{"meta":{"query_hash":"baf696a1dfde","filters":{"venue":"Qualitative Research in Financial Markets"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/baf696a1dfde","api":"https://metacan.xera.ac/api/v1/cohort?venue=Qualitative+Research+in+Financial+Markets"},"results":[{"id":"W2146114088","doi":"10.1108/17554171111176903","title":"The financial crisis and the failure of modern social science","year":2011,"lang":"en","type":"article","venue":"Qualitative Research in Financial Markets","topic":"Financial Markets and Investment Strategies","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":"University of Guelph-Humber","funders":"","keywords":"Positivism; Financial crisis; Originality; Empiricism; Economics; Sociology; Finance; Positive economics; Epistemology; Social science; Political science; Qualitative research; Law; Macroeconomics","score_opus":0.17735520869941038,"score_gpt":0.38473448812413436,"score_spread":0.20737927942472398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146114088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6387564,0.009383528,0.0006544986,0.008388363,0.00063167367,0.0017783307,0.00017738776,0.00003066293,0.34019917],"genre_scores_gemma":[0.9984221,0.0006990606,0.0002955454,0.00013519057,0.00010060997,0.00018055193,0.0000011464833,0.000016305965,0.00014952818],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99651176,0.0008175916,0.0009052208,0.00056322967,0.00032802374,0.0008741674],"domain_scores_gemma":[0.997522,0.0013697366,0.000340561,0.00036732465,0.0003182383,0.000082161765],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.023813864,0.00019936087,0.0005155801,0.00046721337,0.0013043499,0.00014089813,0.0008830946,0.00013791486,0.000049935235],"category_scores_gemma":[0.0052094324,0.00014031163,0.000120526725,0.0015978641,0.006635167,0.00048409044,0.00036859993,0.00061768,0.000021201027],"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":[0.0007166856,0.00006980217,0.0009052269,0.000039801474,0.000007737896,0.0000030917286,0.03760462,8.553169e-8,0.000008789698,0.95380366,0.0017042329,0.0051362733],"study_design_scores_gemma":[0.0009799917,0.00011678993,0.13995644,0.000025029049,0.000001873091,7.7877223e-7,0.0043794033,0.00012768593,0.00005031666,0.8497219,0.0044778544,0.00016193627],"about_ca_topic_score_codex":0.0009298002,"about_ca_topic_score_gemma":0.00026953485,"teacher_disagreement_score":0.3596657,"about_ca_system_score_codex":0.00013113792,"about_ca_system_score_gemma":0.00034872373,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W2461767213","doi":"10.1108/qrfm-08-2015-0034","title":"Following momentum and avoiding the “Minsky Moment” evidence from investors on the Financial Instability Hypothesis","year":2016,"lang":"en","type":"article","venue":"Qualitative Research in Financial Markets","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Momentum (technical analysis); Investment (military); Economics; Originality; Value (mathematics); Financial market; Finance; Financial economics; Sociology; Qualitative research; Law","score_opus":0.3167222597703852,"score_gpt":0.3846298904026818,"score_spread":0.0679076306322966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2461767213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9668313,0.0025945744,0.00019464942,0.020423228,0.0004857293,0.000963057,0.00016081471,0.000024240397,0.008322375],"genre_scores_gemma":[0.99655116,0.0016692473,0.00012961394,0.0004848366,0.00019990932,0.0004869236,0.000001842902,0.00003205775,0.00044442216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9940118,0.0026142586,0.0009850804,0.0009924253,0.00041021503,0.0009862159],"domain_scores_gemma":[0.9791211,0.019596683,0.00030459315,0.0007342748,0.00009556513,0.0001477966],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.021807278,0.00035096603,0.0006021033,0.00040938953,0.0010081587,0.00021751429,0.0007711833,0.00019073994,0.00022582097],"category_scores_gemma":[0.031287123,0.00021032008,0.00019107031,0.001012771,0.0011407981,0.00076071796,0.0003453885,0.0007958272,0.00017066894],"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":[0.0005530156,0.0001917298,0.0237515,0.000054521443,0.00004215227,0.000021114862,0.017365268,8.775458e-7,0.00039014727,0.93664294,0.0046480224,0.01633873],"study_design_scores_gemma":[0.00055368396,0.00025754032,0.338331,0.0005515063,0.0000034987434,2.7698508e-7,0.002368552,0.00003993306,0.00026874454,0.6418396,0.0154609755,0.0003246192],"about_ca_topic_score_codex":0.0014751859,"about_ca_topic_score_gemma":0.0003861799,"teacher_disagreement_score":0.31457952,"about_ca_system_score_codex":0.00061579415,"about_ca_system_score_gemma":0.0002304829,"threshold_uncertainty_score":0.97687274},"labels":[],"label_agreement":null},{"id":"W3091860734","doi":"10.1108/qrfm-03-2019-0034","title":"Entrepreneurial microcredit support: the silver bullet for microenterprises success. The case of funds Mauricie in Quebec","year":2020,"lang":"en","type":"article","venue":"Qualitative Research in Financial Markets","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Originality; Empowerment; Sociology; Microfinance; Social constructivism; Entrepreneurship; Marketing; Autonomy; Knowledge management; Value (mathematics); Public relations; Qualitative research; Economics; Business; Economic growth; Political science; Pedagogy; Social science; Computer science","score_opus":0.10526633189373535,"score_gpt":0.39490200215291277,"score_spread":0.2896356702591774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091860734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9610797,0.0006521889,0.00001818138,0.03457154,0.00027693313,0.0011323604,0.000065669046,0.000013815358,0.0021896008],"genre_scores_gemma":[0.99686706,0.00015509946,0.000027699592,0.0016728448,0.000899897,0.0002311208,0.000013026815,0.000018059907,0.000115201416],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973172,0.0005675369,0.00062493084,0.00044980517,0.0003884517,0.0006521083],"domain_scores_gemma":[0.9957478,0.0033456204,0.00023063914,0.0002530603,0.00040003078,0.000022823004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004234518,0.00019674856,0.00034479203,0.00022333702,0.0003366583,0.00018286803,0.0006502684,0.000067664194,0.0002231975],"category_scores_gemma":[0.0045459503,0.00012593549,0.00013955911,0.001168046,0.00063077593,0.0003865249,0.0005267517,0.00039135118,0.000024814904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011820543,0.0010360356,0.1512913,0.0037660238,0.00016284353,0.0017460055,0.1115757,0.00012522902,0.002264925,0.052278336,0.6132197,0.050713394],"study_design_scores_gemma":[0.008237343,0.00063814764,0.115453415,0.0007566744,0.000103801474,0.000018423123,0.17031893,0.0008624119,0.0014114629,0.040869374,0.6601942,0.0011357834],"about_ca_topic_score_codex":0.031520743,"about_ca_topic_score_gemma":0.03082556,"teacher_disagreement_score":0.058743235,"about_ca_system_score_codex":0.00005746811,"about_ca_system_score_gemma":0.00012959505,"threshold_uncertainty_score":0.9868593},"labels":[],"label_agreement":null},{"id":"W3176862296","doi":"10.1108/qrfm-04-2020-0060","title":"Disclosure effectiveness in the financial planning industry","year":2021,"lang":"en","type":"article","venue":"Qualitative Research in Financial Markets","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Financial services; Originality; Finance; Business; Corporate governance; Financial plan; Transparency (behavior); Full disclosure; Qualitative research; Accounting management; Information asymmetry; Accounting; Public relations; Accounting information system; Sociology","score_opus":0.08990348184250997,"score_gpt":0.41621046795795313,"score_spread":0.3263069861154432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176862296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95933026,0.000419778,0.003111435,0.002737259,0.00030904543,0.00075851835,0.0000089956575,0.00003720161,0.033287495],"genre_scores_gemma":[0.9974551,0.000015771187,0.00006950127,0.0008113785,0.0009167248,0.00033266016,0.000027529759,0.000035047622,0.0003362631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936695,0.0026099933,0.0005184223,0.0007377001,0.0013901814,0.0010741649],"domain_scores_gemma":[0.99363065,0.0036740869,0.0017603183,0.00045401283,0.00045684163,0.000024106379],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.019014819,0.0002815121,0.00041019806,0.000590703,0.00041089277,0.00037625077,0.00075473526,0.00028878372,0.00014082828],"category_scores_gemma":[0.09181592,0.0002489312,0.0000970208,0.0042620255,0.0003120921,0.00095223216,0.0006820599,0.0027249055,0.00013889413],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013492681,0.001043768,0.4459215,0.0024577167,0.000035877216,0.005209252,0.019306712,0.00046903113,0.00030584013,0.32914987,0.018402653,0.17634849],"study_design_scores_gemma":[0.0010592078,0.000026043193,0.86989915,0.0009882847,0.0000053792764,0.0000021983399,0.0071974485,0.000121588404,0.000029814439,0.038453486,0.0819022,0.00031521788],"about_ca_topic_score_codex":0.0008739583,"about_ca_topic_score_gemma":0.0009664632,"teacher_disagreement_score":0.4239776,"about_ca_system_score_codex":0.00025241496,"about_ca_system_score_gemma":0.0003022679,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W4318586808","doi":"10.1108/qrfm-04-2021-0057","title":"Tunisian corporate bond market liquidity: a qualitative approach","year":2023,"lang":"en","type":"article","venue":"Qualitative Research in Financial Markets","topic":"Financial Markets and Investment Strategies","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":"Université de Hearst; École Nationale d'Administration Publique","funders":"","keywords":"Market liquidity; Corporate bond; Bond; Bond market; Secondary market; Stock exchange; Primary market; Business; Originality; Financial market; Stock market; Emerging markets; Qualitative research; Accounting; Economics; Financial system; Finance; Financial economics; Context (archaeology); Sociology","score_opus":0.38840275793717677,"score_gpt":0.43784081516747825,"score_spread":0.04943805723030148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318586808","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44347072,0.002034276,0.00056355074,0.0035606646,0.0007076095,0.0017931667,0.0010545524,0.00023941784,0.546576],"genre_scores_gemma":[0.98087794,0.0013466366,0.0022468679,0.00028970852,0.0003193102,0.001065773,0.00021073657,0.00011565217,0.013527355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99159676,0.0029123765,0.0016346833,0.0014369218,0.0004948536,0.0019244318],"domain_scores_gemma":[0.99520063,0.0028116652,0.00063695473,0.00071811344,0.00030923163,0.00032337755],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.036491945,0.00049243023,0.0011194292,0.002443616,0.0005385568,0.00026816563,0.0008172169,0.0003890256,0.00049221946],"category_scores_gemma":[0.006139356,0.0005551039,0.00024489424,0.005444529,0.0011904786,0.00085123495,0.00042245694,0.0012046391,0.0015571801],"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":[0.000637676,0.00033706852,0.0011550951,0.00026048886,0.000038315036,0.000105194726,0.049273808,0.0000050001663,0.000019720603,0.82896256,0.1181534,0.0010516748],"study_design_scores_gemma":[0.0013066904,0.0004796875,0.06674741,0.0001632189,0.0000026334355,0.0000027091012,0.035610836,0.0013003632,0.000026739632,0.8350558,0.058547296,0.0007565566],"about_ca_topic_score_codex":0.0011126858,"about_ca_topic_score_gemma":0.00012541666,"teacher_disagreement_score":0.5374072,"about_ca_system_score_codex":0.0004934613,"about_ca_system_score_gemma":0.00042540836,"threshold_uncertainty_score":0.99969006},"labels":[],"label_agreement":null},{"id":"W4416941964","doi":"10.1108/qrfm-11-2025-372","title":"“Six Faces of Globalization: Who Wins, Who Loses, and Why It Matters”, Anthea Roberts and Nicholas Lamp, Harvard University Press, 2021: overview","year":2025,"lang":"en","type":"article","venue":"Qualitative Research in Financial Markets","topic":"Globalization and political ideologies","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":"Globalization; Democracy; Irish; Happiness; Brexit; Perspective (graphical); Scale (ratio)","score_opus":0.10981264689955528,"score_gpt":0.46768855067122267,"score_spread":0.3578759037716674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416941964","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27722722,0.01494081,0.0016872495,0.16368584,0.00060398085,0.0032032374,0.0009741846,0.00010930652,0.53756815],"genre_scores_gemma":[0.89987177,0.06841692,0.0006970153,0.0036543023,0.00012926474,0.000029737523,0.00003841536,0.000021956585,0.027140642],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927562,0.005551616,0.00029709112,0.0003591199,0.00054311194,0.0004928812],"domain_scores_gemma":[0.99679893,0.0023154835,0.00007872313,0.00016147776,0.0005040765,0.00014127867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004516312,0.00013198076,0.00034674903,0.00021470021,0.00041068572,0.00011418991,0.00029177414,0.00021735606,0.00016990243],"category_scores_gemma":[0.0049178335,0.00013766935,0.0000382382,0.0011214714,0.0018671395,0.0004212057,0.00031664365,0.00025832598,0.0000043893738],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014994253,0.000060263807,0.010857118,0.00029523188,0.00001715088,0.000010500864,0.010283591,0.0000013742902,0.000004342223,0.8427195,0.13294883,0.0026521476],"study_design_scores_gemma":[0.0004910641,0.000059241385,0.056851808,0.00070534705,0.000008705699,2.4768298e-7,0.014210539,0.000026630492,0.000027392514,0.03483608,0.89263815,0.00014479143],"about_ca_topic_score_codex":0.011897385,"about_ca_topic_score_gemma":0.006720635,"teacher_disagreement_score":0.80788344,"about_ca_system_score_codex":0.00017415898,"about_ca_system_score_gemma":0.00042036493,"threshold_uncertainty_score":0.9946825},"labels":[],"label_agreement":null}]}