{"meta":{"query_hash":"2a23dc9951b2","filters":{"venue":"Qualitative Research Journal"},"cohort_total":41,"direct_labels_cover":1,"predictions_cover":41,"exported":41,"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/2a23dc9951b2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Qualitative+Research+Journal"},"results":[{"id":"W1505733966","doi":"10.1108/qrj-11-2013-0069","title":"Policy archaeology: digging into special education policy in Ontario, 1965-1978","year":2015,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Evaluation and Performance Assessment","field":"Decision 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":"Emmanuel Bible College","funders":"","keywords":"Context (archaeology); Situated; Narrative; Originality; Metaphor; Sociology; Disability studies; Stakeholder; Interpretation (philosophy); Special education; Value (mathematics); Inclusion (mineral); Discourse analysis; Social science; Epistemology; Pedagogy; Linguistics; Archaeology; Law; History; Political science; Gender studies; Qualitative research","score_opus":0.5984695695505742,"score_gpt":0.6960827621453781,"score_spread":0.09761319259480394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505733966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7692556,0.00015781875,0.0014245327,0.07837441,0.0008696516,0.0004002507,0.0000035880635,0.000011915157,0.14950226],"genre_scores_gemma":[0.9682542,0.00006963339,0.004943052,0.0006915851,0.005814605,0.0000424604,0.000007368407,0.000012641241,0.020164438],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98451483,0.008031417,0.001083051,0.00039176087,0.0052142767,0.0007646399],"domain_scores_gemma":[0.9922346,0.0032135902,0.00033464754,0.00038785834,0.0030974708,0.0007318631],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.06891281,0.00015585957,0.00032784112,0.0045039034,0.0004030052,0.00049239484,0.0009758364,0.00009310859,0.0017447156],"category_scores_gemma":[0.030176021,0.00011770745,0.000098835786,0.002972423,0.00062871294,0.001132878,0.0003154848,0.0016626229,0.0009930221],"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":[0.00021008874,0.00019263437,0.045679826,0.000004021415,0.000017384322,0.000013784593,0.58003855,0.00013204354,0.000055033288,0.21408859,0.0198571,0.13971092],"study_design_scores_gemma":[0.00069034914,0.0003072235,0.033120357,0.000040195562,9.829124e-7,0.00003806743,0.14519563,0.0001299026,0.000025534544,0.66507185,0.1552684,0.00011151054],"about_ca_topic_score_codex":0.07269622,"about_ca_topic_score_gemma":0.16516453,"teacher_disagreement_score":0.45098326,"about_ca_system_score_codex":0.003416797,"about_ca_system_score_gemma":0.035493627,"threshold_uncertainty_score":0.9997848},"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":"W1850958693","doi":"10.1108/qrj-06-2015-0037","title":"Seen and unseen: using video data in ethnographic fieldwork","year":2015,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Participatory Visual Research Methods","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":"Canadian Sleep Society; Brock University","funders":"","keywords":"The arts; Originality; Visual arts; Sociology; Context (archaeology); Meaning (existential); Ethnography; Value (mathematics); Psychology; Qualitative research; Social science; Art; Computer science; History","score_opus":0.9822829398313414,"score_gpt":0.8438114514624389,"score_spread":0.13847148836890255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1850958693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97835106,0.003064296,0.0044760425,0.0060361875,0.00016419684,0.0003719701,0.00001550296,0.000019634059,0.00750114],"genre_scores_gemma":[0.98340136,0.00065747113,0.014967422,0.00007625523,0.00046084137,0.000011327456,0.0000022029492,0.000017895312,0.00040524045],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9525251,0.04282912,0.0004029509,0.00035376163,0.0027457979,0.0011433206],"domain_scores_gemma":[0.9889522,0.008409594,0.00009697026,0.0003918186,0.00095355575,0.0011958319],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16833778,0.00010431656,0.00024616224,0.0007653109,0.00090055057,0.00040454653,0.0009654401,0.00013469165,0.000096097334],"category_scores_gemma":[0.057303652,0.00009397092,0.000032098524,0.001905425,0.0019851942,0.0011108018,0.0005253404,0.0018171234,0.000019947569],"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":[0.0003740179,0.00022041786,0.039464667,0.000040994648,0.000092224735,0.00033249208,0.9011038,0.000022668779,0.0008545605,0.024488334,0.008631888,0.024373967],"study_design_scores_gemma":[0.0012585439,0.00041199639,0.0036229198,0.00027744513,0.000008427687,0.000017205497,0.78310955,0.001820721,0.000087698805,0.16045466,0.04864072,0.00029011563],"about_ca_topic_score_codex":0.0044556498,"about_ca_topic_score_gemma":0.0023072187,"teacher_disagreement_score":0.13596633,"about_ca_system_score_codex":0.00034181395,"about_ca_system_score_gemma":0.002311051,"threshold_uncertainty_score":0.9506371},"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":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W1978941343","doi":"10.1108/qrj-12-2012-0034","title":"The Googled ethnographer","year":2013,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Focus Groups and Qualitative Methods","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":"University of Sydney; Australian Catholic University","keywords":"Sociology; Originality; Ethnography; Scrutiny; Agency (philosophy); Value (mathematics); Publishing; Work (physics); The Internet; Participant observation; Public relations; Information and Communications Technology; Project commissioning; Social science; Epistemology; Qualitative research; Engineering ethics; Political science; Computer science","score_opus":0.48441806485682065,"score_gpt":0.679198817157069,"score_spread":0.19478075230024833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978941343","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21455416,0.0074888756,0.013892678,0.15801892,0.001355916,0.0017463677,0.000008169862,0.000110034634,0.60282487],"genre_scores_gemma":[0.86338985,0.0030013993,0.031156799,0.00050818204,0.0018724498,0.00033527453,0.0000020100751,0.00006589394,0.09966814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9500379,0.046131365,0.0004160637,0.00019057919,0.002100362,0.0011237544],"domain_scores_gemma":[0.9793585,0.017054232,0.00015348611,0.00020911152,0.0027039452,0.00052075356],"candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.08704797,0.00011560907,0.00017652911,0.00021972075,0.007370038,0.0011523479,0.000762327,0.00009364821,0.002460532],"category_scores_gemma":[0.011873074,0.00006766201,0.00017305133,0.0012699619,0.0039044092,0.00059377827,0.0000818892,0.0015340563,0.00081860565],"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":[0.000020436482,0.00003704893,0.00008444523,0.0000024536469,0.000057737827,0.0000037212208,0.40348676,2.4904674e-7,0.00032557987,0.41443714,0.106189154,0.075355284],"study_design_scores_gemma":[0.0001334311,0.00009828375,0.0006075582,0.000010874847,0.0000013981838,0.000001305143,0.43449914,0.0000052587834,0.000020107942,0.29137796,0.27317744,0.00006722877],"about_ca_topic_score_codex":0.0027000906,"about_ca_topic_score_gemma":0.0005289966,"teacher_disagreement_score":0.64883566,"about_ca_system_score_codex":0.00020355148,"about_ca_system_score_gemma":0.00044458968,"threshold_uncertainty_score":0.99995935},"labels":[],"label_agreement":null},{"id":"W1987903117","doi":"10.1108/14439881211222778","title":"Gender typing in stepmothers: a phenomenological analysis","year":2012,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Work-Family Balance Challenges","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 Ottawa","funders":"","keywords":"Stepfamily; Originality; Context (archaeology); Identification (biology); Interpretative phenomenological analysis; Scope (computer science); Qualitative research; Value (mathematics); Psychology; Phenomenology (philosophy); Sociology; Social psychology; Epistemology; Social science; Computer science","score_opus":0.4830698635038961,"score_gpt":0.585269094442127,"score_spread":0.10219923093823097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987903117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86294067,0.008396622,0.0011973246,0.0018590259,0.00013043103,0.00019878816,0.000003237166,0.00003055066,0.12524338],"genre_scores_gemma":[0.995385,0.001974613,0.0011914327,0.000043960412,0.0006188279,0.000016909218,8.1382797e-7,0.000010012242,0.0007584108],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9857407,0.011291533,0.00031522673,0.00018680036,0.0011749195,0.0012908123],"domain_scores_gemma":[0.9964512,0.0025464012,0.000100660865,0.00013367458,0.00036528407,0.00040280205],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.036165494,0.00009890403,0.00027369746,0.0009086039,0.00064143393,0.00015597165,0.00042141997,0.00012294602,0.0016628038],"category_scores_gemma":[0.0025762285,0.00008181287,0.00012487583,0.0024734263,0.0007563174,0.0005735447,0.000074837866,0.0011683576,0.00013543451],"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":[0.00003843486,0.00018435196,0.071125194,0.0000052636883,0.00026349875,0.000006893922,0.89481914,0.00001057075,0.00004429558,0.029763315,0.0005344299,0.0032045972],"study_design_scores_gemma":[0.00022932811,0.000047386897,0.06183674,0.000019391558,0.000014205972,0.0000015248951,0.90650994,0.0000048929933,0.0000016835261,0.025629662,0.0055931136,0.000112136055],"about_ca_topic_score_codex":0.00028466628,"about_ca_topic_score_gemma":0.00064602896,"teacher_disagreement_score":0.13244438,"about_ca_system_score_codex":0.0008072072,"about_ca_system_score_gemma":0.00028063255,"threshold_uncertainty_score":0.9992498},"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":"W2007588175","doi":"10.3316/qrj0702002","title":"Gender‐specific differences in the psychosocial adjustment of parents of a child with duchenne muscular dystrophy (DMD) ‐ Two points of view for a shared experience","year":2007,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Family and Disability Support Research","field":"Psychology","cited_by":12,"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; Children's Hospital of Eastern Ontario","funders":"CHEO Research Institute","keywords":"Psychosocial; Duchenne muscular dystrophy; Psychology; Coping (psychology); Developmental psychology; Intervention (counseling); Clinical psychology; Psychotherapist; Medicine; Psychiatry","score_opus":0.32844778734801294,"score_gpt":0.5557256096852011,"score_spread":0.22727782233718818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007588175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923925,0.0021741681,0.0020344362,0.0005441898,0.00009326619,0.0011061996,0.00013054065,0.0000027044098,0.0015219897],"genre_scores_gemma":[0.99852526,0.00015534868,0.0009826252,0.000025356974,0.00010565351,0.00016055246,0.000011088355,0.000014404734,0.000019700483],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99172366,0.0039987015,0.0010546667,0.00037500096,0.002019471,0.0008284904],"domain_scores_gemma":[0.9947317,0.0031439601,0.00036256725,0.00042227408,0.0011596192,0.00017985742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015446202,0.0001763789,0.0005423414,0.00046281563,0.00018842542,0.000028285127,0.00082903984,0.00008589456,0.0006883928],"category_scores_gemma":[0.00080581795,0.00010903181,0.00021230712,0.0009984073,0.0015604221,0.00014608355,0.00006314994,0.00079639506,0.000004824885],"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":[0.009446923,0.0055189906,0.06803123,0.00061072526,0.00054705545,0.00007845338,0.8646961,0.0000016067652,0.0032463754,0.03317291,0.0017895743,0.012860084],"study_design_scores_gemma":[0.0036275769,0.0028779209,0.30445042,0.00033109484,0.00001118394,0.000035349738,0.6804547,0.000002465137,0.00064886134,0.007180101,0.00025265044,0.00012773565],"about_ca_topic_score_codex":0.00033395828,"about_ca_topic_score_gemma":0.00009908907,"teacher_disagreement_score":0.23641919,"about_ca_system_score_codex":0.000103457496,"about_ca_system_score_gemma":0.0002116911,"threshold_uncertainty_score":0.75374186},"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":"W2592250917","doi":"10.1108/qrj-12-2016-0073","title":"The role of triangulation in sensitive art-based research with children","year":2017,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Participatory Visual Research Methods","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 Ottawa","funders":"","keywords":"Triangulation; Originality; Participant observation; Narrative; Popularity; Qualitative research; Meaning (existential); Data collection; Value (mathematics); Diversity (politics); Psychology; Qualitative property; Narrative inquiry; Project commissioning; Sociology; Publishing; Social psychology; Computer science; Social science; Mathematics; Political science","score_opus":0.8792080343485051,"score_gpt":0.7871869005003749,"score_spread":0.09202113384813027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592250917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520703,0.00033299622,0.00064828095,0.0068899393,0.000044784843,0.0009701908,0.000012835543,0.00000856205,0.039022125],"genre_scores_gemma":[0.9973509,0.00012311316,0.0011133878,0.0000053749504,0.00022458399,0.000050233575,0.0000011176396,0.00001543655,0.0011158523],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.92793816,0.06470449,0.00045459325,0.00027622163,0.005205538,0.0014209974],"domain_scores_gemma":[0.9743754,0.020529483,0.00028933675,0.00048995815,0.003875189,0.00044058004],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.219151,0.00010144469,0.0002518112,0.00065619644,0.0070615713,0.00080833596,0.001111662,0.00010105837,0.00007213524],"category_scores_gemma":[0.07369845,0.00006658816,0.00007527306,0.0009020139,0.0076671895,0.0005785515,0.00015126036,0.0021309326,0.000043525277],"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":[0.006218177,0.0007531192,0.095989525,0.000023929213,0.0002816611,0.00015821659,0.5157755,0.00009901307,0.009500041,0.23713683,0.0027832072,0.1312808],"study_design_scores_gemma":[0.003043344,0.0018196284,0.27425602,0.00049866893,0.000007925736,0.0000057859274,0.5380621,0.0009445618,0.016149394,0.15119885,0.01373006,0.00028368284],"about_ca_topic_score_codex":0.0029661139,"about_ca_topic_score_gemma":0.0052759987,"teacher_disagreement_score":0.17826648,"about_ca_system_score_codex":0.00060266117,"about_ca_system_score_gemma":0.003414561,"threshold_uncertainty_score":0.9950334},"labels":[],"label_agreement":null},{"id":"W2789036700","doi":"10.1108/qrj-d-17-00052","title":"The complexity of Spivak’s project: a Marxist interpretation","year":2018,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Anthropological Studies and Insights","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 Windsor","funders":"","keywords":"Sociology; Marxist philosophy; Originality; Epistemology; Interpretation (philosophy); Materialism; Capitalism; Power (physics); Historical materialism; Value (mathematics); Subaltern; Bourgeoisie; Deconstruction (building); Subject (documents); Capital (architecture); Social science; Politics; Law; Philosophy","score_opus":0.5499188043764471,"score_gpt":0.6321538476594574,"score_spread":0.08223504328301023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789036700","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20967631,0.0023711578,0.007828629,0.05908953,0.00090705167,0.00092014205,0.000017148452,0.0000315755,0.7191585],"genre_scores_gemma":[0.99560547,0.00199874,0.00057562115,0.000036528418,0.0005432799,0.0000070459405,3.216433e-7,0.0000032815472,0.0012297208],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9931821,0.005058041,0.00027010086,0.00010307872,0.0009715311,0.00041510412],"domain_scores_gemma":[0.9959263,0.001914981,0.00013855076,0.00007651177,0.0018556452,0.00008800161],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.011759861,0.000052781485,0.0001231014,0.000063494466,0.0052549224,0.00013737695,0.00035703022,0.000038649665,0.00050240976],"category_scores_gemma":[0.004093235,0.000028063017,0.00007002126,0.00046393712,0.021092474,0.00014243643,0.0000724499,0.00040397214,0.00004382374],"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":[0.00016074559,0.00006420971,0.00006430051,0.0000036390832,0.000036903093,0.0000019061528,0.34337932,2.0646063e-8,0.00003504971,0.62012887,0.018093469,0.018031573],"study_design_scores_gemma":[0.00010652766,0.0008839399,0.0007159143,0.00002927212,0.0000017254097,8.921578e-7,0.6032182,0.000025734074,0.00005496227,0.21992306,0.17499815,0.000041650906],"about_ca_topic_score_codex":0.0029589548,"about_ca_topic_score_gemma":0.0039379844,"teacher_disagreement_score":0.78592914,"about_ca_system_score_codex":0.00016182284,"about_ca_system_score_gemma":0.0002323216,"threshold_uncertainty_score":0.9960401},"labels":[],"label_agreement":null},{"id":"W2911837265","doi":"10.1108/qrj-d-18-00015","title":"Experimenting with creativity, immigration, language, power, and technology: a research agencement","year":2019,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Innovative Education and Learning Practices","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 Ottawa","funders":"","keywords":"Originality; Creativity; Sociology; Hacker; Immigration; Power (physics); Value (mathematics); Publishing; Materialism; Affect (linguistics); Social science; Public relations; Engineering ethics; Media studies; Epistemology; Psychology; Social psychology; Engineering; Computer science; Political science; Law; Computer security","score_opus":0.2902107858441784,"score_gpt":0.6490335725465689,"score_spread":0.3588227867023905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911837265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9081784,0.00084094127,0.00017983651,0.028879944,0.000075524746,0.0003960793,0.0000010132999,0.000025099042,0.061423145],"genre_scores_gemma":[0.9807473,0.0001621614,0.001685362,0.00003961971,0.00013685766,0.000039065322,0.000001217312,0.000011842968,0.017176611],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98802555,0.008861957,0.00022959498,0.00026994012,0.0019422761,0.00067068526],"domain_scores_gemma":[0.99288434,0.0028776054,0.00016243535,0.00012673983,0.0037910547,0.0001578138],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.041800663,0.000087833156,0.00014196914,0.0010459145,0.002489413,0.0005939928,0.00028365944,0.000079386526,0.0017899363],"category_scores_gemma":[0.006307081,0.000068798065,0.000015490119,0.0028672044,0.001501569,0.00070086314,0.00009994283,0.0017127173,0.0001880651],"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":[0.000066437875,0.00013324752,0.007940445,0.0000115322855,0.000053214033,0.000013353975,0.82645226,3.8258483e-7,0.007863649,0.15041831,0.0039557223,0.0030914722],"study_design_scores_gemma":[0.00027195443,0.0005275248,0.0009382418,0.00010044645,0.0000014461727,0.0000082422775,0.92153907,0.0000035781104,0.0010118085,0.0028329804,0.07267461,0.00009011412],"about_ca_topic_score_codex":0.00078735675,"about_ca_topic_score_gemma":0.00019207083,"teacher_disagreement_score":0.14758533,"about_ca_system_score_codex":0.00027242966,"about_ca_system_score_gemma":0.0012309509,"threshold_uncertainty_score":0.99912256},"labels":[],"label_agreement":null},{"id":"W2912479365","doi":"10.1108/qrj-03-2016-0015","title":"<i>Going local</i> in downtown Kingston, Jamaica","year":2016,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","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":"","keywords":"Downtown; Politics; Sociology; Originality; Ethnography; Value (mathematics); Qualitative research; Focus group; Perspective (graphical); Informal sector; Public relations; Element (criminal law); Social exclusion; Participant observation; Social science; Gender studies; Economic growth; Political science; Law; Economics; Anthropology","score_opus":0.1921980512950569,"score_gpt":0.4435574723280786,"score_spread":0.25135942103302167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912479365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67015016,0.012979434,0.20186155,0.020001782,0.0007290124,0.0005236413,0.00015443626,0.00004043659,0.093559556],"genre_scores_gemma":[0.9927917,0.0029225342,0.000853272,0.00018432879,0.0002472195,0.000018683158,0.0000012693472,0.000026121112,0.002954878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971062,0.0004673123,0.000943472,0.00040598295,0.00020098107,0.0008760846],"domain_scores_gemma":[0.9982374,0.00078275835,0.0003094826,0.00024038693,0.00024945007,0.00018056425],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.014351429,0.00014959264,0.0004096431,0.00090641354,0.00041849518,0.00010670361,0.00044862507,0.0001384614,0.0010922947],"category_scores_gemma":[0.0017422966,0.00011854365,0.00012730995,0.0008148524,0.00043187267,0.0006092367,0.00019587732,0.0008058816,0.002374291],"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":[0.00024996194,0.0002572589,0.011553803,0.00004163451,0.00003404963,0.00018462542,0.026187658,0.000005183002,0.007150745,0.85021716,0.02284357,0.081274346],"study_design_scores_gemma":[0.002044131,0.00039917632,0.010396369,0.0006182727,9.398438e-7,0.000046070447,0.0036485337,0.00004446041,0.001880928,0.65996164,0.32055637,0.00040308945],"about_ca_topic_score_codex":0.00027668301,"about_ca_topic_score_gemma":0.00007067543,"teacher_disagreement_score":0.32264155,"about_ca_system_score_codex":0.0006982023,"about_ca_system_score_gemma":0.00012902688,"threshold_uncertainty_score":0.9998208},"labels":[],"label_agreement":null},{"id":"W2933338279","doi":"10.1108/qrj-d-18-00023","title":"Storytelling as a portal to deeper wisdom in the curriculum studies of education and nursing","year":2019,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Empathy and Medical Education","field":"Medicine","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 Calgary","funders":"","keywords":"Storytelling; Curriculum; Narrative; Pedagogy; Sociology; Bridge (graph theory); Psychology; Medicine","score_opus":0.1797634266392218,"score_gpt":0.6031505715732206,"score_spread":0.4233871449339988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2933338279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836977,0.0052474523,0.000048613478,0.007850543,0.00021304666,0.00036835214,4.4244527e-7,0.000001659668,0.0025722072],"genre_scores_gemma":[0.9976949,0.00050816336,0.000954784,0.00023099799,0.00021175879,0.000016375663,0.0000016293776,0.000005554966,0.00037582527],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99748,0.0011577082,0.00026710323,0.00011852019,0.0007612483,0.0002154157],"domain_scores_gemma":[0.9978571,0.0010479874,0.00007005447,0.000098161785,0.00075461384,0.00017207714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008022527,0.00005867539,0.00018056037,0.0003225515,0.00009702052,0.000016137952,0.00007211486,0.000033995053,0.00006900037],"category_scores_gemma":[0.0044984096,0.000035855366,0.00003205948,0.0004049963,0.00025514394,0.000106615385,0.000012300302,0.0006574069,0.000021154789],"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":[0.000090395915,0.0005705334,0.002086457,0.00010732423,0.000031972242,0.00000840218,0.97002745,0.0000012968266,0.0007770919,0.004372032,0.0025344687,0.019392602],"study_design_scores_gemma":[0.00037968476,0.0007086538,0.0070153745,0.001557457,0.000011286835,0.00017294842,0.9783276,0.000007687661,0.00016438913,0.011130366,0.00048595393,0.00003864221],"about_ca_topic_score_codex":0.00006450232,"about_ca_topic_score_gemma":0.000006536706,"teacher_disagreement_score":0.01935396,"about_ca_system_score_codex":0.00014207768,"about_ca_system_score_gemma":0.00078508013,"threshold_uncertainty_score":0.5385341},"labels":[],"label_agreement":null},{"id":"W2948109284","doi":"10.1108/qrj-12-2018-0014","title":"The case for a Chinese methodology in educational research","year":2019,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Global Education and Multiculturalism","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 Alberta","funders":"","keywords":"Sociology; Originality; China; Epistemology; Obligation; Chinese culture; Harmony (color); Chinese philosophy; Value (mathematics); Social science; Law; Political science; Qualitative research","score_opus":0.7298768088493821,"score_gpt":0.7420658928684883,"score_spread":0.012189084019106233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948109284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85607266,0.000773686,0.000018829049,0.12403015,0.0008834986,0.0009019863,0.000008289845,0.0000038298845,0.01730708],"genre_scores_gemma":[0.9695234,0.00028497423,0.0037672806,0.00010354744,0.00069310196,0.00017541743,0.0000030198921,0.000008060882,0.025441203],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9716547,0.026010605,0.00030805412,0.00019716559,0.00096975133,0.0008597214],"domain_scores_gemma":[0.9406406,0.054746754,0.00007334763,0.00014078838,0.004120734,0.00027777225],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09282615,0.00006874878,0.00013501545,0.00033328772,0.0027949067,0.00036768417,0.00047404287,0.00008315854,0.00062882766],"category_scores_gemma":[0.07733332,0.00004145604,0.00007706668,0.0011727567,0.0010635457,0.00025720787,0.00005924236,0.0010998446,0.0002234035],"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":[0.00009717843,0.000091312664,0.00032011414,0.000009335966,0.0000177871,0.000014705402,0.6254094,0.000002683417,0.00016883572,0.3401779,0.031068098,0.0026226547],"study_design_scores_gemma":[0.00036386892,0.00010269467,0.0011427605,0.000016444654,6.721488e-7,0.000093260656,0.68173456,0.000018150191,0.0000038073292,0.11677026,0.19970065,0.000052867756],"about_ca_topic_score_codex":0.0064775045,"about_ca_topic_score_gemma":0.0130514605,"teacher_disagreement_score":0.22340764,"about_ca_system_score_codex":0.00065891066,"about_ca_system_score_gemma":0.0018443109,"threshold_uncertainty_score":0.9985033},"labels":[],"label_agreement":null},{"id":"W2948933620","doi":"10.1108/qrj-03-2019-0030","title":"Creative nonfiction and narrative inquiry","year":2019,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Participatory Visual Research Methods","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":"Queen's University","funders":"","keywords":"Narrative; Subject (documents); Sociology; Identity (music); Context (archaeology); Theme (computing); Power (physics); TRACE (psycholinguistics); Creative writing; Value (mathematics); Narrative inquiry; Aesthetics; Epistemology; Social psychology; Psychology; Literature; Art; History; Linguistics; Philosophy","score_opus":0.8892926231322156,"score_gpt":0.8048034638460704,"score_spread":0.0844891592861452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948933620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363014,0.00043084138,0.0015148973,0.0029445288,0.0002789284,0.00052342383,0.0000032165044,0.000024664168,0.05797809],"genre_scores_gemma":[0.98780817,0.0005215272,0.00212385,0.000050675404,0.0005328952,0.000039461003,9.108708e-7,0.00001731873,0.008905223],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9577877,0.038187724,0.0003168084,0.00031183122,0.0024209605,0.00097499584],"domain_scores_gemma":[0.9900282,0.007043485,0.00012563661,0.00015004142,0.0019030215,0.00074962503],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06669364,0.00012061835,0.00025692335,0.0005145577,0.0023250533,0.00039950502,0.00031174018,0.00011872401,0.0021698405],"category_scores_gemma":[0.017397031,0.00010353616,0.000067309804,0.0009348483,0.0025273298,0.000969081,0.000120559125,0.0015196619,0.00033987506],"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":[0.00016183332,0.00006499734,0.0009618337,0.0000124581575,0.000057443838,0.000015433405,0.9224958,0.0000018532052,0.0021835202,0.065085694,0.0026311015,0.006328027],"study_design_scores_gemma":[0.00046278498,0.0006498776,0.0033153594,0.000074953736,0.000003012236,0.0000054537522,0.93112063,0.00005318905,0.00041739558,0.03603155,0.027739415,0.00012637129],"about_ca_topic_score_codex":0.0006651964,"about_ca_topic_score_gemma":0.00013682734,"teacher_disagreement_score":0.05150673,"about_ca_system_score_codex":0.0005876322,"about_ca_system_score_gemma":0.001200383,"threshold_uncertainty_score":0.9989738},"labels":[],"label_agreement":null},{"id":"W2967014506","doi":"10.1108/qrj-02-2019-0020","title":"A dramatic collage: becoming pedagogical through collaborative playbuilding","year":2019,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Theatre and Performance Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Process (computing); Citizen journalism; Drama; The arts; Mathematics education; Pedagogy; Participatory action research; Sociology; Teacher education; Psychology; Computer science; Visual arts; Art","score_opus":0.44126978602197553,"score_gpt":0.5515976626117236,"score_spread":0.11032787658974808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967014506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75488424,0.0015313223,0.000077502,0.0029356866,0.00055435917,0.00043746954,0.000047593057,0.00003247531,0.23949936],"genre_scores_gemma":[0.9732324,0.0004002342,0.00068610895,0.00016153182,0.0011548232,0.000031204163,0.000004153383,0.000025755977,0.024303779],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99563104,0.0019224586,0.00045726058,0.00023508954,0.0010366404,0.0007175312],"domain_scores_gemma":[0.9957223,0.0025841722,0.00015614348,0.00015834409,0.0012498859,0.00012917447],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0052859536,0.0001898682,0.00039302665,0.0002490427,0.002043107,0.0007403843,0.00030916676,0.00004849899,0.006822498],"category_scores_gemma":[0.00044671356,0.00013413631,0.000115327006,0.00025427056,0.0007127757,0.0009435195,0.00012932452,0.0010524977,0.0011315129],"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":[0.00012536907,0.000060220744,0.00010699471,0.000060306196,0.00013578087,0.000017033957,0.7654943,0.0000073308183,0.00013931305,0.21909338,0.014111603,0.0006484029],"study_design_scores_gemma":[0.0006714274,0.00065251417,0.0000292888,0.00018758132,0.000008689115,0.00001574544,0.7275567,0.00003082776,0.00009878228,0.035336006,0.23524435,0.00016806506],"about_ca_topic_score_codex":0.00007666172,"about_ca_topic_score_gemma":0.00016615415,"teacher_disagreement_score":0.22113274,"about_ca_system_score_codex":0.00018166211,"about_ca_system_score_gemma":0.0002885346,"threshold_uncertainty_score":0.99964625},"labels":[],"label_agreement":null},{"id":"W2970934164","doi":"10.1108/qrj-02-2019-0023","title":"The Supermodel Astronaut Challenge: traversing frames of mind","year":2019,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Sociology; Aesthetics; Pledge; Pedagogy; Law; Political science; Art","score_opus":0.26701379841728756,"score_gpt":0.48943972541518405,"score_spread":0.22242592699789648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970934164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7214348,0.0015891173,0.00022891635,0.018868813,0.0007658926,0.00030384873,0.0000144446085,0.0000066468156,0.25678757],"genre_scores_gemma":[0.9701771,0.00017918399,0.00039829637,0.000026619364,0.00023730082,0.000004543872,0.000001714386,0.000008641206,0.028966608],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99762905,0.0008994263,0.0002849492,0.00010126725,0.00075897446,0.00032633028],"domain_scores_gemma":[0.99757695,0.0013206815,0.000083299696,0.00011283761,0.00080542284,0.000100815174],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0046942458,0.00006967647,0.00011840018,0.00014431021,0.00092329487,0.00019385018,0.00021670685,0.00002153297,0.0043128664],"category_scores_gemma":[0.00021175058,0.000043201806,0.00006612868,0.000043274154,0.00055516744,0.00019759093,0.000038770784,0.000508252,0.00034028155],"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":[0.000043286578,0.000059297035,0.00003011876,0.000012151104,0.00004914626,7.351654e-7,0.6646806,0.0000024919345,0.000042726424,0.31560048,0.008213661,0.01126531],"study_design_scores_gemma":[0.00022347846,0.00019093364,0.0001300122,0.000055411652,0.0000017158628,0.0000028594384,0.6888719,0.000054477598,0.00009011338,0.032785423,0.2775352,0.000058469395],"about_ca_topic_score_codex":0.00001680645,"about_ca_topic_score_gemma":0.000031715306,"teacher_disagreement_score":0.28281507,"about_ca_system_score_codex":0.00008598853,"about_ca_system_score_gemma":0.00040257964,"threshold_uncertainty_score":0.99659735},"labels":[],"label_agreement":null},{"id":"W3000544261","doi":"10.1108/qrj-07-2019-0056","title":"What a highly controversial ethnography says about tensions, problematizations and inequality in contemporary ethnographic practice and regulation","year":2019,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Contemporary Sociological Theory and Practice","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; Underclass; Mainstream; Originality; Privilege (computing); Autoethnography; Value (mathematics); Participant observation; Critical ethnography; Epistemology; Gender studies; Social science; Law; Qualitative research; Anthropology; Political science","score_opus":0.3304076473031348,"score_gpt":0.5516760027199419,"score_spread":0.22126835541680706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000544261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89015424,0.015566371,0.00037709888,0.06618888,0.00035723552,0.0016706015,0.00001618552,0.0000443491,0.025625011],"genre_scores_gemma":[0.9910029,0.0073004235,0.00067321124,0.0004392824,0.00011089589,0.000023007888,0.0000073604633,0.000009224363,0.000433652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9628849,0.03470994,0.000587356,0.0003427309,0.001026406,0.00044868994],"domain_scores_gemma":[0.9706354,0.027320394,0.00041071948,0.00015617635,0.0011576116,0.00031971012],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06021867,0.00014204328,0.0003439249,0.0005589691,0.001418648,0.0007093612,0.00018568258,0.00023695898,0.0001076969],"category_scores_gemma":[0.019678727,0.00012031855,0.000076248005,0.0012843653,0.0015905281,0.0054825447,0.000098462726,0.0016099816,0.000012381079],"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":[0.0011309927,0.00021255157,0.014108308,0.00007057856,0.00011521956,0.00003304211,0.4656363,0.0000040522877,0.00047658777,0.51373976,0.0013188449,0.0031537183],"study_design_scores_gemma":[0.001394311,0.0004190426,0.009375508,0.00035876303,0.0000102938175,0.000011833637,0.70524234,0.000035284695,0.000004700485,0.237391,0.04557111,0.00018583666],"about_ca_topic_score_codex":0.0008413081,"about_ca_topic_score_gemma":0.00018707463,"teacher_disagreement_score":0.27634877,"about_ca_system_score_codex":0.000077918565,"about_ca_system_score_gemma":0.0005196321,"threshold_uncertainty_score":0.9998814},"labels":[],"label_agreement":null},{"id":"W3037763684","doi":"10.1108/qrj-10-2019-0078","title":"Something is happening: encountering silence in disability research","year":2020,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Disability Rights and Representation","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; Brock University","funders":"","keywords":"Silence; Originality; Framing (construction); Sociology; Qualitative research; Meaning (existential); Value (mathematics); Happening; Project commissioning; Epistemology; Psychology; Publishing; Social science; Aesthetics; Computer science; Political science; History","score_opus":0.6768630245745763,"score_gpt":0.6818857739340363,"score_spread":0.00502274935946001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037763684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8395832,0.00027830654,0.0006021983,0.12759778,0.00013626118,0.0005686422,0.000008363465,0.00002912501,0.031196084],"genre_scores_gemma":[0.99770516,0.00027149683,0.00078293565,0.00011460142,0.00058496324,0.00002229463,0.000001002138,0.000012582316,0.0005049439],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9744228,0.01942822,0.0005878201,0.0005000143,0.0039174072,0.0011437226],"domain_scores_gemma":[0.9910776,0.0067012967,0.00009229567,0.00019682622,0.0012878318,0.00064417615],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06441273,0.000109234395,0.00024503807,0.00025053945,0.0022729626,0.0007627973,0.00079562725,0.00011863628,0.0016212724],"category_scores_gemma":[0.01726202,0.00008787188,0.00010606042,0.0021529926,0.004950592,0.0012165238,0.00023420628,0.0026520952,0.00016369397],"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":[0.00010964252,0.00015291097,0.006865843,0.000054759337,0.000014782203,0.000027771956,0.9528373,0.000015759922,0.00124236,0.028622942,0.0020671657,0.007988783],"study_design_scores_gemma":[0.00031318056,0.00019992559,0.001969816,0.00012863989,0.0000012658124,0.0000016269421,0.79496217,0.00027650926,0.00037351405,0.18802477,0.013620112,0.00012843564],"about_ca_topic_score_codex":0.0064862873,"about_ca_topic_score_gemma":0.0009142623,"teacher_disagreement_score":0.15940183,"about_ca_system_score_codex":0.00083229475,"about_ca_system_score_gemma":0.00075111125,"threshold_uncertainty_score":0.9996488},"labels":[],"label_agreement":null},{"id":"W3091989186","doi":"10.1108/qrj-07-2020-0085","title":"Exodus at home: a narrative introspection on what matters","year":2020,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Evaluation and Performance Assessment","field":"Decision 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":"Introspection; Narrative; Originality; Value (mathematics); Gestalt psychology; Sociology; Narrative inquiry; Epistemology; Empiricism; Psychology; Social psychology; Social science; Linguistics; Qualitative research; Computer science; Philosophy","score_opus":0.6847026402421811,"score_gpt":0.6916016732250665,"score_spread":0.006899032982885411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091989186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5893651,0.00022101363,0.0028187975,0.40341976,0.00061987876,0.00032591406,0.000009060616,0.000022055256,0.0031983743],"genre_scores_gemma":[0.9856895,0.00050416274,0.00063138985,0.006587537,0.0008963403,0.000031236577,0.000004695738,0.000018200193,0.0056369323],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9840817,0.0075601656,0.00075702963,0.00045663517,0.0066524628,0.0004919934],"domain_scores_gemma":[0.9916187,0.0049928343,0.00032154712,0.00025453427,0.002266628,0.0005457587],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.030349799,0.00014882891,0.00029057555,0.0005522021,0.0012319115,0.0016824398,0.0006346579,0.000059123213,0.012666728],"category_scores_gemma":[0.0063342745,0.00009914173,0.00013948555,0.0015966352,0.000343049,0.0018730523,0.0001717729,0.0011706351,0.004985388],"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":[0.0009976611,0.00008485781,0.0005194321,0.000008027505,0.00007149411,0.000040629162,0.60944766,0.00038733205,0.0026105493,0.0075802295,0.32930925,0.048942875],"study_design_scores_gemma":[0.0014410202,0.0026183506,0.003815038,0.00009834485,0.0000038310227,0.000041885993,0.834273,0.002845083,0.0014313842,0.05439658,0.09880596,0.0002295408],"about_ca_topic_score_codex":0.00000529954,"about_ca_topic_score_gemma":0.000015727446,"teacher_disagreement_score":0.39683223,"about_ca_system_score_codex":0.0006520928,"about_ca_system_score_gemma":0.0003654701,"threshold_uncertainty_score":0.9993539},"labels":[],"label_agreement":null},{"id":"W3166607081","doi":"10.1108/qrj-01-2021-0003","title":"Coproducing digital archives with 2SLGBTQ+ Atlantic Canadian youth amidst the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Participatory Visual Research Methods","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":"NSCAD University; University of Toronto; University of New Brunswick","funders":"","keywords":"Coproduction; Citizen journalism; Sociology; Public relations; Social media; Negotiation; Originality; Digital media; Participant observation; Participatory action research; Media studies; Political science; Social science; Qualitative research; Law","score_opus":0.883535614403114,"score_gpt":0.7384783001839028,"score_spread":0.1450573142192112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166607081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8669596,0.0014953596,0.010422652,0.052304428,0.00023452006,0.00091106765,0.00016927018,0.00009574745,0.06740738],"genre_scores_gemma":[0.993627,0.00041868663,0.00066241645,0.00041424076,0.0005495765,0.000022042783,0.0000118451435,0.000028134384,0.0042660246],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96385163,0.030304981,0.00039752538,0.00046988786,0.0029917504,0.0019841997],"domain_scores_gemma":[0.9800065,0.0150702335,0.00012999674,0.000406704,0.0011437002,0.0032428422],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.04481198,0.00017630546,0.00029102026,0.00048291055,0.005460022,0.0016450455,0.0009032658,0.000082187056,0.00043719192],"category_scores_gemma":[0.07409988,0.00011627731,0.00011476872,0.0017613663,0.004613185,0.0006120766,0.00015684994,0.0022468616,0.000098768876],"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":[0.00017686708,0.00008168325,0.049767274,0.000034256325,0.00017283566,0.00073144725,0.9150672,0.00003562302,0.00031145965,0.02594967,0.0018165408,0.0058551696],"study_design_scores_gemma":[0.0005276294,0.00024467145,0.0020545647,0.00010235099,0.000013939865,0.00013707507,0.87556595,0.000034935925,0.00006782357,0.030418318,0.09060362,0.00022914838],"about_ca_topic_score_codex":0.10306352,"about_ca_topic_score_gemma":0.28351521,"teacher_disagreement_score":0.18045169,"about_ca_system_score_codex":0.0016699297,"about_ca_system_score_gemma":0.024037428,"threshold_uncertainty_score":0.9993913},"labels":[],"label_agreement":null},{"id":"W4225143043","doi":"10.1108/qrj-01-2022-0007","title":"Community members speak –“Why are healthcare personnel subjected to disrespect and violence?”","year":2022,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Workplace Violence and Bullying","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":"Focus group; Health care; Public relations; Psychology; Sociology; Qualitative research; Nursing; Social psychology; Criminology; Political science; Medicine; Law; Social science","score_opus":0.2714575686081179,"score_gpt":0.5459969835743194,"score_spread":0.27453941496620143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225143043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9508804,0.000977358,0.00006741619,0.0453324,0.00017266281,0.00039866762,0.000052788877,0.00003622662,0.0020820631],"genre_scores_gemma":[0.9971337,0.00073458976,0.00032200437,0.0009198696,0.00028971097,0.00005815736,0.0000035901337,0.000018125318,0.00052027917],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9629928,0.033214126,0.00030781946,0.00025059938,0.0022462914,0.0009883725],"domain_scores_gemma":[0.9952705,0.002863735,0.00015198374,0.00020852264,0.0007404657,0.0007647724],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.035100296,0.00013726017,0.00025831995,0.0005553495,0.014915028,0.0003782998,0.0007707822,0.000055464723,0.00092704257],"category_scores_gemma":[0.0040428243,0.00012988066,0.0000851597,0.0017843782,0.00081545213,0.00030947843,0.0004594476,0.0033976673,0.000027054228],"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":[0.00037691646,0.00014734635,0.009631544,0.000033994842,0.000041743162,0.00007559319,0.9666495,0.000016221882,0.00037977635,0.00613108,0.012253301,0.0042630224],"study_design_scores_gemma":[0.00026949553,0.0005392006,0.0031141862,0.00023919164,0.0000035305484,0.000027217857,0.9615116,0.000004403663,0.00001792763,0.012137133,0.021971881,0.00016422346],"about_ca_topic_score_codex":0.022571307,"about_ca_topic_score_gemma":0.009028956,"teacher_disagreement_score":0.046253256,"about_ca_system_score_codex":0.00093325914,"about_ca_system_score_gemma":0.0006448565,"threshold_uncertainty_score":0.99998623},"labels":[],"label_agreement":null},{"id":"W4225370680","doi":"10.1108/qrj-02-2022-0028","title":"Scoping review: barriers to primary care access experienced by immigrants and refugees in English-speaking countries","year":2022,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Language barrier; Refugee; Immigration; Thematic analysis; Health care; Qualitative research; Ethnic group; Socioeconomic status; Focus group; Psychology; Qualitative property; Sociology; Public relations; Medicine; Political science; Population; Social science","score_opus":0.11336973099864495,"score_gpt":0.5614397889079978,"score_spread":0.4480700579093529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225370680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8251186,0.16834639,0.000075553784,0.0019807525,0.00036707474,0.0014205843,0.000107575564,0.000020820073,0.0025626754],"genre_scores_gemma":[0.9880956,0.006701832,0.00018277517,0.0032410335,0.0001951955,0.0011349599,0.00004027748,0.000036469475,0.00037188825],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99025184,0.006651818,0.0006721893,0.00040561336,0.0012210988,0.00079743005],"domain_scores_gemma":[0.99708205,0.0012031435,0.00016261927,0.00020193358,0.00070086867,0.00064935413],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0103857815,0.00014629935,0.00036335777,0.0005376543,0.0014366047,0.00018026716,0.00046806753,0.000045409288,0.0020253304],"category_scores_gemma":[0.0022665483,0.00013834667,0.00004347436,0.0009361551,0.00020287724,0.00044708257,0.00020947236,0.0012158118,0.000010295821],"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":[0.00037988336,0.000029111536,0.0036966712,0.0015156746,0.000019008668,0.000051561474,0.9650577,0.0000025732325,0.000043246255,0.00036663958,0.025482751,0.0033552204],"study_design_scores_gemma":[0.0013743055,0.00073199865,0.004516072,0.007392352,0.000004859698,0.00004677222,0.9339909,0.0000011097176,0.00006437699,0.00018953098,0.051420957,0.00026674266],"about_ca_topic_score_codex":0.00070488825,"about_ca_topic_score_gemma":0.00062215095,"teacher_disagreement_score":0.162977,"about_ca_system_score_codex":0.0005401218,"about_ca_system_score_gemma":0.0008701847,"threshold_uncertainty_score":0.9998634},"labels":[],"label_agreement":null},{"id":"W4303876131","doi":"10.1108/qrj-06-2022-0079","title":"What it means to be a Muslim youth in Canada: a scoping review of empirical studies","year":2022,"lang":"en","type":"review","venue":"Qualitative Research Journal","topic":"Migration, Health and Trauma","field":"Psychology","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":"St. Thomas University; University of Calgary","funders":"","keywords":"Sociology; Identity (music); Thematic analysis; Gender studies; Youth studies; Context (archaeology); Negotiation; Identity negotiation; Originality; Empirical research; Public relations; Political science; Social science; Qualitative research","score_opus":0.8182449291986029,"score_gpt":0.7168662325568904,"score_spread":0.1013786966417125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303876131","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":[0.00006757463,0.98885024,0.000010754172,0.0069546076,0.0007455591,0.0027224028,0.0001917042,0.000004306605,0.00045284076],"genre_scores_gemma":[0.000009151418,0.99648434,0.00007904492,0.0021083916,0.00019361891,0.0007429616,0.00005256639,0.000047975696,0.00028194216],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96140355,0.031549267,0.002865368,0.00060061185,0.0023978627,0.0011833349],"domain_scores_gemma":[0.9861706,0.010892072,0.0008416269,0.00047995185,0.0009684166,0.0006473255],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033711307,0.00038246522,0.0030881935,0.0011942914,0.0003967842,0.000056669538,0.00074836804,0.000118904405,0.0033389765],"category_scores_gemma":[0.008730657,0.000299914,0.00038225032,0.002529161,0.0001722099,0.00017994504,0.00023049093,0.0033297038,0.00003738022],"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":[0.000037290174,0.00009581628,0.000004108808,0.20531043,0.0003878114,0.0001922146,0.49425507,2.323655e-7,2.2308433e-9,0.0001512274,0.053508706,0.2460571],"study_design_scores_gemma":[0.00015527732,0.0002459626,0.0000020026202,0.30746865,0.00006519772,0.00003826652,0.4242708,5.112269e-8,8.079619e-9,0.000046429243,0.26757467,0.00013264272],"about_ca_topic_score_codex":0.1372768,"about_ca_topic_score_gemma":0.7679247,"teacher_disagreement_score":0.6306479,"about_ca_system_score_codex":0.003834597,"about_ca_system_score_gemma":0.022912147,"threshold_uncertainty_score":0.9999895},"labels":[],"label_agreement":null},{"id":"W4307284179","doi":"10.1108/qrj-08-2022-0119","title":"Studying leadership: an eclectic approach to qualitative data collection and analysis","year":2022,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","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":"Simon Fraser University","funders":"","keywords":"Originality; Qualitative research; Sociology; Value (mathematics); Scope (computer science); Data collection; Qualitative property; Interpretation (philosophy); Research design; Engineering ethics; Management science; Data science; Computer science; Social science; Engineering","score_opus":0.610850231440894,"score_gpt":0.5139524166635578,"score_spread":0.09689781477733617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307284179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6279181,0.0052469005,0.24536696,0.04048748,0.00088159135,0.0044456343,0.00016354761,0.00038740973,0.075102344],"genre_scores_gemma":[0.9926466,0.000026179116,0.0036943727,0.00076169695,0.0005017128,0.00007700141,0.00021806854,0.000031641845,0.002042743],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9947505,0.0020886392,0.00038101815,0.0005551116,0.0017118598,0.0005128588],"domain_scores_gemma":[0.997909,0.0007402072,0.00019607549,0.00029682004,0.000797254,0.000060614322],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.021325631,0.00016242627,0.00030220096,0.002212306,0.0042810543,0.0009073744,0.0007376597,0.000021204047,0.0005006869],"category_scores_gemma":[0.0020665808,0.00015311014,0.000050945637,0.0073582414,0.000159149,0.0017139075,0.0017116342,0.00068165816,0.000030691925],"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":[0.00080746715,0.0017573511,0.020355726,0.00042144963,0.005182855,0.000038349688,0.65587264,0.0020212187,0.00014969042,0.15157387,0.1575318,0.004287574],"study_design_scores_gemma":[0.0005221406,0.00015395737,0.009001861,0.000008783553,0.00023586632,0.0000040330233,0.9497917,0.010769428,0.0000011614069,0.019627996,0.009621274,0.00026179507],"about_ca_topic_score_codex":0.00050777453,"about_ca_topic_score_gemma":0.00017992282,"teacher_disagreement_score":0.36472845,"about_ca_system_score_codex":0.000218159,"about_ca_system_score_gemma":0.000057842786,"threshold_uncertainty_score":0.99701524},"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":"W4388441660","doi":"10.1108/qrj-01-2023-0014","title":"It's too late – the post has gone viral already: a novel methodological stance to explore K-12 teachers' lived experiences of adult cyber abuse","year":2023,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Bullying, Victimization, and Aggression","field":"Psychology","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 Victoria","funders":"","keywords":"Originality; Thematic analysis; Inclusion (mineral); Qualitative research; Accountability; Transparency (behavior); Value (mathematics); Psychology; Public relations; Medical education; Sociology; Medicine; Social psychology; Computer security; Computer science; Law; Political science; Social science","score_opus":0.5477310176922516,"score_gpt":0.5685589722245863,"score_spread":0.020827954532334658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388441660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97417945,0.00028849172,0.010827618,0.012733443,0.0004906379,0.00043735502,0.000021164964,0.000048301918,0.0009735231],"genre_scores_gemma":[0.97678983,0.00060308736,0.01039106,0.0011247561,0.00047995517,0.00036026473,0.000019868994,0.000054269327,0.010176931],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.987315,0.00936166,0.0006994864,0.0004513906,0.001302496,0.0008699881],"domain_scores_gemma":[0.99177825,0.005723808,0.00032419572,0.0003708244,0.0014803096,0.00032259588],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013168989,0.00022027903,0.00040716023,0.00036121253,0.0009935725,0.00018305959,0.0007683292,0.00017050373,0.0013983855],"category_scores_gemma":[0.0059723277,0.00013241709,0.00015828513,0.0010993739,0.0010059341,0.00026673332,0.00015211411,0.0012498625,0.00022215881],"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":[0.0010387236,0.00024292567,0.00023122228,0.000011562933,0.00012548151,0.00005445009,0.95469654,0.00008698829,0.007881347,0.0009445109,0.032348685,0.0023375377],"study_design_scores_gemma":[0.0011055613,0.0010664773,0.005295814,0.0002560608,0.000010389007,0.000035360164,0.9854607,0.00015355718,0.00073954184,0.0013510633,0.004325888,0.00019958931],"about_ca_topic_score_codex":0.00024122237,"about_ca_topic_score_gemma":0.000036536316,"teacher_disagreement_score":0.030764133,"about_ca_system_score_codex":0.00009507713,"about_ca_system_score_gemma":0.00017716357,"threshold_uncertainty_score":0.99951446},"labels":[],"label_agreement":null},{"id":"W4400052296","doi":"10.1108/qrj-04-2024-0082","title":"So, you think you are a leader? A qualitative study to understand patterns of presentation and symmetry among dimensions of leader identity","year":2024,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","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":"Brock University","funders":"","keywords":"Presentation (obstetrics); Identity (music); Qualitative research; Sociology; Psychology; Social psychology; Symmetry (geometry); Public relations; Political science; Social science; Aesthetics; Mathematics; Geometry","score_opus":0.2134219078744176,"score_gpt":0.48197540289327323,"score_spread":0.2685534950188556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400052296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913429,0.0007545287,0.0038748411,0.0021434214,0.00013090363,0.0009682831,0.000028446575,0.000031996515,0.0007246481],"genre_scores_gemma":[0.99827546,0.00006723921,0.000074634525,0.00007814101,0.0002883551,0.000017826875,0.00000913059,0.000036815345,0.0011523879],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9950611,0.0012588999,0.000769817,0.0004442759,0.0019650208,0.0005008771],"domain_scores_gemma":[0.9974004,0.0009970333,0.00035451676,0.00024279975,0.0009235474,0.000081677026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009979239,0.00022780111,0.00043876897,0.0019222467,0.00051332504,0.00093032856,0.00035331093,0.00005314085,0.0002026266],"category_scores_gemma":[0.00097326527,0.00017498419,0.00014558573,0.00131246,0.00044776386,0.0019618608,0.00050022214,0.00071338424,0.000057952184],"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":[0.00021260651,0.00087928574,0.0185682,0.0021834157,0.00096742087,0.00016892565,0.9235716,0.000048801467,0.0002493878,0.04661713,0.0055489093,0.0009843594],"study_design_scores_gemma":[0.00071446254,0.0002817252,0.019878903,0.0009264781,0.00010602424,0.0000021855546,0.95633787,0.0002590088,0.000032551314,0.020863572,0.00040733165,0.00018985853],"about_ca_topic_score_codex":0.0012984937,"about_ca_topic_score_gemma":0.00075368665,"teacher_disagreement_score":0.032766342,"about_ca_system_score_codex":0.00012057538,"about_ca_system_score_gemma":0.000059707334,"threshold_uncertainty_score":0.897118},"labels":[],"label_agreement":null},{"id":"W4401434599","doi":"10.1108/qrj-03-2024-0075","title":"Mele as methodology: crafting (k)new tools for Indigenous research","year":2024,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Asian American and Pacific Histories","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":"Craft; Indigenous; Originality; Value (mathematics); Sociology; Traditional knowledge; Dance; Quarter (Canadian coin); Action research; Visual arts; Anthropology; History; Pedagogy; Archaeology; Computer science; Art; Qualitative research","score_opus":0.7150898167738728,"score_gpt":0.6968294912133864,"score_spread":0.0182603255604864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401434599","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":[0.0227493,0.022220895,0.049621828,0.028309565,0.0025474767,0.0024369198,0.00011265304,0.00027500518,0.87172633],"genre_scores_gemma":[0.5057535,0.0035968053,0.09317002,0.00021968367,0.011124527,0.00026708574,0.00002626016,0.0001518216,0.38569027],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97050655,0.024674267,0.00042416123,0.00039881776,0.0024157166,0.0015804757],"domain_scores_gemma":[0.9492265,0.047840644,0.00007578488,0.00018297129,0.0018891217,0.0007849664],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.11384942,0.00012868391,0.00030881545,0.00092776644,0.004656679,0.0014623482,0.0006667436,0.00016531108,0.0014889744],"category_scores_gemma":[0.039654236,0.00011202636,0.0001641129,0.002008251,0.0027347608,0.0007508252,0.00008292976,0.0023537904,0.00079735904],"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":[0.00008055177,0.00002500866,0.000005857401,0.00003089731,0.000067267225,0.00007635494,0.72250926,3.452539e-7,0.0003016557,0.08668405,0.057942312,0.13227646],"study_design_scores_gemma":[0.00009482781,0.00033580168,0.0000022265322,0.00006108866,0.0000029650023,0.00001451953,0.47837934,0.0000022547586,0.00006695646,0.1115728,0.409393,0.00007418674],"about_ca_topic_score_codex":0.0046220724,"about_ca_topic_score_gemma":0.00069902954,"teacher_disagreement_score":0.4860361,"about_ca_system_score_codex":0.0012547919,"about_ca_system_score_gemma":0.007818976,"threshold_uncertainty_score":0.9999806},"labels":[],"label_agreement":null},{"id":"W4402513844","doi":"10.1108/qrj-03-2024-0052","title":"Métissage – somewhere between hope and happening","year":2024,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Red Deer Polytechnic; Carleton University; University of British Columbia; Thompson Rivers University","funders":"","keywords":"Happening; Sociology; Business; Political science; History; Art history","score_opus":0.4107019588417315,"score_gpt":0.5856439546338134,"score_spread":0.17494199579208186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402513844","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25702775,0.19166195,0.0026209464,0.048631135,0.0011127038,0.0005751413,0.00005270869,0.00019999452,0.4981177],"genre_scores_gemma":[0.9732426,0.00593706,0.0005198276,0.000026411471,0.001973193,0.000008947246,0.0000010464994,0.00001521598,0.018275715],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942565,0.0035406908,0.0002115075,0.00019097129,0.001188344,0.00061198435],"domain_scores_gemma":[0.99590313,0.0033663213,0.000031660107,0.000048519756,0.00032720726,0.0003231769],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015451909,0.00008649304,0.00018443425,0.00022566471,0.00268657,0.00094433926,0.00020154643,0.000080367325,0.00043922546],"category_scores_gemma":[0.002185215,0.0000720631,0.0000702028,0.0006352985,0.0014890083,0.00043202238,0.00009522335,0.0010631105,0.00011958363],"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":[0.000004734014,0.00000978705,0.00048063666,0.000030301144,0.00011734065,0.000087406916,0.5768913,8.2185046e-8,0.00003250848,0.30131766,0.07158165,0.049446598],"study_design_scores_gemma":[0.0001118101,0.00010635113,0.0011509429,0.00018267399,0.0000077382765,0.0000027825492,0.31036383,0.000004777452,0.000008064905,0.17354344,0.5144063,0.000111285764],"about_ca_topic_score_codex":0.0020706567,"about_ca_topic_score_gemma":0.00058835186,"teacher_disagreement_score":0.71621484,"about_ca_system_score_codex":0.00036583215,"about_ca_system_score_gemma":0.00040509203,"threshold_uncertainty_score":0.9986118},"labels":[],"label_agreement":null},{"id":"W4402961169","doi":"10.1108/qrj-03-2024-0069","title":"Three days together around the table: using the group analysis method to value the expertise and lived experiences of key voices to innovate solutions","year":2024,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Community Health and Development","field":"Health Professions","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 de Sherbrooke; Université du Québec à Trois-Rivières","funders":"","keywords":"Key (lock); Table (database); Value (mathematics); Sociology; Group (periodic table); Lived experience; Psychology; Mathematics; Computer science; Statistics; Data mining; Psychoanalysis; Physics; Operating system","score_opus":0.553806472211739,"score_gpt":0.659190114631689,"score_spread":0.10538364241995002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402961169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69914407,0.0057114274,0.24187946,0.050952073,0.0003504978,0.0014142528,0.000022356826,0.000017881432,0.00050798873],"genre_scores_gemma":[0.9692118,0.00042256192,0.026174506,0.002583222,0.00043557872,0.00074402074,0.0000032381308,0.000028580609,0.00039649362],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97832865,0.018479763,0.0008436004,0.00025060333,0.0011778174,0.0009195571],"domain_scores_gemma":[0.9802239,0.017649887,0.00017418695,0.0004804075,0.0011330093,0.0003385963],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.05411594,0.0001573472,0.00032638424,0.00063089415,0.007169888,0.00023120441,0.00079793885,0.00007580761,0.00024720345],"category_scores_gemma":[0.0030339488,0.00006937452,0.000080461614,0.0047022863,0.0004300481,0.0002012048,0.0007913069,0.0021918693,0.000023464956],"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":[0.000113595925,0.000032468917,0.000239529,0.000069686605,0.00036084792,0.0000034189268,0.97706234,0.0001226055,0.00074138615,0.010428531,0.0048365244,0.005989033],"study_design_scores_gemma":[0.00013091728,0.00017781234,0.0015712864,0.00032735476,0.000049713693,0.0000059287045,0.9643323,0.005374313,0.00002871678,0.0104482,0.01745603,0.00009743777],"about_ca_topic_score_codex":0.00672343,"about_ca_topic_score_gemma":0.0025317115,"teacher_disagreement_score":0.27006775,"about_ca_system_score_codex":0.00036978483,"about_ca_system_score_gemma":0.0012926823,"threshold_uncertainty_score":0.99989086},"labels":[],"label_agreement":null},{"id":"W4403259733","doi":"10.1108/qrj-03-2024-0071","title":"Indigenous communities, collectives and organizations advancing decolonizing methodologies: perspectives from British Columbia Network Environment for Indigenous Health Research in Canada","year":2024,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Indigenous Health, Education, and Rights","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":"Simon Fraser University; University of Victoria","funders":"","keywords":"Indigenous; Project commissioning; Sociology; Publishing; Political science; Ecology; Biology; Law","score_opus":0.22826491733105728,"score_gpt":0.5239061388975054,"score_spread":0.2956412215664481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403259733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92956674,0.060438816,0.0024046043,0.0023121168,0.0005544628,0.0030210153,0.00028015816,0.000036913778,0.0013851764],"genre_scores_gemma":[0.6712396,0.2855857,0.036598776,0.000089210305,0.0018658035,0.00016662701,0.000086908076,0.00010585307,0.0042614755],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9698694,0.025719538,0.0006074658,0.00039541468,0.0013513841,0.0020568424],"domain_scores_gemma":[0.9712204,0.026692973,0.0001384867,0.00016990885,0.001246276,0.0005320023],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.046488468,0.00012963917,0.0004060454,0.0004307859,0.036981232,0.0015096068,0.00047228445,0.00013092994,0.00022727138],"category_scores_gemma":[0.00077131233,0.00016238246,0.00004009316,0.002078091,0.0011054489,0.00041727474,0.000023531931,0.0019633286,0.000003457963],"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":[0.000021270265,0.000084395106,0.0024808485,0.000093223134,0.00008608797,0.00003611269,0.98731965,0.00007241224,8.1295735e-7,0.0021312435,0.0030947358,0.004579197],"study_design_scores_gemma":[0.00019719708,0.00031300576,0.0044626244,0.00034704347,0.0000039096917,0.000015783588,0.79726404,0.000013371248,0.0000010217868,0.036709476,0.1605287,0.00014382973],"about_ca_topic_score_codex":0.99931777,"about_ca_topic_score_gemma":0.99998283,"teacher_disagreement_score":0.2583271,"about_ca_system_score_codex":0.017172482,"about_ca_system_score_gemma":0.16239692,"threshold_uncertainty_score":0.9995269},"labels":[],"label_agreement":null},{"id":"W4404028202","doi":"10.1108/qrj-07-2024-0148","title":"Developing the WECARE cross-national research alliance for investigating early childhood educators’ wellbeing","year":2024,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Early Childhood Education and Development","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":"Mount Saint Vincent University","funders":"","keywords":"Alliance; Sociology; Early childhood; Psychology; Project commissioning; Political science; Publishing; Public relations; Developmental psychology","score_opus":0.4132882203203588,"score_gpt":0.631151789722647,"score_spread":0.21786356940228818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404028202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72162133,0.007925885,0.0026335411,0.23332913,0.0026452574,0.0020978726,0.000040749022,0.00014530685,0.029560914],"genre_scores_gemma":[0.9724312,0.00068132236,0.015211005,0.00046328193,0.0043405984,0.0002756555,0.00000916327,0.00004847923,0.006539315],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9863332,0.0062344316,0.00057924236,0.00045184794,0.005102916,0.0012983939],"domain_scores_gemma":[0.9791207,0.012791354,0.00010020476,0.00015158975,0.0073562413,0.00047992604],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08749766,0.00015399832,0.00016511265,0.0005381694,0.008641439,0.003843018,0.00094361784,0.00012264654,0.0001740131],"category_scores_gemma":[0.029851649,0.00011691612,0.00013465543,0.0023654203,0.0017710198,0.0008952925,0.00014330463,0.0022858302,0.00024451036],"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":[0.000004593263,0.000023657736,0.00082001777,0.000029918798,0.0000613329,0.0000023790737,0.5884428,0.0000048248085,0.00002128407,0.37160644,0.03301783,0.005964903],"study_design_scores_gemma":[0.00016364198,0.000068417234,0.02895864,0.0006178478,0.0000024070687,0.000008452785,0.38036698,0.000014355987,0.00010545446,0.38910753,0.20040464,0.00018163536],"about_ca_topic_score_codex":0.0004099694,"about_ca_topic_score_gemma":0.00019452053,"teacher_disagreement_score":0.25080985,"about_ca_system_score_codex":0.0022872577,"about_ca_system_score_gemma":0.0291159,"threshold_uncertainty_score":0.9971911},"labels":[],"label_agreement":null},{"id":"W4404651471","doi":"10.1108/qrj-04-2024-0086","title":"Decolonizing botanical gardens","year":2024,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Animal and Plant Science Education","field":"Psychology","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 Waterloo","funders":"","keywords":"Sociology; Social science; Anthropology","score_opus":0.4291674423743,"score_gpt":0.6376693362873663,"score_spread":0.20850189391306634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404651471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78821737,0.007296926,0.0028138813,0.019949662,0.0034610613,0.00020150308,0.000022593022,0.00007870501,0.17795832],"genre_scores_gemma":[0.9751237,0.00009187327,0.0006077469,0.000064397704,0.0010135915,0.000011447808,0.0000020618252,0.000010810344,0.023074366],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99567175,0.0026197522,0.00023579401,0.0002384009,0.00068175123,0.00055253215],"domain_scores_gemma":[0.9958885,0.0034768877,0.000027182992,0.00009309807,0.00026455746,0.0002498217],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.012877844,0.00007165863,0.0000979819,0.00026029375,0.0004535773,0.0003407518,0.00024510725,0.00006630396,0.010486592],"category_scores_gemma":[0.0009058726,0.00005307509,0.000073105104,0.0004927075,0.00028120133,0.0001407739,0.000034165543,0.0012744551,0.006081445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010598707,0.0001228368,0.0004319994,0.000019009598,0.00009953468,0.0005916786,0.24549016,6.4892623e-7,0.0015065424,0.14110798,0.5954463,0.015077335],"study_design_scores_gemma":[0.0002757744,0.0012232305,0.015912296,0.000273151,0.000013187117,0.0020743795,0.37868187,0.00018985877,0.000081679274,0.11751055,0.48348728,0.0002767544],"about_ca_topic_score_codex":0.000026929649,"about_ca_topic_score_gemma":0.000015357675,"teacher_disagreement_score":0.18690635,"about_ca_system_score_codex":0.00015088815,"about_ca_system_score_gemma":0.00029702514,"threshold_uncertainty_score":0.99469244},"labels":[],"label_agreement":null},{"id":"W4404861019","doi":"10.1108/qrj-03-2024-0055","title":"Panaka and ayllu: autoethnography of what my two mothers taught me about interculturality and gender","year":2024,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Multilingual Education and Policy","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":"Autoethnography; Interculturality; Sociology; Gender studies; Anthropology","score_opus":0.419106658000721,"score_gpt":0.6727734329474085,"score_spread":0.25366677494668755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404861019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95526534,0.017884998,0.00012349784,0.015136667,0.00035977465,0.00020951807,0.000017337674,0.00002373847,0.010979127],"genre_scores_gemma":[0.98868245,0.008495997,0.00052486215,0.000149229,0.00033135782,0.0000063787197,0.000001382862,0.000009273364,0.0017990755],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942122,0.004185712,0.00028957566,0.00019124457,0.0007453331,0.0003759392],"domain_scores_gemma":[0.99727994,0.0016905357,0.00006707044,0.000077568584,0.00052409363,0.0003607832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012075168,0.00008997084,0.00016006282,0.00038361698,0.000577086,0.00081474456,0.00016661378,0.0000814624,0.0004395842],"category_scores_gemma":[0.0013562862,0.00006719899,0.00007637344,0.00061537884,0.0018050323,0.0007833747,0.000046168705,0.00084602775,0.000010034451],"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":[0.000015910786,0.000024436133,0.00021940695,0.00007714386,0.00008090191,0.0000032817227,0.8926814,4.153166e-7,0.00037531098,0.05684482,0.0017952234,0.047881722],"study_design_scores_gemma":[0.0002007881,0.00005699677,0.001856592,0.0002137097,0.00000892441,0.000008394009,0.90278405,0.00008344582,0.0000922452,0.043798488,0.050796736,0.000099646524],"about_ca_topic_score_codex":0.0022143172,"about_ca_topic_score_gemma":0.00035773122,"teacher_disagreement_score":0.04900151,"about_ca_system_score_codex":0.00009284178,"about_ca_system_score_gemma":0.0004532347,"threshold_uncertainty_score":0.7856601},"labels":[],"label_agreement":null},{"id":"W4409123463","doi":"10.1108/qrj-11-2024-0267","title":"Leading K-12 schools at the US border: navigating unique cultural, political and systemic complexities","year":2025,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Early Childhood Education and Development","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":"Politics; Sociology; Publishing; Project commissioning; Political science; Media studies; Social science; Law","score_opus":0.20248085714309572,"score_gpt":0.5909095758221259,"score_spread":0.38842871867903017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409123463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86300385,0.0022949234,0.00022317961,0.07593729,0.00021493588,0.00034044773,0.000006523207,0.00002622515,0.057952605],"genre_scores_gemma":[0.98347753,0.0005367969,0.00074315583,0.0005947099,0.00025424917,0.00002111339,0.0000028693005,0.000006269988,0.014363308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9916609,0.0062208325,0.00034501363,0.00017102897,0.0008972682,0.0007049429],"domain_scores_gemma":[0.9956981,0.0029335388,0.000082739985,0.000094571944,0.00087306905,0.00031800452],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012238836,0.0000944855,0.00016537217,0.00012289977,0.0047348556,0.00081058906,0.00028659374,0.00006409134,0.00020390004],"category_scores_gemma":[0.0040932656,0.00006343276,0.000049209004,0.0004412716,0.0012722883,0.00029815704,0.00013794457,0.0012735815,0.00005350516],"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":[0.000011068836,0.000015501442,0.005383633,0.000028904367,0.000047719946,0.0000032042049,0.27339146,0.0000011110632,0.00012682333,0.70257664,0.016512232,0.0019017226],"study_design_scores_gemma":[0.00020460616,0.000035846573,0.0041612857,0.0007115265,0.000004139109,0.000027438198,0.91664106,0.000005114281,0.00009900286,0.055180863,0.022831177,0.000097949145],"about_ca_topic_score_codex":0.0019293237,"about_ca_topic_score_gemma":0.0006726467,"teacher_disagreement_score":0.64739573,"about_ca_system_score_codex":0.0010078555,"about_ca_system_score_gemma":0.0018305124,"threshold_uncertainty_score":0.9965609},"labels":[],"label_agreement":null},{"id":"W4414238725","doi":"10.1108/qrj-06-2025-0203","title":"Fostering a trauma aware mindset in VET youth work students","year":2025,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Child Abuse and Trauma","field":"Psychology","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":"Education and Early Childhood Development","funders":"","keywords":"Mindset; Certificate; Project commissioning; Work (physics); Vocational education; Qualitative research; Positive Youth Development; Social work","score_opus":0.4101278702762447,"score_gpt":0.6171133912661704,"score_spread":0.20698552098992568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414238725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96352595,0.0011130362,0.0002616456,0.0014320662,0.00044128366,0.00031423935,0.00003148974,0.000016082746,0.032864194],"genre_scores_gemma":[0.99608886,0.000040647054,0.00008777588,0.00013260356,0.0001752158,0.00003565648,0.000007314116,0.000019039262,0.0034128858],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99315953,0.0041646096,0.00054973736,0.0003589753,0.00092553004,0.00084162207],"domain_scores_gemma":[0.99775374,0.0014220796,0.000083920524,0.00028404375,0.00026784968,0.00018834365],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0082822805,0.00016464436,0.000305046,0.0010620255,0.00031471823,0.00024106994,0.0006762913,0.00011997808,0.0009957835],"category_scores_gemma":[0.0003654142,0.00014548139,0.00011968339,0.0014045516,0.00020087836,0.00015185893,0.00033433296,0.0018326946,0.00033350533],"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":[0.0015584388,0.0011146403,0.034682777,0.00004525577,0.00053960993,0.0007705652,0.8118735,0.000005353757,0.000027408016,0.0030336825,0.017641256,0.1287075],"study_design_scores_gemma":[0.006030205,0.00050179346,0.29485205,0.0013980848,0.000019297737,0.000041393843,0.6780367,0.000002091679,0.00008661777,0.016457556,0.002296271,0.00027797912],"about_ca_topic_score_codex":0.000114524046,"about_ca_topic_score_gemma":0.000110841895,"teacher_disagreement_score":0.26016927,"about_ca_system_score_codex":0.0002462955,"about_ca_system_score_gemma":0.000118792355,"threshold_uncertainty_score":0.99991745},"labels":[],"label_agreement":null},{"id":"W4414308971","doi":"10.1108/qrj-03-2025-0086","title":"Hearing the unheard: an integrative review on telephone interviewing in public safety research","year":2025,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Public Relations and Crisis Communication","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":"Memorial University of Newfoundland","funders":"","keywords":"Interview; Reflexivity; Qualitative research; Thematic analysis; Conversation; Poison control; Phone; Interpersonal communication; Grounded theory; Vulnerability (computing)","score_opus":0.6019802777451257,"score_gpt":0.6649542656383078,"score_spread":0.06297398789318209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414308971","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01850106,0.03955957,0.0013868477,0.43292403,0.00019934664,0.0014477101,0.00000551366,0.000032968423,0.50594294],"genre_scores_gemma":[0.93126273,0.064789854,0.0003281948,0.0005933653,0.00012670364,0.00012668915,0.0000060876305,0.0000105640365,0.0027557865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.92536265,0.07069122,0.0007075741,0.00028594377,0.0021206217,0.00083199964],"domain_scores_gemma":[0.9856304,0.010558141,0.00012604859,0.0006183189,0.0028278918,0.00023920731],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16290279,0.000113325616,0.0002768603,0.0012795243,0.004640756,0.000808155,0.0016347078,0.00009918044,0.00028438697],"category_scores_gemma":[0.026180658,0.00007311548,0.00010556194,0.0056625335,0.0013167906,0.0010058524,0.00031642496,0.004478643,0.00006512371],"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":[0.00004718711,0.00028859286,0.00018006952,0.00004342686,0.00004490994,0.0000037463067,0.18761903,0.0000034932466,0.000021435319,0.6556533,0.023835689,0.13225909],"study_design_scores_gemma":[0.0002609503,0.00022036704,0.0019286366,0.0045161946,0.0000023283396,0.0000016370335,0.54615235,0.000088209665,0.000008840442,0.085177,0.36155048,0.00009301064],"about_ca_topic_score_codex":0.0025348966,"about_ca_topic_score_gemma":0.0030269418,"teacher_disagreement_score":0.9127617,"about_ca_system_score_codex":0.0016025642,"about_ca_system_score_gemma":0.0023780684,"threshold_uncertainty_score":0.99781805},"labels":[],"label_agreement":null},{"id":"W4417511207","doi":"10.1108/qrj-08-2025-0276","title":"Do e-books mediate the construction of children as meaning-makers? Early childhood teachers’ views","year":2025,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Child Development and Digital Technology","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":"Education and Early Childhood Development","funders":"","keywords":"Early childhood; Qualitative research; Perception; Meaning (existential); Early childhood education; Empirical research; Function (biology); Literacy","score_opus":0.11007168104735797,"score_gpt":0.4893961477140221,"score_spread":0.37932446666666414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417511207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7364737,0.0009668552,0.00018632371,0.010603148,0.00019830374,0.00043145297,0.0000063258494,0.00003584016,0.25109807],"genre_scores_gemma":[0.99590874,0.000671607,0.00062380877,0.00008886126,0.00015793866,0.000013432291,0.0000020374423,0.000008501111,0.0025251016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942868,0.0032304688,0.00048005284,0.0002169897,0.0012542987,0.00053142844],"domain_scores_gemma":[0.9971938,0.0016352689,0.00022312753,0.00018246345,0.00062961463,0.00013570204],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012787159,0.000116670155,0.00024408268,0.0005147894,0.0013627541,0.0002867498,0.0006922508,0.00013871268,0.00019064613],"category_scores_gemma":[0.0061089974,0.0000812807,0.00012820824,0.0010557492,0.0025070196,0.00031345437,0.000158633,0.0012054067,0.00005947688],"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":[0.000028163573,0.000053717846,0.0047089704,0.0000025250583,0.00016238933,0.000002942332,0.37515634,1.5080403e-7,0.000036563215,0.55506486,0.0038796116,0.06090375],"study_design_scores_gemma":[0.0006850731,0.00017356065,0.02813707,0.00014782796,0.000012945543,0.000017718745,0.32506686,2.0690678e-7,0.0004991974,0.63099647,0.014134032,0.00012901846],"about_ca_topic_score_codex":0.00043461486,"about_ca_topic_score_gemma":0.00019143919,"teacher_disagreement_score":0.25943503,"about_ca_system_score_codex":0.00019935162,"about_ca_system_score_gemma":0.0012748375,"threshold_uncertainty_score":0.99993736},"labels":[],"label_agreement":null},{"id":"W7108600873","doi":"10.1108/qrj-07-2025-318","title":"Guest editorial: Trauma informed qualitative inquiry methodologies","year":2025,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Participatory Visual Research Methods","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":"Transformative learning; Psychological resilience; Disadvantaged; Politics; Mental health; Historical trauma; Government (linguistics); Affordance; Embodied cognition","score_opus":0.9523818530645515,"score_gpt":0.8464100123540496,"score_spread":0.10597184071050192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108600873","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26864812,0.0054721665,0.087113865,0.047859117,0.19026718,0.004631729,0.00012493727,0.0007487595,0.39513415],"genre_scores_gemma":[0.3449813,0.0053617866,0.26020542,0.0012791015,0.31008253,0.0018443931,0.000035438577,0.00024683858,0.07596319],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.82320285,0.16753812,0.0011212286,0.0005122335,0.0053034658,0.0023221232],"domain_scores_gemma":[0.86628914,0.12530522,0.0003586524,0.00047672648,0.0064475075,0.0011227335],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.26808792,0.0002725758,0.0006550922,0.0016631895,0.003545525,0.00086123234,0.0015339877,0.00040316716,0.0003197497],"category_scores_gemma":[0.3483465,0.00023468924,0.00026802238,0.0034366248,0.0070401668,0.001456409,0.000386537,0.0034500125,0.0002239675],"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":[0.00031626638,0.00008824042,0.000031637563,0.00004442541,0.00015585254,0.000016110183,0.6048314,0.0000016916539,0.00043544013,0.07749723,0.30874366,0.007838027],"study_design_scores_gemma":[0.00044701336,0.00025279168,0.00012446023,0.000114130955,0.0000075876633,7.4549183e-7,0.49551252,0.000002015436,0.0008828645,0.17398833,0.3285337,0.00013381607],"about_ca_topic_score_codex":0.0013049871,"about_ca_topic_score_gemma":0.00058224285,"teacher_disagreement_score":0.31917095,"about_ca_system_score_codex":0.0019040606,"about_ca_system_score_gemma":0.0071468484,"threshold_uncertainty_score":0.9988491},"labels":[],"label_agreement":null},{"id":"W7117783803","doi":"10.1108/qrj-03-2025-0087","title":"Protocol for a national study on emergency response team officers' mental health and well-being: working with police services in Canada","year":2025,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","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":"Royal Canadian Mounted Police; Memorial University of Newfoundland","funders":"","keywords":"Mental health; Protocol (science); Qualitative research; Information sharing; Work (physics); Research ethics; Data sharing; Publishing; Qualitative property","score_opus":0.27293960000116646,"score_gpt":0.60983337794665,"score_spread":0.3368937779454836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117783803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8537592,0.00008800022,0.00004203907,0.009550652,0.00010186463,0.1028033,0.000039856222,0.000011774965,0.03360329],"genre_scores_gemma":[0.9057718,0.000004548234,0.00016031745,0.00025662594,0.00005859662,0.091093205,0.0000053488957,0.00003130867,0.0026182735],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9868838,0.00924312,0.0006685949,0.00043556016,0.0018307397,0.0009381509],"domain_scores_gemma":[0.9949565,0.0037483477,0.00018824401,0.00019539689,0.00059409585,0.00031744957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013455613,0.00019147433,0.0003096704,0.0010937172,0.00072278775,0.00010237988,0.00042995915,0.000043444077,0.00033664075],"category_scores_gemma":[0.00040115093,0.00015406967,0.000032592667,0.001096575,0.00012370432,0.000108455366,0.00010068677,0.0010363975,0.000007505863],"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":[0.052750774,0.0026943581,0.10711967,0.00058916496,0.00063651294,0.000035157747,0.77397597,0.000009906066,0.00003128256,0.008393039,0.04954412,0.0042200265],"study_design_scores_gemma":[0.008755529,0.0044176946,0.099224895,0.0009108962,0.000002079545,0.000017216527,0.87043595,0.000079417645,0.000010785384,0.002589519,0.0133811515,0.00017488729],"about_ca_topic_score_codex":0.35457417,"about_ca_topic_score_gemma":0.7310953,"teacher_disagreement_score":0.3765211,"about_ca_system_score_codex":0.0019307894,"about_ca_system_score_gemma":0.007315593,"threshold_uncertainty_score":0.998312},"labels":[],"label_agreement":null}]}