{"meta":{"query_hash":"5f6ad8561d77","filters":{"venue":"American Journal of Qualitative Research"},"cohort_total":18,"direct_labels_cover":0,"predictions_cover":18,"exported":18,"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/5f6ad8561d77","api":"https://metacan.xera.ac/api/v1/cohort?venue=American+Journal+of+Qualitative+Research"},"results":[{"id":"W3012354562","doi":"10.29333/ajqr/7841","title":"Senses of Belonging and Identity within North American Turkish Diaspora in the post-9/11 Era","year":2020,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Turkish; Diaspora; Acculturation; Immigration; Identity (music); Context (archaeology); Gender studies; Political science; Perception; Sociology; Geography; Psychology; Law","score_opus":0.20157128655660908,"score_gpt":0.548104145040266,"score_spread":0.346532858483657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012354562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96758825,0.00018004277,0.00004725835,0.0316325,0.000032034834,0.00019228355,0.000012582967,0.000004173452,0.00031087757],"genre_scores_gemma":[0.99843794,0.0005395907,0.00044107082,0.00034300963,0.00020110676,0.0000037586042,9.723407e-7,0.000009612952,0.000022912178],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9864592,0.009643853,0.00061107724,0.00019741202,0.0025645841,0.00052387634],"domain_scores_gemma":[0.9933593,0.0041734558,0.0005437183,0.00012250464,0.0014919336,0.00030904476],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.019275755,0.000101927864,0.00047229548,0.00039024864,0.00042182856,0.00016416234,0.0007551582,0.000021860766,0.000026152135],"category_scores_gemma":[0.0094466,0.00007469986,0.00010546742,0.0040002475,0.006047251,0.0006687646,0.00013841232,0.0010658026,0.000007282787],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023538213,0.00008137542,0.08650888,0.00002984013,0.00004242043,0.00009059445,0.8952578,0.000011513437,0.00018873757,0.0045698173,0.00024717313,0.012736518],"study_design_scores_gemma":[0.0001651263,0.000985155,0.20305206,0.000036433208,0.0000062073254,0.000004556347,0.79454666,0.000014336615,0.000027109629,0.00091791264,0.00016829187,0.00007617054],"about_ca_topic_score_codex":0.10224337,"about_ca_topic_score_gemma":0.04036939,"teacher_disagreement_score":0.11654318,"about_ca_system_score_codex":0.00009764057,"about_ca_system_score_gemma":0.0007336439,"threshold_uncertainty_score":0.99889725},"labels":[],"label_agreement":null},{"id":"W3195327039","doi":"10.29333/ajqr/11135","title":"Multilingual International Students at a Canadian University: Portraits of Agency","year":2021,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Agency (philosophy); Institution; Situated; Sociocultural evolution; Context (archaeology); Portrait; Sociology; Pedagogy; Structure and agency; Psychology; Social science; Geography; Computer science","score_opus":0.2362129724024683,"score_gpt":0.5686582422922981,"score_spread":0.3324452698898298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195327039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969496,0.00020912214,0.00000844932,0.0054225987,0.00022206652,0.000051880215,0.000028597875,0.0000020376337,0.024559261],"genre_scores_gemma":[0.9936261,0.0012138587,0.0003221251,0.000034661953,0.0001869312,1.9968383e-7,0.000003993719,0.0000054814677,0.004606605],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951894,0.0021353278,0.0002837113,0.000120438555,0.0019843364,0.00028674942],"domain_scores_gemma":[0.99500406,0.0009997473,0.00026850367,0.000059131395,0.0034027796,0.00026578968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005298949,0.000057986428,0.00019768531,0.00044757768,0.00029580254,0.00003120136,0.00063813705,0.000030163434,0.0005733441],"category_scores_gemma":[0.0015767771,0.000059171092,0.000116869545,0.0005586798,0.0007708588,0.00014936499,0.000116437084,0.0002562033,0.00001725949],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019058386,0.00017453368,0.007643406,0.0000048512643,0.0003774145,0.0006297566,0.9649674,0.000005649559,0.00031854416,0.0090629235,0.00072176143,0.01590316],"study_design_scores_gemma":[0.0004106658,0.0002217118,0.009669314,0.00005012355,0.000007930788,0.000008057315,0.95887154,0.0000013145687,0.00029469462,0.00073576136,0.029659133,0.000069764166],"about_ca_topic_score_codex":0.09391537,"about_ca_topic_score_gemma":0.16667825,"teacher_disagreement_score":0.07276288,"about_ca_system_score_codex":0.00089006306,"about_ca_system_score_gemma":0.0018115212,"threshold_uncertainty_score":0.9121183},"labels":[],"label_agreement":null},{"id":"W3203732911","doi":"10.29333/ajqr/11241","title":"Will My Disclosure Harm the Relationship? Factors that Impact Mother-Daughter Cancer Communication in Taiwan","year":2021,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Family Support in Illness","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Daughter; Harm; Maturity (psychological); Quarter (Canadian coin); Psychology; Breast cancer; Cancer; Social psychology; Medicine; Developmental psychology; Political science; History","score_opus":0.39498983872218785,"score_gpt":0.596763851697658,"score_spread":0.20177401297547015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203732911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9518381,0.0012271114,0.00009137096,0.043332703,0.00009052127,0.00017432618,0.0000345416,0.000005645478,0.003205705],"genre_scores_gemma":[0.99807286,0.00064176816,0.00025180387,0.00012580663,0.000079290505,0.000016252627,0.000005259829,0.000019787078,0.00078718754],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9799711,0.01732135,0.00045269795,0.00016337162,0.001602275,0.0004891815],"domain_scores_gemma":[0.9886295,0.009231026,0.00045512203,0.00035393905,0.0011425784,0.00018781476],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013561427,0.000119661956,0.00032521057,0.00027252344,0.00072068424,0.0001609844,0.0007742569,0.000054827095,0.0005075155],"category_scores_gemma":[0.004865063,0.00007680836,0.00016564412,0.0020573922,0.00289408,0.000817534,0.000101782796,0.0012724791,0.000008090142],"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":[0.000052922354,0.00008147901,0.43256757,0.0000046801943,0.00006990736,0.000010702411,0.55599445,0.000035307206,0.000054650478,0.0065760766,0.0013029126,0.0032493635],"study_design_scores_gemma":[0.00016882527,0.00009741923,0.27521697,0.000112166854,0.0000065162235,0.0000019645158,0.7098698,0.0000038976336,0.00004443898,0.010187442,0.004203833,0.00008671265],"about_ca_topic_score_codex":0.01684643,"about_ca_topic_score_gemma":0.008839043,"teacher_disagreement_score":0.1573506,"about_ca_system_score_codex":0.00087271904,"about_ca_system_score_gemma":0.0018481067,"threshold_uncertainty_score":0.99981946},"labels":[],"label_agreement":null},{"id":"W4200455953","doi":"10.29333/ajqr/11389","title":"Book Review: The Ethical Algorithm","year":2021,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Privacy, Security, and Data Protection","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":"Concordia University","funders":"","keywords":"Computer science; Algorithm","score_opus":0.23320330184364346,"score_gpt":0.5818937592836367,"score_spread":0.3486904574399933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200455953","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036787958,0.29651675,0.0055927746,0.69110876,0.00022886561,0.00028730047,0.000019798494,0.00001178101,0.0058660824],"genre_scores_gemma":[0.0129103605,0.87551314,0.010358575,0.093740575,0.0025992894,0.00004977138,0.0000111112,0.00003729742,0.0047799],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9733699,0.023720376,0.0003997537,0.00015259928,0.0019684932,0.00038890087],"domain_scores_gemma":[0.9915128,0.0051374338,0.00028241772,0.0002815167,0.0025652673,0.00022061182],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.035146054,0.00007016651,0.0002872913,0.000103020546,0.00079976034,0.00009761329,0.00075046456,0.00005786534,0.0006620678],"category_scores_gemma":[0.025471946,0.000047417474,0.00013853812,0.0014180143,0.0029118992,0.0002637448,0.00021802375,0.0021183447,0.000061708764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024897765,0.000059856084,0.000003797399,0.00003133585,0.00005249561,0.000051145045,0.07355885,9.70543e-8,0.000033778186,0.0044561587,0.7888931,0.13283446],"study_design_scores_gemma":[0.00009543391,0.00028205413,0.000036134694,0.0002394855,0.000009336349,0.000021743039,0.13103695,0.0000038071273,0.00007087123,0.009677573,0.85846937,0.000057232854],"about_ca_topic_score_codex":0.0011100167,"about_ca_topic_score_gemma":0.000081059196,"teacher_disagreement_score":0.5973682,"about_ca_system_score_codex":0.00017844161,"about_ca_system_score_gemma":0.0012815377,"threshold_uncertainty_score":0.9998016},"labels":[],"label_agreement":null},{"id":"W4281723500","doi":"10.29333/ajqr/12130","title":"Exploring Structure and Culture in the Lived Acculturation Experiences of Newcomer Varsity Athletes in Manitoba","year":2022,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Resilience and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Acculturation; Athletes; Context (archaeology); Thematic analysis; Mental health; Immigration; Psychology; Psychological resilience; Sociology; Gerontology; Social psychology; Ethnic group; Qualitative research; Anthropology; Medicine; Political science; Geography; Physical therapy; Psychiatry","score_opus":0.5497546016767145,"score_gpt":0.5964104803503191,"score_spread":0.046655878673604545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281723500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983134,0.0005192315,0.0000040405453,0.00066270126,0.00006929181,0.00017318195,0.00000548787,8.51126e-7,0.00025176414],"genre_scores_gemma":[0.9993545,0.000276355,0.00017635136,0.00008219181,0.000034249013,0.000048239006,0.0000016834779,0.000003449282,0.000023020295],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9931136,0.005485241,0.0003555339,0.00013070472,0.00067199714,0.00024296783],"domain_scores_gemma":[0.99859434,0.0008813753,0.0002545147,0.00009369857,0.00012591669,0.000050153074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004078287,0.000064710264,0.00021379927,0.00030635897,0.00015439378,0.000014986619,0.0003054088,0.000013391532,0.00007748177],"category_scores_gemma":[0.0001631188,0.00004085797,0.000030337935,0.0010431962,0.00048665836,0.00023575137,0.00006329918,0.0007699602,6.522178e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030380944,0.000096816395,0.005581346,0.0000091373695,0.000010419019,0.000026484528,0.97056407,0.000010755783,0.00088878593,0.00041910526,0.00013232967,0.021956965],"study_design_scores_gemma":[0.00028537062,0.00180273,0.06620906,0.000028465518,0.0000013330521,0.00003885839,0.93066436,0.0000025473282,0.00018838917,0.0005526918,0.00018670502,0.00003950374],"about_ca_topic_score_codex":0.0024959939,"about_ca_topic_score_gemma":0.00023417412,"teacher_disagreement_score":0.060627718,"about_ca_system_score_codex":0.0001186671,"about_ca_system_score_gemma":0.00006933131,"threshold_uncertainty_score":0.37732127},"labels":[],"label_agreement":null},{"id":"W4292794396","doi":"10.29333/ajqr/12290","title":"Meeting Needs and Seeking Peace: Experiences of Micro-Finance Loan Recipient Women of Karachi, Pakistan","year":2022,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Brock University","funders":"","keywords":"Loan; Micro finance; Business; Political science; Economic growth; Finance; Economics; Microfinance","score_opus":0.12430161555479488,"score_gpt":0.4327727509787739,"score_spread":0.30847113542397897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292794396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98868215,0.008786665,0.0005951482,0.00032199267,0.0001178277,0.00012073556,0.00005109817,0.000002134597,0.0013222692],"genre_scores_gemma":[0.9958407,0.0018467976,0.002011641,0.00004223284,0.00004349125,0.000026849635,0.0000011951881,0.000017289363,0.00016975719],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99688745,0.0007344012,0.0013765123,0.00024304175,0.0003096418,0.0004489758],"domain_scores_gemma":[0.9965738,0.00072206475,0.0020910024,0.00019911138,0.00032954843,0.00008449634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0132502075,0.00012760861,0.0008001126,0.00094712636,0.00036316345,0.00002304038,0.0004633989,0.000027100636,0.00010203758],"category_scores_gemma":[0.0004998348,0.0001350907,0.0001187586,0.0016873153,0.0010813393,0.00019758363,0.00038425036,0.0005607546,0.0000022751851],"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":[0.00047664988,0.00026284583,0.0060849017,0.000062577,0.00005753285,0.00001212664,0.95222473,0.00004731295,0.0085528875,0.01995223,0.00029625234,0.01196997],"study_design_scores_gemma":[0.0005499945,0.0035954441,0.0025647613,0.00012164517,0.0000027052915,0.000022223861,0.9712235,0.00006791728,0.0023057826,0.006797132,0.012550338,0.00019857514],"about_ca_topic_score_codex":0.000503321,"about_ca_topic_score_gemma":0.0000030134483,"teacher_disagreement_score":0.018998766,"about_ca_system_score_codex":0.00030719448,"about_ca_system_score_gemma":0.00013905099,"threshold_uncertainty_score":0.5508838},"labels":[],"label_agreement":null},{"id":"W4309613090","doi":"10.29333/ajqr/12620","title":"The Lived Experiences of COVID-19 Quarantined Omani Adults: A Phenomenological Study","year":2022,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Cape Breton University","funders":"","keywords":"Snowball sampling; Quarantine; Mindset; Interpretative phenomenological analysis; Nonprobability sampling; Qualitative research; Coronavirus disease 2019 (COVID-19); Lived experience; Psychology; Empowerment; Medicine; Sociology; Psychotherapist; Political science; Social science; Environmental health","score_opus":0.47448234096226505,"score_gpt":0.6495305188547612,"score_spread":0.17504817789249616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309613090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924209,0.0014130963,0.00012575254,0.0043233703,0.00024133117,0.0006144596,0.000012324067,0.000009078063,0.00083969097],"genre_scores_gemma":[0.998695,0.000096809505,0.000097235075,0.00044539061,0.000076104596,0.00028074157,0.000001037818,0.000013272193,0.0002944118],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9766305,0.019927325,0.00092771207,0.00029708853,0.0016200428,0.0005973394],"domain_scores_gemma":[0.9859261,0.012129786,0.0008297155,0.00032673118,0.000446369,0.0003413305],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.019804837,0.0001318733,0.00049733784,0.00038864437,0.0010201246,0.000022775715,0.0009984297,0.000018026436,0.0012329197],"category_scores_gemma":[0.0019891867,0.000085234344,0.00013880576,0.001431941,0.0022535385,0.000055128417,0.00028363752,0.0009737444,0.000013875929],"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":[0.0071173105,0.0017124531,0.0015655559,0.000020261421,0.00017285119,0.00012303502,0.97353065,0.0000056168915,0.000050376228,0.002515011,0.0011304056,0.012056477],"study_design_scores_gemma":[0.0017336248,0.03155371,0.0021830485,0.000009846492,0.0000079743695,0.000039112972,0.95684403,0.0000061047886,0.0000055390083,0.00077863876,0.006752743,0.00008562184],"about_ca_topic_score_codex":0.0039999546,"about_ca_topic_score_gemma":0.00006432943,"teacher_disagreement_score":0.02984126,"about_ca_system_score_codex":0.00060394907,"about_ca_system_score_gemma":0.0013757733,"threshold_uncertainty_score":0.9996801},"labels":[],"label_agreement":null},{"id":"W4380082686","doi":"10.29333/ajqr/13239","title":"Experiences of Advanced Standing Program Nursing Students and Instructors Practicing Transcendental Meditation","year":2023,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Mindfulness and Compassion Interventions","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":"Nova Scotia Health Authority; Cape Breton University; Cape Breton Regional Hospital; University of New Brunswick","funders":"","keywords":"Transcendental meditation; Thematic analysis; Meditation; Intervention (counseling); Nursing; Nurse education; Psychology; Certification; Medical education; Medicine; Qualitative research; Sociology","score_opus":0.32360497303192814,"score_gpt":0.6634292156817633,"score_spread":0.33982424264983513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380082686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970266,0.0000919776,0.0016060596,0.0002699862,0.00033246932,0.00016392833,0.0000047285835,0.000009585608,0.000494627],"genre_scores_gemma":[0.99901336,0.000014395862,0.0006697584,0.000002692469,0.00004400608,0.00016778619,0.000001196662,0.000010073711,0.00007671458],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99586195,0.0021701967,0.00054012914,0.00014435533,0.0010203293,0.00026307144],"domain_scores_gemma":[0.99734443,0.0015269327,0.0004909829,0.000079759695,0.00043751067,0.00012038124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038116782,0.0000750254,0.0002695087,0.0006456228,0.00015495377,0.00003820776,0.00020709977,0.000020404821,0.0003203403],"category_scores_gemma":[0.0004164394,0.00006111683,0.0000804219,0.0011180497,0.0010108155,0.0002287648,0.00002339062,0.0003330712,0.0000044858307],"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":[0.00044528476,0.00035121792,0.0010907315,0.000019029558,0.00011590115,0.000018666367,0.6879913,0.000002991013,0.00048566653,0.0049952017,0.00030907648,0.3041749],"study_design_scores_gemma":[0.0005835877,0.0029139991,0.01709856,0.0004525666,0.0000099688095,0.000023865734,0.9761438,0.000013726957,0.0006374107,0.0020107678,0.00005433661,0.000057448982],"about_ca_topic_score_codex":0.00003624802,"about_ca_topic_score_gemma":0.000002426095,"teacher_disagreement_score":0.30411744,"about_ca_system_score_codex":0.00007000033,"about_ca_system_score_gemma":0.00005922205,"threshold_uncertainty_score":0.37243915},"labels":[],"label_agreement":null},{"id":"W4380090292","doi":"10.29333/ajqr/13230","title":"Introduction to Qualitative Data Analysis and Coding with QualCoder","year":2023,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Qualitative Research Methods and Applications","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"European Commission; Université du Québec à Montréal","keywords":"Coding (social sciences); Computer science; Qualitative research; Thematic analysis; Data science; Qualitative analysis; Qualitative property; Sociology","score_opus":0.663905052190892,"score_gpt":0.7320846596169603,"score_spread":0.06817960742606832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380090292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42913675,0.00020794418,0.3370272,0.23009883,0.00006493895,0.00080622867,0.00022612067,0.000061029696,0.00237095],"genre_scores_gemma":[0.8357027,0.0013627715,0.15959027,0.00014153273,0.0010797605,0.00006917752,0.00004533889,0.000038760674,0.0019696762],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9656663,0.030115107,0.0005675712,0.00052275445,0.0024056996,0.0007225663],"domain_scores_gemma":[0.97434187,0.021243148,0.00039449657,0.00052453874,0.0028642805,0.0006316668],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10586621,0.00013422765,0.0005770469,0.002234759,0.0009839117,0.00020228274,0.0008240296,0.00003378737,0.00009888466],"category_scores_gemma":[0.016956452,0.00010438659,0.000078414436,0.015422373,0.0039345417,0.00057887024,0.0002733273,0.0006374458,0.00006121258],"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":[0.00026691222,0.000070710594,0.00022228462,0.000016672822,0.00087946816,0.000009575899,0.8555084,0.00003180165,0.00080122566,0.08398972,0.0105557535,0.04764748],"study_design_scores_gemma":[0.00018528159,0.0009204242,0.0013104709,0.00003130084,0.00006852696,0.0000016438205,0.9546434,0.00008649279,0.00007253218,0.009585806,0.0329467,0.00014737152],"about_ca_topic_score_codex":0.0032255475,"about_ca_topic_score_gemma":0.001091272,"teacher_disagreement_score":0.40656593,"about_ca_system_score_codex":0.00019734816,"about_ca_system_score_gemma":0.0006269418,"threshold_uncertainty_score":0.9987762},"labels":[],"label_agreement":null},{"id":"W4401955217","doi":"10.29333/ajqr/14888","title":"Review of Grounded Theory for Mental Health Service and Migrant Health Research","year":2024,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Qualitative Research Methods and Applications","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Grounded theory; Mental health; Mental health service; Psychology; Sociology; Applied psychology; Qualitative research; Psychiatry; Social science","score_opus":0.7435711975250536,"score_gpt":0.7701231613760053,"score_spread":0.02655196385095171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401955217","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064651463,0.3443033,0.016866414,0.627433,0.000092163566,0.0026627372,0.00031210345,0.000018821258,0.0018462857],"genre_scores_gemma":[0.13573891,0.7406153,0.114058994,0.0062992065,0.0008418049,0.00048809542,0.000036543708,0.00011714438,0.0018039609],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9286042,0.06652565,0.0010290028,0.00032828795,0.0025426017,0.0009702947],"domain_scores_gemma":[0.9576179,0.037081935,0.000416723,0.0002020392,0.004033131,0.00064830575],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2842557,0.00011631373,0.00070406543,0.0007587682,0.0012131978,0.000111966816,0.0005382039,0.000029521925,0.000060586848],"category_scores_gemma":[0.009201402,0.0000907996,0.00016544126,0.003867504,0.0046661883,0.00026287028,0.00010706509,0.0009858599,0.0000073419474],"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":[0.00012904561,0.00009896455,0.000002233971,0.0043158354,0.00010250507,9.1269465e-7,0.3197144,4.51507e-8,0.00012029484,0.35258403,0.030493375,0.29243836],"study_design_scores_gemma":[0.00018666036,0.0023901516,0.00003783674,0.007747081,0.0000039131182,0.000004768817,0.50854963,0.000012474203,0.000016621816,0.12399744,0.35697854,0.00007490483],"about_ca_topic_score_codex":0.00650687,"about_ca_topic_score_gemma":0.00047657258,"teacher_disagreement_score":0.6211338,"about_ca_system_score_codex":0.00062645954,"about_ca_system_score_gemma":0.00512246,"threshold_uncertainty_score":0.9991445},"labels":[],"label_agreement":null},{"id":"W4401956492","doi":"10.29333/ajqr/14937","title":"Methodological Considerations in Conducting a Bilingual Study","year":2024,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Psychology","score_opus":0.9450320174799131,"score_gpt":0.808858577237655,"score_spread":0.13617344024225808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401956492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982375,0.001174837,0.00039280733,0.01184868,0.00031462443,0.00047106258,0.0000061311607,0.00002481805,0.003392004],"genre_scores_gemma":[0.9916576,0.000061525614,0.007558185,0.00024045649,0.00020220366,0.000059395992,7.016382e-7,0.000016218279,0.00020369726],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91379666,0.08370094,0.0012441406,0.00019208669,0.00062756473,0.00043859304],"domain_scores_gemma":[0.887123,0.110149086,0.00033096678,0.0002681793,0.001982926,0.00014583467],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07360196,0.000093086164,0.00046438636,0.0007981059,0.00057957123,0.00003421885,0.0002615495,0.00005520793,0.0003128451],"category_scores_gemma":[0.034139495,0.000068267356,0.000077803925,0.0012196788,0.00062421366,0.000121918645,0.00014418938,0.004063127,0.00006527982],"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":[0.0001446054,0.00018295078,0.008308129,0.00010388862,0.0000820809,0.00013123537,0.9573922,0.000019231533,0.00025787135,0.024462035,0.0010151085,0.007900627],"study_design_scores_gemma":[0.00024933822,0.0020206077,0.001175698,0.0007669302,0.0000057593647,0.000023667486,0.97849756,0.00011502247,0.000014416641,0.016472142,0.0005908006,0.000068074354],"about_ca_topic_score_codex":0.0012851486,"about_ca_topic_score_gemma":0.00027585193,"teacher_disagreement_score":0.039462466,"about_ca_system_score_codex":0.00037479593,"about_ca_system_score_gemma":0.002251635,"threshold_uncertainty_score":0.9982345},"labels":[],"label_agreement":null},{"id":"W4404723184","doi":"10.29333/ajqr/15595","title":"“&lt;i&gt;If It’s My Time”&lt;/i&gt;: A Qualitative Study of COVID-19 Vaccine Intention Among a Sample of Arab Americans","year":2024,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","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":"National Institute of Child Health and Human Development; National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Washington; Boston College","keywords":"Coronavirus disease 2019 (COVID-19); Sample (material); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Psychology; Virology; Medicine; Internal medicine; Chemistry; Outbreak; Infectious disease (medical specialty); Chromatography","score_opus":0.25055015973128464,"score_gpt":0.4985065371369415,"score_spread":0.24795637740565685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404723184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598532,0.0019704653,0.0299109,0.0053803013,0.00017305293,0.0007802819,0.00063863065,0.000026251426,0.0012669471],"genre_scores_gemma":[0.9968125,0.0006326509,0.001498422,0.00023796217,0.00009694534,0.000042171258,0.000014023582,0.00006839761,0.00059693307],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9901457,0.004554528,0.002986186,0.00067875825,0.0008405837,0.00079428894],"domain_scores_gemma":[0.97673786,0.018166615,0.0026291546,0.00056381564,0.0012920926,0.0006104889],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02776132,0.00035155265,0.0019142014,0.0032878374,0.00016451333,0.000097404176,0.0008629308,0.00008654131,0.000678268],"category_scores_gemma":[0.022804352,0.00034074357,0.00047331347,0.0044062254,0.001648515,0.00062236615,0.00024147976,0.0009919632,0.00010820778],"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":[0.0012686675,0.0014546575,0.0045565334,0.0004509094,0.0019061574,0.00006779336,0.9569212,0.00035793026,0.0022138103,0.01630875,0.009892124,0.0046014744],"study_design_scores_gemma":[0.003550971,0.018589817,0.01041675,0.00058769545,0.00010765722,0.000029906241,0.89861244,0.0022516001,0.00012570302,0.047041085,0.017998807,0.00068754033],"about_ca_topic_score_codex":0.0063885814,"about_ca_topic_score_gemma":0.00030354853,"teacher_disagreement_score":0.058308728,"about_ca_system_score_codex":0.0012433027,"about_ca_system_score_gemma":0.0010423055,"threshold_uncertainty_score":0.99990445},"labels":[],"label_agreement":null},{"id":"W4407633314","doi":"10.29333/ajqr/15880","title":"Is Anecdotal Evidence Science?","year":2025,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Astrobiology; Physics","score_opus":0.43811351225851985,"score_gpt":0.6859147150484807,"score_spread":0.24780120278996082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407633314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95660895,0.0013251877,0.00041480307,0.03463683,0.000118096905,0.00012154833,0.0000025612362,0.0000060950038,0.006765946],"genre_scores_gemma":[0.9936618,0.00056053215,0.0032851622,0.0012120641,0.0001024315,0.0000031040875,2.1220525e-7,0.0000060411394,0.0011686126],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960616,0.0010080965,0.0005422939,0.0002227,0.0017395008,0.00042578788],"domain_scores_gemma":[0.9085892,0.08537388,0.0003103157,0.0003671764,0.00479005,0.00056941016],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01875708,0.000082683655,0.00044727387,0.0008151051,0.00017183379,0.000051806644,0.00033401026,0.000024087736,0.00012629249],"category_scores_gemma":[0.27406293,0.000058767986,0.00015069116,0.0031903198,0.0050688614,0.00015686575,0.00010575464,0.0007945494,0.000050731986],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049353037,0.0016662023,0.07580773,0.0001483111,0.0006294071,0.0007392984,0.08874415,0.000006562757,0.0133894095,0.017566947,0.07795676,0.7184099],"study_design_scores_gemma":[0.0057023256,0.03625092,0.43667424,0.04414301,0.00031529184,0.0007016935,0.41050658,0.0002906772,0.022617787,0.033090923,0.009145621,0.0005609443],"about_ca_topic_score_codex":0.00016930082,"about_ca_topic_score_gemma":9.825023e-7,"teacher_disagreement_score":0.71784896,"about_ca_system_score_codex":0.00023871889,"about_ca_system_score_gemma":0.0030848822,"threshold_uncertainty_score":0.99763876},"labels":[],"label_agreement":null},{"id":"W4407634723","doi":"10.29333/ajqr/15892","title":"Nursing Students’ Transition Experiences from Final Year Nursing Student (FYNS) to Newly Graduated Registered Nurse (NGRN) during the COVID Pandemic","year":2025,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"COVID-19 and Mental Health","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":false,"ca_institutions":"Mount Royal University; Alberta Health; University of Alberta","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Nursing; Registered nurse; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychology; Virology; Infectious disease (medical specialty); Internal medicine","score_opus":0.3999923664151485,"score_gpt":0.6630690575630228,"score_spread":0.2630766911478743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407634723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98067856,0.00063927344,0.003457313,0.013388655,0.0005309864,0.00054135843,0.000020121639,0.00001874703,0.0007250073],"genre_scores_gemma":[0.9978509,0.000085864456,0.00031573334,0.00087686296,0.00019514876,0.00006122062,0.000003682816,0.000019496012,0.000591094],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9907474,0.005907718,0.0007976292,0.00041256365,0.0014661063,0.0006686016],"domain_scores_gemma":[0.99612063,0.0023933733,0.0003632273,0.0003585095,0.00041739273,0.00034685264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004922944,0.00018907647,0.0004751332,0.0006037411,0.0005509271,0.00011806115,0.0008338143,0.000048589045,0.00015660112],"category_scores_gemma":[0.00031110493,0.00014391438,0.00014676177,0.0014225458,0.0014250315,0.00014529206,0.000037789803,0.0008826642,0.000035377227],"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":[0.00405813,0.0009209894,0.004808001,0.000021581931,0.00019545967,0.000060900846,0.9529674,0.00002060847,0.001772976,0.00057000376,0.0020265232,0.032577407],"study_design_scores_gemma":[0.0018493641,0.0016551657,0.09287839,0.001014082,0.00003320341,0.000025992418,0.90049297,0.0000037357297,0.00011930145,0.0013142952,0.00048146947,0.00013204978],"about_ca_topic_score_codex":0.0021133898,"about_ca_topic_score_gemma":0.000079888065,"teacher_disagreement_score":0.088070385,"about_ca_system_score_codex":0.0018670573,"about_ca_system_score_gemma":0.00071570283,"threshold_uncertainty_score":0.58686584},"labels":[],"label_agreement":null},{"id":"W4408254841","doi":"10.29333/ajqr/16033","title":"Against the Current: Lived Experiences of Nursing Educators with Concept-Based Curriculum in Canada","year":2025,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia; Cape Breton University","funders":"Cape Breton University","keywords":"Curriculum; Current (fluid); Nursing; Pedagogy; Psychology; Medical education; Medicine; Sociology; Engineering; Electrical engineering","score_opus":0.1385461852476851,"score_gpt":0.5264424130173361,"score_spread":0.38789622776965094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408254841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705572,0.002540518,0.00012247957,0.024847545,0.0009973404,0.00019271809,0.0000016533077,0.0000026411358,0.0007378831],"genre_scores_gemma":[0.9991798,0.000023409992,0.00040970842,0.00024260525,0.00009972478,0.000016012624,0.0000015023886,0.000011601423,0.000015647822],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9920974,0.005637427,0.0005672668,0.00018448793,0.001072426,0.0004410056],"domain_scores_gemma":[0.992573,0.0053712763,0.0006265797,0.00021029258,0.0010938662,0.00012497934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003967913,0.00013301683,0.00036913084,0.00054242613,0.00022197212,0.000049948336,0.0005034682,0.000015981626,0.000015772106],"category_scores_gemma":[0.0015572677,0.00008834533,0.000058323407,0.002303139,0.0025141183,0.00018589637,0.0000056429903,0.0010408373,6.195828e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006381563,0.00051709835,0.005824392,0.000041952822,0.00003939815,0.0000035575224,0.8456605,0.00008609665,0.00005677773,0.00018973036,0.004760097,0.14218225],"study_design_scores_gemma":[0.00042243398,0.00064534426,0.0052959966,0.0016328343,0.000018841925,0.0000033751292,0.989455,0.00006822101,0.0011912014,0.00029270197,0.0008759822,0.00009808319],"about_ca_topic_score_codex":0.17071553,"about_ca_topic_score_gemma":0.025686353,"teacher_disagreement_score":0.14502917,"about_ca_system_score_codex":0.0012345182,"about_ca_system_score_gemma":0.008505014,"threshold_uncertainty_score":0.99711585},"labels":[],"label_agreement":null},{"id":"W4410068464","doi":"10.29333/ajqr/16279","title":"Adversity Creates Serendipity: COVID-19 Lockdown Experiences of Six Young Women in Hospitality and Tourism","year":2025,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"COVID-19 and Mental Health","field":"Psychology","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":"Serendipity; Coronavirus disease 2019 (COVID-19); Hospitality; Tourism; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Advertising; Psychology; History; Business; Medicine; Virology","score_opus":0.19626639101959928,"score_gpt":0.6007068571034639,"score_spread":0.40444046608386464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410068464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935872,0.0008142581,0.00015161566,0.0026137177,0.00013677725,0.00021555538,0.000018760624,0.000005072393,0.0024570317],"genre_scores_gemma":[0.9985369,0.0001917566,0.00014837051,0.00035339827,0.000028743007,0.00002557963,0.0000010575643,0.0000060101506,0.0007082098],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9934306,0.004448136,0.00062861934,0.0002797227,0.0006086626,0.0006042159],"domain_scores_gemma":[0.9947843,0.003850681,0.00037633753,0.00020912004,0.00031848124,0.00046108037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011347848,0.00012529467,0.0005856182,0.00079128175,0.00015750472,0.000018781066,0.0003384065,0.00005022879,0.0002714247],"category_scores_gemma":[0.0014985419,0.00010866735,0.00007100248,0.0012485313,0.0019766772,0.00014800928,0.00014761573,0.0005570181,0.000003086878],"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":[0.0018087138,0.00038278615,0.18368231,0.00015596948,0.00012864816,0.00006507172,0.7999279,0.0000013781264,0.00004873775,0.0021897466,0.0010538262,0.010554941],"study_design_scores_gemma":[0.0010555933,0.0026158846,0.15332669,0.000066004766,0.0000054309257,0.0000068815352,0.838683,0.0000018486523,0.00006351739,0.0035078377,0.0005876773,0.00007961991],"about_ca_topic_score_codex":0.013257586,"about_ca_topic_score_gemma":0.0002085892,"teacher_disagreement_score":0.038755137,"about_ca_system_score_codex":0.0011839041,"about_ca_system_score_gemma":0.0014469194,"threshold_uncertainty_score":0.9933132},"labels":[],"label_agreement":null},{"id":"W4410068535","doi":"10.29333/ajqr/16244","title":"An Interpretive Phenomenological Analysis of Traumatic Experiences: Clarifying Meaning-making Theory","year":2025,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Interpretative phenomenological analysis; Meaning (existential); Epistemology; Psychology; Psychotherapist; Psychoanalysis; Cognitive science; Sociology; Philosophy; Qualitative research; Social science","score_opus":0.21568048547987884,"score_gpt":0.5892476272072068,"score_spread":0.37356714172732797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410068535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87599343,0.00078015996,0.11657868,0.00010695708,0.00013163408,0.00011486213,0.000008930416,0.00001002296,0.0062753204],"genre_scores_gemma":[0.9964197,0.00011988075,0.0031077317,0.00019363017,0.000037254445,0.000023720664,0.0000016792798,0.000013781208,0.00008257179],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.986851,0.010654682,0.0009848262,0.00031440606,0.0007272824,0.00046784],"domain_scores_gemma":[0.9889586,0.00864825,0.0007562967,0.00037680508,0.0011497418,0.000110292065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0143196415,0.0001690809,0.0009159544,0.0021091234,0.00016987187,0.000050954764,0.00081000314,0.00008220311,0.00051631697],"category_scores_gemma":[0.0012933789,0.0001323425,0.00032071408,0.0038127503,0.002394945,0.0001524292,0.000051042185,0.0010033442,0.000003509169],"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":[0.001301706,0.00035661654,0.000591819,0.00001241135,0.0030696602,0.000017553208,0.88911015,0.00015230628,0.0003739339,0.07509713,0.000026361287,0.029890344],"study_design_scores_gemma":[0.00025495523,0.0026460204,0.0019056865,0.00017863348,0.00020770276,0.000003564319,0.9737356,0.0007025528,0.000003076381,0.020204157,0.00004095322,0.00011711671],"about_ca_topic_score_codex":0.00012694056,"about_ca_topic_score_gemma":0.000025271458,"teacher_disagreement_score":0.12042632,"about_ca_system_score_codex":0.00022532327,"about_ca_system_score_gemma":0.00020358809,"threshold_uncertainty_score":0.8824274},"labels":[],"label_agreement":null},{"id":"W4415029563","doi":"10.29333/ajqr/17235","title":"Climbers’ Insights on the Health Benefits of Their Sport: Combining Photovoice and Confessional Tale Genres","year":2025,"lang":"en","type":"article","venue":"American Journal of Qualitative Research","topic":"Sport and Mega-Event Impacts","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":"Photovoice; Confessional; Thematic analysis; Mental health; Focus group; Perspective (graphical); Qualitative research; Narrative; Participatory action research","score_opus":0.3015210589906383,"score_gpt":0.5664764678709859,"score_spread":0.26495540888034763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415029563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976021,0.0013978186,0.0000088894,0.013565181,0.000096540876,0.00018755607,0.000008527128,0.0000033357676,0.008711142],"genre_scores_gemma":[0.9973922,0.0012978335,0.0000952006,0.00068539457,0.00006268335,0.0000034338682,0.0000011092,0.0000059545964,0.00045619244],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9956987,0.0023429748,0.0004458391,0.00012448324,0.0010217068,0.0003662898],"domain_scores_gemma":[0.99336237,0.0050023706,0.0005547704,0.00011373728,0.0007456627,0.00022110294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012126954,0.00008932994,0.0003864638,0.0003356794,0.0006223103,0.000036076577,0.00030727734,0.000028602224,0.000044211916],"category_scores_gemma":[0.0010801014,0.00005346759,0.00007926516,0.00091135624,0.0022388292,0.00012905135,0.00005733646,0.000516755,0.0000018650879],"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":[0.00052886043,0.00021231185,0.0023640248,0.000022649048,0.00013622976,0.000005449521,0.49683908,0.0000061834785,0.0002055618,0.4668967,0.0031351952,0.029647756],"study_design_scores_gemma":[0.0005393183,0.0021302167,0.018363867,0.00081536203,0.00000741195,0.0000029067999,0.92316955,0.0000046505165,0.0007471786,0.008803348,0.045319427,0.00009674216],"about_ca_topic_score_codex":0.0025762909,"about_ca_topic_score_gemma":0.00038207637,"teacher_disagreement_score":0.45809335,"about_ca_system_score_codex":0.0001142532,"about_ca_system_score_gemma":0.0015009679,"threshold_uncertainty_score":0.82490593},"labels":[],"label_agreement":null}]}