,0.001840442,0.039853767,0.000107629814,0.0003000409,0.046044115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.61998624,0.34020898,0.004523903,0.0037682988,0.018738173,0.012774435],"domain_scores_gemma":[0.641765,0.3119045,0.00045725287,0.0015379756,0.040288154,0.0040471503],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.69549614,0.0005373947,0.0015486012,0.006851905,0.016230373,0.0013216733,0.002371263,0.0006622665,0.0000983438],"category_scores_gemma":[0.40863538,0.00051248516,0.00023290732,0.013127304,0.01393436,0.00096051436,0.0015085676,0.0072142095,0.00008009958],"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":true,"study_design_scores_codex":[0.00032473318,0.00013086716,0.000008662221,0.0013460167,0.00004642423,0.0000021918272,0.36079192,5.840221e-7,0.00012300536,0.40964535,0.1097721,0.11780815],"study_design_scores_gemma":[0.00038885107,0.0013200955,0.00004132767,0.0016115378,0.0000011474244,3.4525326e-7,0.4091127,0.000032009553,0.00029136467,0.27051762,0.31647635,0.00020668382],"about_ca_topic_score_codex":0.06632549,"about_ca_topic_score_gemma":0.018302334,"teacher_disagreement_score":0.78522694,"about_ca_system_score_codex":0.005961599,"about_ca_system_score_gemma":0.027616272,"threshold_uncertainty_score":0.9997327},"labels":[],"label_agreement":null},{"id":"W7092284626","doi":"10.5281/zenodo.17381999","title":"Replication is possible and can be relevant and useful in qualitative research","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Calgary","funders":"","keywords":"Replication (statistics); Qualitative research; Qualitative analysis; Key (lock); Process (computing)","score_opus":0.2857453140409585,"score_gpt":0.5173966069628131,"score_spread":0.2316512929218546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7092284626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3536051,0.004593851,0.0024378956,0.28070801,0.0002488834,0.004233662,0.0012365688,0.0004551363,0.35248092],"genre_scores_gemma":[0.9632837,0.016303698,0.0018512311,0.0011437974,0.00017643468,9.99091e-7,0.0003410502,0.0009906502,0.015908409],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9731241,0.02216563,0.0007018411,0.001435687,0.001451288,0.0011214697],"domain_scores_gemma":[0.9933257,0.0022794646,0.00018404567,0.00092813204,0.0027910604,0.00049161154],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.050900016,0.00025930567,0.00040751728,0.001229863,0.007986464,0.0023016783,0.0012085449,0.00032514893,0.0027415843],"category_scores_gemma":[0.028339934,0.00028299514,0.000057685294,0.00404997,0.0047042733,0.00054555596,0.0025681457,0.0017896412,0.00028022315],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002647038,0.0002583731,0.00006153648,0.0005611075,0.00008714536,0.000012576161,0.48625147,0.000001511323,0.0019947106,0.2688845,0.059604634,0.18201773],"study_design_scores_gemma":[0.000819337,0.00053080474,0.0017873212,0.00037004522,0.000015724236,0.000006440487,0.17726848,0.00031915688,0.00039073903,0.0555659,0.76264095,0.00028510543],"about_ca_topic_score_codex":0.0020272979,"about_ca_topic_score_gemma":0.00008982469,"teacher_disagreement_score":0.7030363,"about_ca_system_score_codex":0.00069285516,"about_ca_system_score_gemma":0.0001189227,"threshold_uncertainty_score":0.9999622},"labels":[],"label_agreement":null},{"id":"W7099335522","doi":"","title":"This Market Rule number is located on the “Current Market Rule Amendment ” web page. Date Relevant Amendment Submission, Proposed or Recommended Rule Amendment Posted for","year":2003,"lang":"en","type":"article","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Metering mode; Generator (circuit theory); Transmission (telecommunications); Metre; Government (linguistics); Point of sale; Point (geometry)","score_opus":0.1864171748523261,"score_gpt":0.4792087295810604,"score_spread":0.2927915547287343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099335522","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":[0.038512114,0.00056321814,0.0040248097,0.28115603,0.0029500958,0.014612119,0.0010502976,0.00068505167,0.6564463],"genre_scores_gemma":[0.26240504,0.018689923,0.07920657,0.019158725,0.00082926336,0.004246435,0.0003705936,0.00047834739,0.6146151],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.982839,0.010216207,0.0012301544,0.0012555866,0.0024988425,0.0019602203],"domain_scores_gemma":[0.99116343,0.0055789542,0.000521992,0.0010019069,0.0008757505,0.00085799186],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02609409,0.0006969222,0.00076477084,0.00018918962,0.002340458,0.0005174725,0.0009840365,0.00031008603,0.06792253],"category_scores_gemma":[0.0047900085,0.0004240769,0.00037207885,0.0010258249,0.00078792137,0.00031029448,0.00024022622,0.0011419267,0.000521505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017917479,0.0016265559,0.00018799386,0.00025224974,0.00032591485,0.00001565427,0.01150184,6.7683976e-7,0.003439713,0.053338885,0.8894927,0.038026106],"study_design_scores_gemma":[0.0022556633,0.0005736244,0.000055755918,0.00034778743,0.00008029733,0.0000024309206,0.01324026,0.00048262897,0.02020114,0.026771905,0.93515617,0.0008323304],"about_ca_topic_score_codex":0.0006410081,"about_ca_topic_score_gemma":0.00023591377,"teacher_disagreement_score":0.26199728,"about_ca_system_score_codex":0.0010851179,"about_ca_system_score_gemma":0.0017412405,"threshold_uncertainty_score":0.9998211},"labels":[],"label_agreement":null},{"id":"W7100212959","doi":"","title":"Silent No More Coming Out About Lesbians and Cancer","year":2016,"lang":"en","type":"article","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Coming out; Human sexuality; Perception; Social representation; Cancer; Qualitative research","score_opus":0.27670227378472556,"score_gpt":0.5817624376535621,"score_spread":0.3050601638688365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100212959","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":[0.15514433,0.0021680158,0.04012535,0.29313663,0.00083037047,0.0005748084,0.00006435785,0.00017040536,0.50778574],"genre_scores_gemma":[0.5994471,0.017871477,0.02073493,0.0028477234,0.0010547753,0.00007799618,6.280937e-7,0.000027811891,0.3579376],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853057,0.0006351445,0.00008962453,0.00013990194,0.00032845186,0.00027631383],"domain_scores_gemma":[0.9983144,0.0012751993,0.000024274645,0.0000706246,0.00016138595,0.000154138],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029559017,0.00005065239,0.000091418,0.000023405944,0.00033428633,0.00004689696,0.000099661185,0.00006497979,0.0009778991],"category_scores_gemma":[0.0014039931,0.000029448334,0.00002519891,0.000051422732,0.00090409967,0.00012065029,0.000040986197,0.00009098648,0.000065605425],"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":[0.00001977829,0.000027179865,0.01063844,0.000040269217,0.00003181376,0.000003843791,0.13108595,1.9336512e-7,0.0055702394,0.3547185,0.013856283,0.4840075],"study_design_scores_gemma":[0.0002979499,0.000034238903,0.003106356,0.00012687073,0.000004776242,8.758699e-8,0.020179026,0.00002244587,0.0005075857,0.012357928,0.9631986,0.00016412443],"about_ca_topic_score_codex":0.007370665,"about_ca_topic_score_gemma":0.007352314,"teacher_disagreement_score":0.9493423,"about_ca_system_score_codex":0.00007185733,"about_ca_system_score_gemma":0.0001700332,"threshold_uncertainty_score":0.9999353},"labels":[],"label_agreement":null},{"id":"W7100841834","doi":"","title":"Research Ethics Boards as Spaces of Marginalization","year":2016,"lang":"en","type":"article","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Research ethics; Qualitative research; Work (physics); Affect (linguistics); Information ethics","score_opus":0.612631872396159,"score_gpt":0.6901271761506541,"score_spread":0.07749530375449509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100841834","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":[0.027486619,0.00017311829,0.05437616,0.22129877,0.00012491201,0.0002597959,0.0000056426175,0.00004803867,0.69622695],"genre_scores_gemma":[0.8792281,0.004100516,0.015181354,0.0002162893,0.00022245858,0.000016259795,7.1461824e-7,0.000013011311,0.10102127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98750573,0.0098786345,0.00014929293,0.00015521442,0.001943999,0.00036710955],"domain_scores_gemma":[0.9862754,0.011728821,0.000041582145,0.00014810842,0.0016694756,0.00013663834],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.054604035,0.00004301248,0.00009987518,0.0001498107,0.00050217484,0.00004763933,0.00024869916,0.00020479939,0.0019216764],"category_scores_gemma":[0.031155849,0.000026163412,0.000036510595,0.00061608304,0.002711088,0.00019289787,0.000067598216,0.00038418508,0.00014239819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014866384,0.000017653454,0.00062924443,0.000021967926,0.00000588334,6.964782e-7,0.026155638,1.1952662e-7,0.0019302414,0.95883226,0.0023719722,0.010019463],"study_design_scores_gemma":[0.00014697753,0.00013558977,0.00052504695,0.000095168594,0.0000016680259,1.0144032e-7,0.05236982,0.000003753947,0.005426842,0.5438342,0.39738578,0.00007502015],"about_ca_topic_score_codex":0.008766698,"about_ca_topic_score_gemma":0.0022985924,"teacher_disagreement_score":0.8517415,"about_ca_system_score_codex":0.000087496606,"about_ca_system_score_gemma":0.0011925615,"threshold_uncertainty_score":0.9989907},"labels":[],"label_agreement":null},{"id":"W7105835187","doi":"10.1177/00207020251396798","title":"Preparing the next generation for translating feminist and gender equality policies into practice","year":2025,"lang":"en","type":"article","venue":"International Journal Canada s Journal of Global Policy Analysis","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Ottawa","funders":"","keywords":"Government (linguistics); Context (archaeology); Gender equality; Work (physics); Feminism; Feminist theory; Feminist philosophy; Public policy","score_opus":0.2544010163419651,"score_gpt":0.5795811639393421,"score_spread":0.325180147597377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105835187","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":[0.040568475,0.0030359237,0.13933249,0.8029942,0.00091134367,0.00016784781,0.0000728843,0.0000056236927,0.012911189],"genre_scores_gemma":[0.9841833,0.0005382248,0.007919881,0.005762411,0.0015040493,0.000002093201,0.0000015084964,0.0000035017283,0.000085016545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955736,0.0018519358,0.00074366515,0.000120612276,0.0014329912,0.00027718957],"domain_scores_gemma":[0.99443847,0.002024449,0.0007342142,0.00008533625,0.002506804,0.00021070993],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011266312,0.000106954445,0.00026118662,0.00025793703,0.0011255549,0.00079895125,0.0005861024,0.00006992029,0.000013294339],"category_scores_gemma":[0.014865013,0.00007962308,0.00027019496,0.00094164157,0.00032898414,0.0005266818,0.000051412066,0.00039950648,6.987979e-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":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000508336,0.00010161506,0.007367141,0.00004291223,0.012863854,0.000037312144,0.037775278,0.0048142276,0.0005077763,0.83588034,0.04236727,0.057733964],"study_design_scores_gemma":[0.0009315235,0.00009353978,0.0031211928,0.00007166564,0.0017878262,0.00014164053,0.05935817,0.0055717817,0.00005343341,0.2158622,0.712734,0.00027302842],"about_ca_topic_score_codex":0.6399268,"about_ca_topic_score_gemma":0.84851277,"teacher_disagreement_score":0.94361484,"about_ca_system_score_codex":0.0017521115,"about_ca_system_score_gemma":0.0064728004,"threshold_uncertainty_score":0.9991596},"labels":[],"label_agreement":null},{"id":"W7111380857","doi":"10.4324/9780203143179-15/authenticity-legitimacy-power-critical-ethnography-identity-politics-frances-giampapa","title":"Authenticity, legitimacy and power:Critical ethnography and identity politics","year":2012,"lang":"en","type":"book-chapter","venue":"Explore Bristol Research","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Ethnography; Negotiation; Power (physics); Legitimacy; Identity (music); Politics; Critical ethnography; Critical discourse analysis","score_opus":0.5829349713662699,"score_gpt":0.6224625353117328,"score_spread":0.03952756394546286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111380857","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":[0.0026220188,0.029479077,0.0015094265,0.022247309,0.00048230178,0.0012611935,0.0002295134,0.00012942942,0.9420397],"genre_scores_gemma":[0.30874258,0.07877691,0.011343993,0.00060846744,0.004355283,0.00023170582,0.000068698406,0.00045592568,0.5954164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99022704,0.0032502403,0.0004405362,0.0007076276,0.003732559,0.0016420033],"domain_scores_gemma":[0.98868346,0.00786779,0.00008282407,0.00045597993,0.0015073296,0.0014025857],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.02485125,0.00032455084,0.0005592356,0.00083195174,0.0024265219,0.00078340876,0.0006035113,0.0008103823,0.0008588812],"category_scores_gemma":[0.010644655,0.00033370336,0.00017212819,0.000257264,0.017666386,0.00087987765,0.00095590693,0.0034221597,0.00017145774],"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":[0.00001732313,0.000043738994,0.00015930967,0.00023689923,0.000051761825,0.000044391945,0.03686889,2.5992528e-9,0.000010416627,0.9501101,0.00449835,0.007958833],"study_design_scores_gemma":[0.00010973472,0.000106248284,0.00018707984,0.00019605426,0.000019267762,0.0000038563394,0.008715261,0.0000016898006,0.0000042905426,0.5962504,0.39414516,0.00026090778],"about_ca_topic_score_codex":0.0024548292,"about_ca_topic_score_gemma":0.0005974689,"teacher_disagreement_score":0.38964683,"about_ca_system_score_codex":0.00024102215,"about_ca_system_score_gemma":0.00074805535,"threshold_uncertainty_score":0.9999115},"labels":[],"label_agreement":null},{"id":"W7112645127","doi":"","title":"Vulnerabilities on the field: from wounds to openness (and back)","year":2023,"lang":"en","type":"article","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Vulnerability (computing); Legitimacy; Field (mathematics); Action (physics); Openness to experience; Order (exchange); Face (sociological concept); Ethnography","score_opus":0.038340970034210914,"score_gpt":0.3057266061200206,"score_spread":0.2673856360858097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112645127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64533585,0.00021526127,0.0024012811,0.14400965,0.0001998336,0.0012659938,0.00043088628,0.000304938,0.20583628],"genre_scores_gemma":[0.8817868,0.0017386833,0.0010382044,0.01041569,0.0003384079,0.000024635889,0.00013008434,0.00011531657,0.10441218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99424666,0.0021551647,0.000308188,0.000997436,0.00092434586,0.0013682168],"domain_scores_gemma":[0.9870435,0.010584802,0.00020420743,0.00076285726,0.00035087558,0.0010537403],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0029367325,0.0005623394,0.0006823088,0.0008329511,0.004590611,0.0022641842,0.0027279807,0.00047173575,0.00090106204],"category_scores_gemma":[0.002159696,0.00047981623,0.0003010744,0.0027114542,0.0023799231,0.001233604,0.0035817462,0.0009864426,0.00024072055],"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":[0.0019462534,0.000055877932,0.0018386485,0.000050025177,0.00021852863,0.00024659096,0.33132637,0.00013381257,0.000051004463,0.642429,0.012864707,0.008839228],"study_design_scores_gemma":[0.0017881651,0.00033113724,0.0068715303,0.00018413475,0.00010516452,0.000011579022,0.0999529,0.0003367861,0.0002254035,0.04788013,0.8414807,0.00083241565],"about_ca_topic_score_codex":0.010104602,"about_ca_topic_score_gemma":0.001213472,"teacher_disagreement_score":0.82861596,"about_ca_system_score_codex":0.001124231,"about_ca_system_score_gemma":0.0005813822,"threshold_uncertainty_score":0.99976534},"labels":[],"label_agreement":null},{"id":"W7115809292","doi":"","title":"Perinatal Care for Women Living with HIV in Ontario","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Health care; Ethnography; Childbirth; Psychological intervention; Qualitative research; Human immunodeficiency virus (HIV); Ideology","score_opus":0.05258994507594951,"score_gpt":0.3504033847496149,"score_spread":0.2978134396736654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809292","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":[0.093287155,0.00006553144,0.00029805535,0.000088709996,0.0001888731,0.000688142,0.000028593468,0.000027611091,0.9053273],"genre_scores_gemma":[0.03518563,0.0000262469,0.0019861928,0.000015558693,0.000040836116,0.000008824263,0.00006261808,0.000027975026,0.9626461],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99783874,0.0006232087,0.00012128272,0.00041097592,0.00043613583,0.00056965364],"domain_scores_gemma":[0.9986535,0.0006503138,0.00011211975,0.00014124536,0.00029727674,0.00014556645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081657927,0.00019898843,0.00033100622,0.0002053409,0.00039740416,0.000103308674,0.000413604,0.00034623357,0.03075501],"category_scores_gemma":[0.00014118187,0.00020878558,0.00008636831,0.00036227933,0.00018229734,0.00029292764,0.000048735987,0.00065653183,0.000024173718],"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":[0.0004597253,0.00003734622,0.01790277,0.0008880259,0.00007630526,0.000038539805,0.85446584,0.000018080113,0.000008533047,0.019005347,0.000060605274,0.1070389],"study_design_scores_gemma":[0.0003472738,0.00011811027,0.0038905097,0.00030928076,0.000009827474,7.318273e-8,0.51843816,0.0000032664282,0.000003076192,0.00012681376,0.47655204,0.00020154314],"about_ca_topic_score_codex":0.071056336,"about_ca_topic_score_gemma":0.91685635,"teacher_disagreement_score":0.8458,"about_ca_system_score_codex":0.0022789214,"about_ca_system_score_gemma":0.002133059,"threshold_uncertainty_score":0.97013104},"labels":[],"label_agreement":null},{"id":"W7132924083","doi":"","title":"Care&apos;s ultimate limits: experiences and accounts of caring for a relative or friend who died of breast cancer","year":2002,"lang":"","type":"dissertation","venue":"TSpace","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Blame; Palliative care; Health care; Silence; Closeness; Social work; Value (mathematics); Perception; Redress","score_opus":0.2636416294023942,"score_gpt":0.5948282254466193,"score_spread":0.33118659604422507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132924083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762096,0.010372173,0.00073672313,0.0008723013,0.0005856626,0.0019575045,0.0006336101,0.000019195397,0.008613254],"genre_scores_gemma":[0.9612082,0.019798474,0.00629135,0.00001831499,0.00022049129,0.0007155606,0.00003897115,0.00006676684,0.011641846],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.995118,0.0013115265,0.0008062158,0.0007425371,0.0012733691,0.00074835855],"domain_scores_gemma":[0.9917717,0.004029069,0.0012257207,0.00025623944,0.0024568737,0.00026039913],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025864078,0.00044793097,0.0011785066,0.00024375229,0.00086244754,0.00010480226,0.00046824705,0.0006377236,0.00051948713],"category_scores_gemma":[0.0029098827,0.00037262213,0.00022962388,0.00086950173,0.002358668,0.0006580372,0.00007085381,0.000567315,0.0000011456466],"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":[0.0009816969,0.000064933534,0.00038278726,0.0024148237,0.00022226622,0.0000014250667,0.97647214,0.000008708456,0.0012325697,0.0037724855,0.00005033527,0.014395812],"study_design_scores_gemma":[0.00072465,0.00042583633,0.001461286,0.0024853155,0.0001655862,5.6782835e-7,0.9884792,0.0004343828,0.003996997,0.00069063203,0.0007139987,0.00042155464],"about_ca_topic_score_codex":0.02638001,"about_ca_topic_score_gemma":0.01182177,"teacher_disagreement_score":0.015001352,"about_ca_system_score_codex":0.00021446415,"about_ca_system_score_gemma":0.0010784906,"threshold_uncertainty_score":0.99987257},"labels":[],"label_agreement":null},{"id":"W7132964725","doi":"","title":"A Critical Narrative Inquiry Into the Experiences of Queer, Trans, and Nonbinary Midwifery Service-Users in Ontario","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Governmentality; Narrative; Queer; Qualitative research; Critical theory; Narrative inquiry; Boundary (topology); Lived experience","score_opus":0.17478187501280068,"score_gpt":0.5597831094407621,"score_spread":0.38500123442796147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132964725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96343106,0.008073912,0.00011227538,0.023068158,0.0015708349,0.0007433752,0.0000013747344,0.000018100456,0.0029809147],"genre_scores_gemma":[0.98916936,0.0026302869,0.0015979948,0.0002889011,0.00017417844,0.00034560624,0.000019760058,0.000039767176,0.005734155],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9903012,0.0058493908,0.0007802368,0.0008534953,0.0014885976,0.0007270703],"domain_scores_gemma":[0.9918459,0.0066774227,0.0001828256,0.00029582228,0.0007057641,0.00029228505],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008998237,0.00046803168,0.00080969796,0.00030421017,0.00090474,0.00028182,0.00067445944,0.0007700289,0.000760189],"category_scores_gemma":[0.0023541625,0.0003566884,0.00019725849,0.0014972349,0.0054719537,0.00045168397,0.000111907175,0.0026707945,0.000010063553],"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":[0.000371036,0.00010946972,0.0001344371,0.0012821569,0.000082911254,0.00002999307,0.9830765,0.000003899259,0.00043931723,0.013456361,0.00010769448,0.0009062036],"study_design_scores_gemma":[0.00020406881,0.00040873024,0.0011713412,0.0016784804,0.000063750966,0.0000010499778,0.9757849,0.00013724895,0.00027493303,0.017911453,0.0019835439,0.00038050357],"about_ca_topic_score_codex":0.5306429,"about_ca_topic_score_gemma":0.8901857,"teacher_disagreement_score":0.3595428,"about_ca_system_score_codex":0.0003547447,"about_ca_system_score_gemma":0.00383734,"threshold_uncertainty_score":0.99988854},"labels":[],"label_agreement":null},{"id":"W7133030588","doi":"","title":"Commentary: Using patients&apos; narratives in complex research","year":2005,"lang":"en","type":"article","venue":"TSpace","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Diabetes UK","keywords":"Narrative; Qualitative research; Perspective (graphical); Identity (music)","score_opus":0.7418553081156276,"score_gpt":0.7132195216314318,"score_spread":0.028635786484195846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133030588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.800547,0.000116167816,0.00037011653,0.15667835,0.000040135757,0.00035834697,0.0000035845203,0.00002281946,0.041863456],"genre_scores_gemma":[0.9355309,0.00014970143,0.060399048,0.0015392262,0.00043931775,0.000015862246,0.000009939751,0.000017421837,0.0018985984],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909451,0.0071664453,0.00015548013,0.00019374311,0.0009492009,0.0005900442],"domain_scores_gemma":[0.99801093,0.0013511786,0.000035639478,0.00013278401,0.00031490214,0.00015457552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011783236,0.00007139722,0.00013859154,0.0001783225,0.0008089841,0.00008206827,0.0002561252,0.00007730321,0.0007009232],"category_scores_gemma":[0.0012918864,0.00006859709,0.00003078294,0.0007098175,0.0013080913,0.00021301743,0.00010408504,0.0005607346,0.000044887274],"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":[0.000042423937,0.0002608384,0.010008789,0.000015843283,0.0000105553345,0.0000024860028,0.9017849,0.000024648187,0.0015158902,0.04753463,0.028770339,0.0100286435],"study_design_scores_gemma":[0.00042161244,0.00007901156,0.0051430506,0.000033883352,8.1753444e-7,4.8896094e-8,0.32160735,0.0002904517,0.00011137663,0.009819731,0.6623672,0.00012541091],"about_ca_topic_score_codex":0.0158389,"about_ca_topic_score_gemma":0.015289505,"teacher_disagreement_score":0.6335969,"about_ca_system_score_codex":0.00046374302,"about_ca_system_score_gemma":0.00017942819,"threshold_uncertainty_score":0.9907147},"labels":[],"label_agreement":null},{"id":"W7140155322","doi":"","title":"Integration into Canadian Society: Immigration, Language and Sense of Belonging","year":2021,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Narrative; Storytelling; Argument (complex analysis); Negotiation; Diversity (politics); Context (archaeology); Feeling; Immigration; Sense of community","score_opus":0.09432397921428866,"score_gpt":0.5211026998447087,"score_spread":0.42677872063042005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140155322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9192816,0.0014881772,0.00024692636,0.0029573005,0.0002257634,0.00056445354,0.00006378144,0.0000014087976,0.0751706],"genre_scores_gemma":[0.5870211,0.0036421753,0.22388239,0.00020672476,0.00046819894,0.00007162471,0.004527801,0.00006777278,0.18011217],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99829066,0.0007668474,0.00020273273,0.00022826133,0.00031987333,0.00019165679],"domain_scores_gemma":[0.9988366,0.0003731556,0.00012453046,0.00010876345,0.00039361112,0.00016335465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039513297,0.00009442207,0.0002077657,0.00008314447,0.0004601201,0.00029016015,0.00015065508,0.0002640618,0.0007775973],"category_scores_gemma":[0.0011433006,0.00009493961,0.00005856905,0.00028722998,0.00017853682,0.00020488334,0.000024499384,0.00029918624,0.0000071295135],"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":[0.000005525253,0.000006446367,0.000028136417,0.00003533791,0.000029001996,0.0000061557125,0.7135735,1.518387e-7,0.0030873793,0.0020548091,0.00028685472,0.2808867],"study_design_scores_gemma":[0.000080111095,0.000018677832,0.00032574625,0.00026644286,0.000023209932,2.7624222e-7,0.97043425,0.0000427922,0.0056658434,0.0016543842,0.021341119,0.00014716233],"about_ca_topic_score_codex":0.7184214,"about_ca_topic_score_gemma":0.9819038,"teacher_disagreement_score":0.33226046,"about_ca_system_score_codex":0.00013613801,"about_ca_system_score_gemma":0.0025483018,"threshold_uncertainty_score":0.8514145},"labels":[],"label_agreement":null},{"id":"W7144641930","doi":"","title":"インタビューによる異文化間の言葉の分析の研究 : パートI, 異議に対応しながら情報を求める","year":2002,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Interview; Graduation (instrument); Scope (computer science); Qualitative research; Reliability (semiconductor); Semi-structured interview","score_opus":0.22467614804102262,"score_gpt":0.4643382209019078,"score_spread":0.23966207286088517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7144641930","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":[0.055152304,0.006016438,0.03580027,0.037623346,0.010426175,0.0012895243,0.0011382125,0.0008826516,0.8516711],"genre_scores_gemma":[0.912005,0.0031546298,0.04838678,0.0011853068,0.00729048,0.00018026477,0.0002791707,0.00005181031,0.02746655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952553,0.0013020744,0.00043161475,0.0005005905,0.0018307563,0.0006796614],"domain_scores_gemma":[0.99693394,0.0013641563,0.00012601547,0.000495275,0.00061981083,0.00046082615],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0036172138,0.00020813658,0.00024516322,0.00014322846,0.0029874898,0.00033049207,0.0005425235,0.0001858766,0.0011486717],"category_scores_gemma":[0.007428037,0.00019898562,0.00013232483,0.00072823674,0.0030321928,0.0013473709,0.00019613515,0.00060024223,0.0005131978],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003900962,0.00016662592,0.0010782881,0.000043979308,0.00004941673,0.0001884581,0.0071943337,0.000012841663,0.0009388762,0.95678306,0.029023483,0.0044816467],"study_design_scores_gemma":[0.0002804883,0.000050028557,0.0005029571,0.00011398126,0.000016482943,0.000021091248,0.0023297858,0.000104153936,0.00071848085,0.006796938,0.98875386,0.00031173843],"about_ca_topic_score_codex":0.0033037704,"about_ca_topic_score_gemma":0.0007872627,"teacher_disagreement_score":0.9597304,"about_ca_system_score_codex":0.00041522304,"about_ca_system_score_gemma":0.0006655514,"threshold_uncertainty_score":0.99976444},"labels":[],"label_agreement":null},{"id":"W7155082599","doi":"10.59236/ijea12n4","title":"Portraiture as Pedagogy","year":2011,"lang":"","type":"article","venue":"International journal of education and the arts","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Qualitative research; Negotiation; Field (mathematics); Graduate students; Professional boundaries; Process (computing); Participant observation; Educational research","score_opus":0.2142287409026886,"score_gpt":0.5791435440176093,"score_spread":0.36491480311492064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155082599","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":[0.14189579,0.010098684,0.0026153906,0.30539748,0.018544313,0.00032816487,0.000008167461,0.000006873765,0.5211052],"genre_scores_gemma":[0.9805825,0.007323319,0.0019117916,0.0025179232,0.0018383269,0.0000028925901,7.2111914e-7,0.0000068913123,0.0058156378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967841,0.0014915004,0.00051433226,0.00010928551,0.0009359555,0.00016485305],"domain_scores_gemma":[0.99602705,0.0009811625,0.0006470839,0.00008917677,0.00203803,0.0002175078],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008183041,0.00009772506,0.00018550131,0.00017149922,0.00027044414,0.0001709141,0.0005774845,0.00009165585,0.0023682227],"category_scores_gemma":[0.0032191535,0.00006245114,0.00015924951,0.000120424724,0.001603846,0.00040932855,0.000062234496,0.0005064304,0.000034261833],"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":[0.00031803732,0.0002467986,0.00026380093,0.000004579661,0.00017240415,0.0000072094667,0.21481268,1.5168318e-7,0.000016376543,0.7022638,0.0021290667,0.079765126],"study_design_scores_gemma":[0.0008267173,0.00012803053,0.0042341184,0.00012706331,0.000046405243,0.00017508127,0.11694362,0.00000903583,0.00007644415,0.6314082,0.24593353,0.000091719725],"about_ca_topic_score_codex":0.0009608899,"about_ca_topic_score_gemma":0.000092952396,"teacher_disagreement_score":0.8386867,"about_ca_system_score_codex":0.00006503456,"about_ca_system_score_gemma":0.002305841,"threshold_uncertainty_score":0.99854374},"labels":[],"label_agreement":null},{"id":"W7160239361","doi":"10.2307/jj.41003706.23","title":"Conference Participants","year":2012,"lang":"en","type":"book-chapter","venue":"Princeton University Press eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Globe; Agency (philosophy)","score_opus":0.4758086918464152,"score_gpt":0.4508948740597455,"score_spread":0.024913817786669734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7160239361","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":[0.000033816763,0.00017420102,0.00090118183,0.00024905862,0.00015517262,0.0003323906,0.000051301962,0.00009973107,0.9980031],"genre_scores_gemma":[0.0038008455,0.0016346612,0.0011114961,0.00003885927,0.00021212579,9.574611e-7,0.0000045237693,0.00002115895,0.9931754],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972743,0.0008256116,0.0001541861,0.00032934322,0.00073929265,0.00067727995],"domain_scores_gemma":[0.9980394,0.0005934558,0.00018217321,0.000320351,0.00035129214,0.0005133226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002627667,0.0002074544,0.00032753518,0.000098289835,0.0006440219,0.00007331169,0.0006396141,0.00049254077,0.00048262198],"category_scores_gemma":[0.00019723436,0.00023417885,0.0001356543,0.000009138708,0.0019246159,0.00015228493,0.0003677875,0.00080787326,0.00007084124],"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":[0.000028854669,0.000008303494,0.000008631634,0.000042549385,0.00006043625,0.000019921274,0.010611772,1.3413714e-7,0.000008191599,0.96943206,0.00034834185,0.019430833],"study_design_scores_gemma":[0.00013931406,0.000019457675,0.0000115621,0.00010275942,0.000059754246,1.720007e-7,0.00075353746,0.0000028555476,0.00004414355,0.016911421,0.98168397,0.0002710733],"about_ca_topic_score_codex":0.0013908102,"about_ca_topic_score_gemma":0.0004439228,"teacher_disagreement_score":0.9813356,"about_ca_system_score_codex":0.00027757353,"about_ca_system_score_gemma":0.00062126765,"threshold_uncertainty_score":0.9549536},"labels":[],"label_agreement":null},{"id":"W7163528304","doi":"10.3138/jcfs.55.4.01","title":"Editorial Comments","year":2024,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"","score_opus":0.5732473712671953,"score_gpt":0.6564882841382279,"score_spread":0.08324091287103264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163528304","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":[0.13718717,0.17502786,0.009682023,0.0579324,0.49878034,0.0005993109,0.00003388952,0.00011308478,0.120643914],"genre_scores_gemma":[0.7844913,0.021733765,0.008156934,0.00049550296,0.18228331,0.000011231935,5.7043417e-7,0.000016768552,0.0028106298],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623674,0.0020313715,0.00035688476,0.00008761845,0.0010693333,0.00021806973],"domain_scores_gemma":[0.99391574,0.0044755274,0.00012366258,0.000048035177,0.0013303359,0.000106686435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008019732,0.00008928823,0.000370433,0.00013609584,0.00041586836,0.00013089784,0.000202509,0.0000528759,0.000013876298],"category_scores_gemma":[0.0012053743,0.000061597064,0.00013713894,0.0003310379,0.001109635,0.0003514,0.000050877006,0.00054979196,0.00003141548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039813178,0.000029433242,0.000072186514,0.000025185293,0.00042732304,0.000010610339,0.1310719,0.0000038714,0.00017495983,0.06218856,0.8047609,0.0011953079],"study_design_scores_gemma":[0.00014033048,0.00018972399,0.00020273845,0.00016694011,0.000020749238,4.5691615e-7,0.12912476,0.0000063840935,0.000032654243,0.04917987,0.82087463,0.000060732506],"about_ca_topic_score_codex":0.000044167362,"about_ca_topic_score_gemma":0.00004648724,"teacher_disagreement_score":0.6473041,"about_ca_system_score_codex":0.00018520626,"about_ca_system_score_gemma":0.0004253207,"threshold_uncertainty_score":0.40884963},"labels":[],"label_agreement":null},{"id":"W7164880630","doi":"10.1080/17153379.2007.12554547","title":"Doing Fieldwork in China.","year":2007,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 British Columbia","funders":"","keywords":"","score_opus":0.07671808337804144,"score_gpt":0.4645946117071372,"score_spread":0.38787652832909575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164880630","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":[0.0021369222,0.00016876303,0.030397793,0.002600393,0.00021244709,0.00011312228,8.2923276e-7,0.000038195692,0.9643315],"genre_scores_gemma":[0.9774819,0.00015547535,0.019309286,0.000009967219,0.00017276201,0.0000035873898,6.910014e-7,0.000005745153,0.002860562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.998091,0.0007066761,0.0001618836,0.00015576943,0.0004026146,0.00048210035],"domain_scores_gemma":[0.9982242,0.001461501,0.000032448257,0.00010828306,0.00003978427,0.00013379064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01328533,0.000058826252,0.00010396063,0.00010547565,0.00027619218,0.000042352938,0.00015061405,0.00011814875,0.0003093591],"category_scores_gemma":[0.001359278,0.00005514143,0.00004254847,0.00051016937,0.00039612182,0.00010761616,0.000026299329,0.00036780475,0.000062745],"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":[0.000038943184,0.000058080754,0.005407134,0.000023423654,0.000007914128,0.000048164602,0.31227243,0.0000062380404,0.00013578749,0.52398354,0.0010138858,0.15700445],"study_design_scores_gemma":[0.0001354419,0.00002286992,0.002338435,0.00003799949,0.0000010604685,2.630669e-7,0.85247475,0.0000096844105,0.000095996846,0.034622807,0.110139474,0.000121208315],"about_ca_topic_score_codex":0.0011127691,"about_ca_topic_score_gemma":0.0032018987,"teacher_disagreement_score":0.975345,"about_ca_system_score_codex":0.00008629912,"about_ca_system_score_gemma":0.00010431954,"threshold_uncertainty_score":0.46044567},"labels":[],"label_agreement":null},{"id":"W7164940380","doi":"10.1080/17153379.2009.12556318","title":"Fieldwork Connections: The Fabric of Ethnographic Collaboration in China and America.","year":2009,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Ethnography; China","score_opus":0.05292133793484278,"score_gpt":0.4380049675919308,"score_spread":0.38508362965708803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164940380","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":[0.0615224,0.0033575299,0.010220583,0.10605654,0.00028482787,0.0008771426,0.000012460562,0.000066730885,0.8176018],"genre_scores_gemma":[0.9966177,0.0017287488,0.0013964695,0.00002098664,0.000033806104,0.000008859162,8.4800166e-7,0.00000193598,0.00019066408],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99805677,0.0012987504,0.00013650677,0.000108788925,0.00024103212,0.00015815005],"domain_scores_gemma":[0.998671,0.0010497902,0.00006035363,0.00009542452,0.0000798107,0.00004362442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027387405,0.000046709294,0.000102961574,0.00009382161,0.0002952484,0.000036144305,0.00008688277,0.00006780206,0.000033566514],"category_scores_gemma":[0.0015551354,0.000034453926,0.000024782963,0.0013453389,0.00083742547,0.00009784934,0.00000869057,0.00020861294,0.0000017514416],"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":[0.000042776606,0.00009202629,0.0033838865,0.000020021958,0.000014902083,0.0000018283447,0.4811878,0.000032801672,0.00032459619,0.41118023,0.0011466849,0.10257246],"study_design_scores_gemma":[0.000106712374,0.000098372504,0.0060361335,0.000022936083,0.0000030882595,1.4712063e-7,0.90663934,0.00009766851,0.00003143435,0.08022389,0.0066791615,0.000061102764],"about_ca_topic_score_codex":0.0007105674,"about_ca_topic_score_gemma":0.000778399,"teacher_disagreement_score":0.9350953,"about_ca_system_score_codex":0.000018256835,"about_ca_system_score_gemma":0.00008596188,"threshold_uncertainty_score":0.3085529},"labels":[],"label_agreement":null},{"id":"W763669210","doi":"10.46743/2160-3715/2013.1427","title":"Negotiating Responsibility for Navigating Ethical Issues in Qualitative Research: A Review of Miller, Birch, Mauthner, and Jessop’s (2012) Ethics in Qualitative Research, Second Edition","year":2015,"lang":"en","type":"review","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Qualitative research; Research ethics; Engineering ethics; Sociology; Situated; Miller; Rebuttal; Negotiation; Plea; Law; Political science; Social science; Engineering; Computer science","score_opus":0.8914174412226706,"score_gpt":0.7993321435223791,"score_spread":0.0920852977002915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W763669210","genre_codex":"review","genre_gemma":"review","domain_codex":"methods","domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":"methods","prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017887265,0.9556839,0.0004631746,0.029566769,0.00040525474,0.009182508,0.0008849565,0.000053761323,0.0035807993],"genre_scores_gemma":[0.00008556663,0.9819437,0.011265504,0.0002295024,0.00054776866,0.0030714904,0.00029896913,0.00015503382,0.0024024488],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.31721547,0.65898657,0.0076024174,0.0027279453,0.01036044,0.0031071638],"domain_scores_gemma":[0.35316986,0.61757785,0.004546166,0.0021739702,0.021558188,0.0009739504],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.8164059,0.0009519492,0.0053864513,0.0014706713,0.002016978,0.00026735666,0.0015957328,0.0028696083,0.00013870015],"category_scores_gemma":[0.6291118,0.00072527793,0.0007230691,0.007092074,0.019157125,0.000811683,0.00094357604,0.024391744,0.000017572313],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001976219,0.00016963456,6.3887325e-7,0.07666431,0.00015627091,0.00005164579,0.74507487,3.9769048e-7,0.0000016879764,0.13700074,0.0046353154,0.036046844],"study_design_scores_gemma":[0.00027192026,0.00033244316,0.0000010510605,0.07001544,0.0000466581,0.000006647219,0.40613464,0.0000055312225,0.0000012140661,0.21736199,0.30544865,0.00037382584],"about_ca_topic_score_codex":0.016290173,"about_ca_topic_score_gemma":0.007708144,"teacher_disagreement_score":0.33894023,"about_ca_system_score_codex":0.0024230445,"about_ca_system_score_gemma":0.015013418,"threshold_uncertainty_score":0.9995198},"labels":[],"label_agreement":null},{"id":"W814840475","doi":"10.46743/2160-3715/2010.1367","title":"Applied Interpretation: A Review of Interpretive Description by Sally Thorne","year":2014,"lang":"en","type":"review","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":17,"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":"Interpretation (philosophy); Conjunction (astronomy); Qualitative research; Focus (optics); Epistemology; Sociology; Engineering ethics; Psychology; Social science; Linguistics; Philosophy; Engineering","score_opus":0.38391376708719704,"score_gpt":0.6551090315425304,"score_spread":0.2711952644553334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W814840475","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":[2.3030238e-7,0.8874504,0.03222065,0.0014075224,0.00023568499,0.002114684,0.00011236069,0.000044369986,0.076414116],"genre_scores_gemma":[0.000022352006,0.990849,0.0025162469,0.00036105607,0.00018287278,0.00060438237,0.00021663602,0.000057998976,0.0051894216],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9546585,0.039886117,0.0024630893,0.00068244245,0.0017803087,0.0005295481],"domain_scores_gemma":[0.97424203,0.020055017,0.003349554,0.0008376258,0.0013097343,0.00020602929],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.086399674,0.00048243292,0.0028503628,0.00016144132,0.00040271756,0.00008052853,0.0009902278,0.00039582432,0.00019483764],"category_scores_gemma":[0.034037214,0.0003084918,0.00089871994,0.0010313439,0.0032866485,0.00017211669,0.00018526061,0.0012157995,0.00009047927],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032122945,0.00015035293,3.6838767e-8,0.095905125,0.0005228994,0.000009018944,0.20090249,2.1245278e-8,0.0000015201597,0.13725011,0.0152693195,0.549957],"study_design_scores_gemma":[0.00007160012,0.00009720458,5.6159728e-8,0.10438136,0.00041828523,0.000010739388,0.020967284,7.387687e-7,7.6979313e-7,0.016255274,0.8574953,0.00030135232],"about_ca_topic_score_codex":0.00035853346,"about_ca_topic_score_gemma":0.00003589274,"teacher_disagreement_score":0.842226,"about_ca_system_score_codex":0.00048364143,"about_ca_system_score_gemma":0.0018715969,"threshold_uncertainty_score":0.9999367},"labels":[],"label_agreement":null},{"id":"W832881101","doi":"10.29173/cgs182","title":"Editors’ Introduction to the Issue","year":2024,"lang":"en","type":"article","venue":"Critical Gambling Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Alberta","funders":"","keywords":"History; Environmental ethics; Philosophy","score_opus":0.3640454432856935,"score_gpt":0.6367040461593704,"score_spread":0.2726586028736769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W832881101","genre_codex":"commentary","genre_gemma":"editorial","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":[0.00032697403,0.007881584,0.008785968,0.9626682,0.015640201,0.00012976704,0.0000031726604,0.00012417462,0.004439983],"genre_scores_gemma":[0.28094542,0.0073401914,0.029593635,0.00652823,0.6433764,0.00030551708,0.000002087977,0.000059989074,0.031848494],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977881,0.0010031249,0.0001251277,0.00022425421,0.0005239493,0.00033544604],"domain_scores_gemma":[0.9926306,0.006707193,0.000004271719,0.00010887329,0.0004449218,0.000104164086],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008275174,0.00006376488,0.00011191496,0.00006053202,0.00097103097,0.00024404754,0.00014106247,0.000047467965,0.00009714692],"category_scores_gemma":[0.05678787,0.000039811195,0.000048280177,0.00051712076,0.0015387678,0.000121908444,0.00008573064,0.00033576533,0.0004206634],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002459597,0.0000066101175,0.0000022096297,0.00006192122,0.000025652029,0.0000030994854,0.05448853,0.0000020762088,0.000039351467,0.47710025,0.4524701,0.015797744],"study_design_scores_gemma":[0.000008955325,0.000032821998,0.000009043379,0.000046922392,0.000010796253,2.0440251e-7,0.056921218,0.00002107942,0.000053818254,0.06452714,0.87831557,0.00005241925],"about_ca_topic_score_codex":0.00010352029,"about_ca_topic_score_gemma":0.000093694776,"teacher_disagreement_score":0.9561399,"about_ca_system_score_codex":0.0000809308,"about_ca_system_score_gemma":0.00008789982,"threshold_uncertainty_score":0.9511572},"labels":[],"label_agreement":null},{"id":"W853611075","doi":"","title":"Commentary on Fields","year":2007,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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 Windsor","funders":"","keywords":"Computer science","score_opus":0.127607240457959,"score_gpt":0.4288042525882745,"score_spread":0.30119701213031547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W853611075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8774751,0.00006611578,0.0020599226,0.041685298,0.00021039444,0.0002194159,0.00002171755,0.000058756865,0.07820332],"genre_scores_gemma":[0.98663193,0.00010134874,0.00457076,0.002343163,0.00017992275,1.2535432e-7,0.000009501804,0.0000112669895,0.00615198],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967343,0.0013626718,0.00014701691,0.00027740974,0.00093732413,0.0005412722],"domain_scores_gemma":[0.99733096,0.0017095283,0.000117547264,0.0002786794,0.00021435712,0.00034893426],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011132595,0.00011826716,0.00021046882,0.00023911223,0.0014152175,0.000026404563,0.00060664583,0.00030208213,0.0012112327],"category_scores_gemma":[0.0007834709,0.00014268879,0.00016312562,0.0004905067,0.0011531262,0.0004120381,0.00016797763,0.0007586798,0.00015682064],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032548446,0.0012034004,0.28688526,0.00022558839,0.0004548618,0.00048221738,0.30515912,0.000030277666,0.0061120763,0.2420966,0.066008866,0.088086866],"study_design_scores_gemma":[0.0021366086,0.0006994884,0.23852575,0.00019817933,0.000056645626,0.0000016996189,0.10486491,0.000009106214,0.0032122128,0.033077262,0.61654156,0.00067658897],"about_ca_topic_score_codex":0.0018499057,"about_ca_topic_score_gemma":0.007388665,"teacher_disagreement_score":0.5505327,"about_ca_system_score_codex":0.00024581552,"about_ca_system_score_gemma":0.000117594376,"threshold_uncertainty_score":0.9998848},"labels":[],"label_agreement":null},{"id":"W855591975","doi":"","title":"Networking the field : fuzzy groups, fieldwork and the value of comparison","year":2011,"lang":"en","type":"article","venue":"MPG.PuRe (Max Planck Society)","topic":"Qualitative Research Methods and Ethics","field":"Social 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":"Field (mathematics); Value (mathematics); Fuzzy logic; Computer science; Geography; Mathematics; Artificial intelligence; Statistics","score_opus":0.16728487693459546,"score_gpt":0.45118244292619847,"score_spread":0.283897565991603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W855591975","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":[0.102110825,0.02499475,0.03379979,0.13875726,0.004619833,0.0027011978,0.000030142748,0.00023335294,0.69275284],"genre_scores_gemma":[0.98556703,0.0028405318,0.006103544,0.0031196582,0.0013682994,0.000032023545,0.0000026277335,0.0000148088875,0.00095148536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965598,0.0020686574,0.000269012,0.0001905096,0.00050344126,0.00040859086],"domain_scores_gemma":[0.9902133,0.009213126,0.00015504952,0.00024158708,0.00009480968,0.00008215984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008591288,0.0001157336,0.00027499752,0.000012784928,0.0009934716,0.000068617745,0.000466254,0.00023528526,0.00009981654],"category_scores_gemma":[0.0010629984,0.000065188586,0.00018872585,0.00033008767,0.0016609224,0.000083472776,0.000101816026,0.00076412084,0.0000038931216],"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":[0.00008511517,0.000032558008,0.011089214,0.000043925927,0.00010640054,9.911696e-7,0.2842311,0.0000049416735,0.000010251036,0.64333016,0.051511392,0.009553959],"study_design_scores_gemma":[0.0009874781,0.0001716477,0.004689314,0.0001537495,0.00008285793,9.911815e-7,0.14114223,0.0005438018,0.00012886817,0.49356157,0.3582319,0.0003055705],"about_ca_topic_score_codex":0.0026220398,"about_ca_topic_score_gemma":0.00089538976,"teacher_disagreement_score":0.8834562,"about_ca_system_score_codex":0.000019629975,"about_ca_system_score_gemma":0.00009850735,"threshold_uncertainty_score":0.7641081},"labels":[],"label_agreement":null},{"id":"W860933141","doi":"10.46743/2160-3715/2014.1106","title":"On the Inside Looking In: Methodological Insights and Challenges in Conducting Qualitative Insider Research","year":2014,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":470,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Insider; Qualitative research; Narrative; Principal (computer security); Sociology; Relation (database); Process (computing); Trustworthiness; Epistemology; Psychology; Public relations; Social psychology; Engineering ethics; Political science; Social science; Computer science","score_opus":0.9433235840952757,"score_gpt":0.7296814782911369,"score_spread":0.21364210580413878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W860933141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7867995,0.0033796981,0.00089387293,0.12502944,0.00013035475,0.00095450453,0.000001695815,0.00003823996,0.08277271],"genre_scores_gemma":[0.99234325,0.0027865348,0.003635818,0.0004934563,0.00015580612,0.00018892891,0.0000013747158,0.000023016424,0.00037179925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.75820154,0.2372716,0.0009295012,0.00075334887,0.0019482373,0.0008957776],"domain_scores_gemma":[0.6790623,0.31880778,0.0004186489,0.0006369909,0.0008788688,0.00019542965],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.354712,0.0002307564,0.00056987384,0.00038853672,0.0012002484,0.000116296,0.00047313867,0.00025067598,0.00004095159],"category_scores_gemma":[0.24570519,0.00012724314,0.00008082363,0.0012017986,0.005887271,0.00028307564,0.0002597842,0.0023624075,0.000018231],"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":[0.00004198954,0.000033312055,0.000022625876,0.000021801228,0.000014664719,0.000033212244,0.4961307,0.0000037208783,0.00007527155,0.4994514,0.000029467006,0.0041418243],"study_design_scores_gemma":[0.00013258663,0.00013482501,0.00060948194,0.000110112924,0.000001803364,0.0000039566194,0.4991738,0.000019514386,0.00008297092,0.49615875,0.003465973,0.00010621958],"about_ca_topic_score_codex":0.004886669,"about_ca_topic_score_gemma":0.007561144,"teacher_disagreement_score":0.20554379,"about_ca_system_score_codex":0.0002660531,"about_ca_system_score_gemma":0.0003774957,"threshold_uncertainty_score":0.9999392},"labels":[],"label_agreement":null},{"id":"W88431714","doi":"10.1177/160940690900800204","title":"Learning to Think Qualitatively: Experiences of Graduate Students Conducting Qualitative Health Research","year":2009,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":24,"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; Montreal General Hospital; McMaster University; Université de Montréal","funders":"","keywords":"Honor; Qualitative research; Feeling; Humility; Graduate students; Psychology; Medical education; Pedagogy; Mathematics education; Sociology; Social psychology; Medicine; Computer science; Social science; Political science","score_opus":0.9610566714214468,"score_gpt":0.8342707177504582,"score_spread":0.12678595367098855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W88431714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6590504,0.001106473,0.27783492,0.0567636,0.0014473653,0.0006507987,0.000021682481,0.000035077748,0.0030896687],"genre_scores_gemma":[0.5072756,0.00041756654,0.49049956,0.00064121356,0.00040599247,0.000017061453,0.0000027647177,0.000019199872,0.00072102767],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7076341,0.27814078,0.0029261666,0.00058749114,0.00957479,0.0011366726],"domain_scores_gemma":[0.93264276,0.05175402,0.0020025868,0.00019028004,0.012725446,0.0006849269],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.39744592,0.00026863586,0.0009908045,0.0014758715,0.000834421,0.00024782016,0.0020513944,0.0001463283,0.00013141557],"category_scores_gemma":[0.1414568,0.00023305307,0.00034945985,0.0016985043,0.0023895835,0.0009438202,0.00020905923,0.0020380067,0.000012821955],"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":[0.00031768484,0.00023788409,0.00001230352,0.000019331683,0.00024164289,0.000010545913,0.82944643,0.000027343433,0.0017436376,0.093178265,0.00060113793,0.074163795],"study_design_scores_gemma":[0.0005123197,0.0022309592,0.00017401941,0.00036918864,0.000006775864,0.0000033493086,0.8281154,0.000008175077,0.0022794295,0.16357496,0.0025398266,0.00018559849],"about_ca_topic_score_codex":0.0010904762,"about_ca_topic_score_gemma":0.000045042285,"teacher_disagreement_score":0.25598913,"about_ca_system_score_codex":0.00078345725,"about_ca_system_score_gemma":0.0016650608,"threshold_uncertainty_score":0.9503628},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W96278374","doi":"10.15173/nexus.v14i1.171","title":"The Politics of Identity in Lesbian and Gay Anthropology","year":2000,"lang":"en","type":"article","venue":"NEXUS The Canadian Student Journal of Anthropology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Lesbian; Queer; Gender studies; Heterosexism; Identity (music); Sociology; Sexual identity; Politics; Identity politics; Sexual orientation; Psychoanalysis; Human sexuality; Psychology; Political science; Aesthetics; Law","score_opus":0.11164721437200095,"score_gpt":0.5398380616475864,"score_spread":0.42819084727558543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W96278374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7214599,0.0069776587,0.00012435508,0.24526668,0.0011370217,0.0002756603,0.000021661082,0.0000033514032,0.02473368],"genre_scores_gemma":[0.9853143,0.013252788,0.00011183903,0.00041752972,0.00022949459,0.0000011587422,2.0667242e-7,0.0000067952233,0.0006658564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9947425,0.0035660437,0.00048244317,0.00010337822,0.0005007129,0.0006049129],"domain_scores_gemma":[0.9972469,0.0017526869,0.00020028993,0.00015209788,0.0003163971,0.0003315911],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008467461,0.000087117725,0.00028692873,0.00017484858,0.0018858506,0.00008297162,0.00066963624,0.0001509611,0.0007513229],"category_scores_gemma":[0.0011250436,0.00005419881,0.00007084927,0.0003363962,0.016091123,0.00014759247,0.00003894904,0.0006404565,0.0000049232985],"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":[0.000036279576,0.00006402392,0.019153293,0.0000095586,0.00010154903,0.0001147642,0.09247763,0.000009539875,0.000016922215,0.86237603,0.0012197621,0.024420667],"study_design_scores_gemma":[0.00076654926,0.00073427235,0.05253409,0.000049040886,0.000042296397,0.00010321389,0.37294248,0.000009902018,0.000034982284,0.23608588,0.3365288,0.00016847748],"about_ca_topic_score_codex":0.5542409,"about_ca_topic_score_gemma":0.9656568,"teacher_disagreement_score":0.62629014,"about_ca_system_score_codex":0.00034557295,"about_ca_system_score_gemma":0.0017623832,"threshold_uncertainty_score":0.99941355},"labels":[],"label_agreement":null}]}