{"meta":{"query_hash":"5799f0947d74","filters":{"venue":"Financial Planning Research Journal"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/5799f0947d74","api":"https://metacan.xera.ac/api/v1/cohort?venue=Financial+Planning+Research+Journal"},"results":[{"id":"W3027167221","doi":"10.2478/fprj-2018-0006","title":"Indigenous Autonomy and Financial Decision-Making in Communities","year":2018,"lang":"en","type":"article","venue":"Financial Planning Research Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Autonomy; Accountability; Financial literacy; Traditional knowledge; Political science; Business; Sociology; Public relations; Finance; Ecology; Law","score_opus":0.051060446654681645,"score_gpt":0.3495320685241971,"score_spread":0.2984716218695155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027167221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9465193,0.00037175487,0.00093223935,0.0054393485,0.000035322384,0.00002150954,0.000014707579,0.0000065037825,0.046659335],"genre_scores_gemma":[0.999059,0.00006939715,0.00011645945,0.00011714003,0.0000046944706,0.0000036835202,0.0000029829996,0.0000012679925,0.0006253462],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9945433,0.0030825012,0.00015005516,0.00039749793,0.00069983955,0.0011266894],"domain_scores_gemma":[0.99192375,0.0029456913,0.0013496638,0.00040149255,0.0011176309,0.002261769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053916257,0.00014294399,0.00020935624,0.0010597566,0.008195825,0.004439854,0.0007969737,0.0009000032,0.0046652886],"category_scores_gemma":[0.01346355,0.00014496256,0.00018708537,0.0006415362,0.014140351,0.002134177,0.0076318313,0.0015297921,0.0001626838],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007601727,0.00026101887,0.08100668,0.00011877677,0.0000510385,0.001026754,0.8045053,0.00041378068,0.0008888456,0.07645744,0.001472433,0.033721883],"study_design_scores_gemma":[0.00003688583,0.0001305589,0.13364175,0.00048664276,0.000039745522,0.00046987247,0.74209833,0.00089920504,0.00039660465,0.066785954,0.054924108,0.000090457936],"about_ca_topic_score_codex":0.08021696,"about_ca_topic_score_gemma":0.10537524,"teacher_disagreement_score":0.08021696,"about_ca_system_score_codex":0.004151784,"about_ca_system_score_gemma":0.006579295,"threshold_uncertainty_score":0.15950006},"labels":[],"label_agreement":null},{"id":"W4392846421","doi":"10.2478/fprj-2023-0001","title":"Canadian Retirement Planning Behavior: How Reliance on a Government Pension Relates to Pre-Retirement Savings and Planning Behaviours","year":2023,"lang":"en","type":"article","venue":"Financial Planning Research Journal","topic":"Retirement, Disability, and Employment","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":"Pension; Government (linguistics); Poverty; Socioeconomic status; Retirement planning; Variety (cybernetics); Economics; Business; Public economics; Economic growth; Actuarial science; Finance; Environmental health; Population; Medicine","score_opus":0.30507116397352213,"score_gpt":0.47697688123395965,"score_spread":0.17190571726043752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392846421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98271334,0.00092688977,0.00014148775,0.0012168558,0.000025994395,0.000049837206,0.0030225099,0.000012440032,0.011890678],"genre_scores_gemma":[0.996657,0.00031273792,0.00014561733,0.000068816385,0.0000037262646,0.000012363482,0.00089980004,0.0000040841574,0.0018958668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991399,0.00009864772,0.000043761134,0.00012048087,0.00036200008,0.00023528347],"domain_scores_gemma":[0.99614906,0.00046556882,0.0009736537,0.00013341098,0.0013283708,0.00094994967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013097972,0.00036095342,0.00031446974,0.0013637383,0.003374107,0.0016726283,0.0017266958,0.00059461937,0.009484978],"category_scores_gemma":[0.0061735217,0.00023897582,0.00075462065,0.002388678,0.000805304,0.00047963473,0.0012643021,0.0009773411,0.0003621781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068242676,0.00006514943,0.9822938,0.000060498307,0.000061472005,0.000050715877,0.004890655,0.00016416845,0.000059127364,0.00044089305,0.0025996438,0.009245711],"study_design_scores_gemma":[0.000003254937,0.0000172692,0.9926697,0.000071324146,0.00002129046,0.000024337132,0.0050492273,0.00031013842,0.000026098205,0.0000676014,0.0017261711,0.000013559536],"about_ca_topic_score_codex":0.99187756,"about_ca_topic_score_gemma":0.99438125,"teacher_disagreement_score":0.019057125,"about_ca_system_score_codex":0.019057125,"about_ca_system_score_gemma":0.03493558,"threshold_uncertainty_score":0.13826978},"labels":[],"label_agreement":null},{"id":"W4392893864","doi":"10.2478/fprj-2016-0006","title":"Financial Literacy Education <i>with</i> Aboriginal People: The Importance of Culture and Context","year":2016,"lang":"en","type":"article","venue":"Financial Planning Research Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Praxis; Context (archaeology); Literacy; Public relations; Qualitative research; Sociology; Financial services; Political science; Business; Pedagogy; Finance; Social science; Geography","score_opus":0.018102801878100788,"score_gpt":0.3262551404706332,"score_spread":0.30815233859253244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392893864","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98083216,0.0005678823,0.00023126826,0.0032611394,0.00003562271,0.000023795494,0.000015027694,0.0000048256647,0.015028262],"genre_scores_gemma":[0.99740845,0.0006012291,0.00023529858,0.00028457638,0.000006645232,0.000013756313,0.000005602954,0.0000025801367,0.0014418473],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986078,0.0007259502,0.000038417376,0.0000626006,0.00013522478,0.00042995173],"domain_scores_gemma":[0.9982039,0.00070002436,0.0003144945,0.000084029765,0.00022457013,0.0004730422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022050552,0.00021122898,0.0002490012,0.0004990665,0.0092433775,0.00345032,0.0006594729,0.00049692043,0.0034900913],"category_scores_gemma":[0.0039738985,0.00016231906,0.00014095014,0.00065084663,0.0053875973,0.0014582326,0.0036665502,0.001390211,0.00019311887],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000162778,0.00003972541,0.019068861,0.00013149952,0.000005629315,0.0009398438,0.96464914,0.000022171589,0.00050366216,0.0021447872,0.000616823,0.0118616745],"study_design_scores_gemma":[0.000002011455,0.00003899957,0.016334089,0.00024295962,0.000008865617,0.00034003102,0.9745437,0.00002314907,0.00015004125,0.0005131124,0.0077923047,0.000010820508],"about_ca_topic_score_codex":0.24991536,"about_ca_topic_score_gemma":0.32588375,"teacher_disagreement_score":0.24991536,"about_ca_system_score_codex":0.003679844,"about_ca_system_score_gemma":0.008888633,"threshold_uncertainty_score":0.49692136},"labels":[],"label_agreement":null},{"id":"W4404753311","doi":"10.2478/fprj-2024-0002","title":"Comprehensive Financial Planning for a Sustainable Retirement <sup>†</sup>","year":2024,"lang":"en","type":"article","venue":"Financial Planning Research Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Retirement planning; Plan (archaeology); Consumption (sociology); Probabilistic logic; Actuarial science; Control (management); Financial plan; Dual (grammatical number); Economics; Business; Finance; Computer science","score_opus":0.07511013213827324,"score_gpt":0.35772599398132193,"score_spread":0.2826158618430487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404753311","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29361838,0.0020030972,0.61044693,0.018672401,0.0001180234,0.00025419827,0.0012118351,0.00038726337,0.07328781],"genre_scores_gemma":[0.9225587,0.00068830437,0.06806943,0.00021981138,0.00004001849,0.000104187646,0.0002112686,0.000023357763,0.0080848485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99933916,0.0003314414,0.000020478123,0.00007894475,0.00014207141,0.00008785766],"domain_scores_gemma":[0.9982736,0.0010437714,0.00025951903,0.000111801426,0.00013715804,0.00017407723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002416552,0.00043609572,0.0004318451,0.00064957,0.00085664686,0.0019179089,0.0006431273,0.0009827806,0.007124825],"category_scores_gemma":[0.00450614,0.0003314963,0.00068640755,0.00090773695,0.0010546427,0.0015879612,0.0016626994,0.0010282344,0.00033629953],"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":[0.000046675115,0.0000996857,0.005098751,0.000066835935,0.00004246998,0.00029656346,0.000499593,0.38961315,0.0004587016,0.5502129,0.005364228,0.04820041],"study_design_scores_gemma":[0.000016771757,0.00012199975,0.0034313237,0.00011117222,0.000035465575,0.00014663192,0.0006158945,0.46144852,0.00057514594,0.51219255,0.021265471,0.000039043178],"about_ca_topic_score_codex":0.011043037,"about_ca_topic_score_gemma":0.013632789,"teacher_disagreement_score":0.011043037,"about_ca_system_score_codex":0.002254006,"about_ca_system_score_gemma":0.0049004406,"threshold_uncertainty_score":0.023834884},"labels":[],"label_agreement":null},{"id":"W4404845470","doi":"10.2478/fprj-2024-0003","title":"Measuring Islamic Financial Literacy","year":2024,"lang":"en","type":"article","venue":"Financial Planning Research Journal","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","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":"Mount Saint Vincent University","funders":"","keywords":"Islam; Financial literacy; Compendium; Islamic finance; Accounting; Literacy; Political science; Business; Finance; Law; Linguistics","score_opus":0.07112289980414631,"score_gpt":0.3345733149731026,"score_spread":0.2634504151689563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404845470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89982474,0.0007433918,0.0033614468,0.0013569542,0.00009208682,0.00025129522,0.001393849,0.000041333606,0.092935085],"genre_scores_gemma":[0.99365634,0.00040121903,0.0027207828,0.00014100145,0.000028138074,0.00012446422,0.0005406007,0.0000041266376,0.0023833334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797124,0.0007597622,0.00027150157,0.00013809378,0.00066365843,0.00019585107],"domain_scores_gemma":[0.99052876,0.0029056154,0.002821308,0.00050509174,0.0025971644,0.0006420566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027455753,0.0002585457,0.00019579582,0.0023970022,0.0007588262,0.0017726911,0.00035788657,0.00044938165,0.0065036314],"category_scores_gemma":[0.014633653,0.0001044557,0.00021461213,0.0020239258,0.0011212309,0.0018305096,0.00165458,0.00079194043,0.0009362182],"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":[0.000092683105,0.00030583076,0.7278293,0.00037988657,0.00004980005,0.00013330033,0.009682816,0.0008306262,0.00080413086,0.028921999,0.008027502,0.22294216],"study_design_scores_gemma":[0.000018661238,0.00035478725,0.91171116,0.00096569385,0.000056156023,0.0002913321,0.019762749,0.0021578048,0.002704709,0.01485516,0.047046177,0.00007563382],"about_ca_topic_score_codex":0.0019157914,"about_ca_topic_score_gemma":0.0031187763,"teacher_disagreement_score":0.0065036314,"about_ca_system_score_codex":0.0011374555,"about_ca_system_score_gemma":0.0014145493,"threshold_uncertainty_score":0.021756828},"labels":[],"label_agreement":null},{"id":"W4405757572","doi":"10.2478/fprj-2024-0004","title":"Exploring the Relationships between Virtual Client Meetings, Financial Anxiety, and Trust in Financial Planning","year":2024,"lang":"en","type":"article","venue":"Financial Planning Research Journal","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","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":"Planner; Finance; Business; Anxiety; Financial plan; Psychology; Computer science","score_opus":0.2302521961390221,"score_gpt":0.3552437737043273,"score_spread":0.12499157756530521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405757572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984511,0.000044950222,0.000057022662,0.00015330157,0.0000014494397,0.000008809882,0.000019394876,0.00000146842,0.0012624473],"genre_scores_gemma":[0.99971455,0.000030224552,0.000046634956,0.00001492927,7.271162e-7,0.0000047192075,0.000010593214,5.1759986e-7,0.00017704355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737465,0.0008129154,0.00010964404,0.00010199997,0.0008372345,0.00076359673],"domain_scores_gemma":[0.98474216,0.0057414602,0.003461256,0.0003315144,0.0023435715,0.0033799813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026417195,0.00015598355,0.0002950803,0.00092443137,0.002484072,0.0033225843,0.0006678292,0.00041483005,0.0036372533],"category_scores_gemma":[0.013788022,0.0002397143,0.00025379076,0.0009898368,0.0016325007,0.0006258109,0.0017197587,0.0014587735,0.00012764776],"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":[0.00010777756,0.00036750676,0.9392606,0.000051519623,0.000037423604,0.0002176855,0.03876038,0.00016779342,0.00025484746,0.0006186011,0.00065284764,0.019502893],"study_design_scores_gemma":[0.000006203838,0.000119945944,0.89577705,0.00007521977,0.000036030586,0.0001641942,0.10126146,0.0009914249,0.00015799953,0.00022490638,0.0011578652,0.000027697577],"about_ca_topic_score_codex":0.48170027,"about_ca_topic_score_gemma":0.58527446,"teacher_disagreement_score":0.48170027,"about_ca_system_score_codex":0.0098526515,"about_ca_system_score_gemma":0.008009303,"threshold_uncertainty_score":0.95779294},"labels":[],"label_agreement":null},{"id":"W4409317748","doi":"10.2478/fprj-2025-0002","title":"Factors of Employability for Graduates Progressing through a Career in Financial Planning in Canada","year":2025,"lang":"en","type":"article","venue":"Financial Planning Research Journal","topic":"Higher Education and Employability","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":"York University","funders":"","keywords":"Employability; Career planning; Business; Finance; Financial plan; Accounting; Psychology; Pedagogy","score_opus":0.219155681462583,"score_gpt":0.4733384947327758,"score_spread":0.25418281327019276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409317748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99653506,0.00006895505,0.00003101761,0.00028894766,0.000005934031,0.000016086202,0.0001298131,0.000001874069,0.0029222297],"genre_scores_gemma":[0.99882275,0.0000789409,0.00005515133,0.000022139935,0.0000016999197,0.0000051061174,0.000076875374,9.3594656e-7,0.0009363877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992099,0.000081075195,0.000036179797,0.00003753474,0.00028800478,0.00034720503],"domain_scores_gemma":[0.99554116,0.00053265947,0.00066604227,0.00005840306,0.0011894181,0.002012418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014722926,0.00015472411,0.00015059469,0.0012717448,0.0035858015,0.0016941524,0.0006036064,0.00028900104,0.0038713252],"category_scores_gemma":[0.0052254573,0.00012256,0.00020895501,0.0014788877,0.0010479026,0.00036617185,0.0012021706,0.0007784316,0.00017957436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042534157,0.00008403944,0.9628043,0.00003311534,0.000007937863,0.00021538277,0.023121115,0.00012786736,0.00033953416,0.0006962223,0.0010301948,0.01149767],"study_design_scores_gemma":[0.0000014203998,0.000024546533,0.96220696,0.000044536457,0.0000024856674,0.00003963346,0.034921367,0.00016227587,0.00005656824,0.00005123876,0.00247965,0.0000092532355],"about_ca_topic_score_codex":0.91832685,"about_ca_topic_score_gemma":0.96070355,"teacher_disagreement_score":0.081673145,"about_ca_system_score_codex":0.009295269,"about_ca_system_score_gemma":0.024026044,"threshold_uncertainty_score":0.16430825},"labels":[],"label_agreement":null}]}