{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"42866b6664bd","filters":{"venue":"South Asian Journal of Business Studies"}},"results":[{"id":"W4214825856","doi":"10.1108/sajbs-06-2021-0239","title":"Information technology investment and working capital management efficiency: evidence from India survey data","year":2022,"lang":"en","type":"article","venue":"South Asian Journal of Business Studies","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Camosun College; Mount Royal University; University of Saskatchewan","funders":"","keywords":"Accounts payable; Accounts receivable; Working capital; Investment (military); Cash conversion cycle; Business; Empirical research; Originality; Value (mathematics); Finance; Cash; Economics; Marketing; Cash management; Statistics","authors":[{"name":"Amarjit Gill","is_ca":true},{"name":"Parminder Singh Kang","is_ca":true},{"name":"Afshin Amiraslany","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04746534787087454,"gpt":0.2380762573910185,"spread":0.1906109095201439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009776079,0.0001664355,0.000186118,0.001836392,0.0003008839,0.001210703,0.0005345856,0.0002017728,0.002784161],"category_scores_gemma":[0.008430905,0.0001749879,0.0003173018,0.004215906,0.0004435906,0.0007442328,0.0007117589,0.0004566307,0.0004413362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006342775,"about_ca_system_score_gemma":0.000992088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01881765,"about_ca_topic_score_gemma":0.01873766,"domain_scores_codex":[0.9989511,0.0002788648,0.0001753481,0.00009903833,0.000309235,0.0001863934],"domain_scores_gemma":[0.9771305,0.007091231,0.01213952,0.001142381,0.001761105,0.0007352264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000304748,0.00005785996,0.9904715,0.0001126143,0.00005188691,0.00006293922,0.0006731833,0.0002086789,0.00004861071,0.000321869,0.0007974509,0.007163031],"study_design_scores_gemma":[0.000002598863,0.00003217627,0.9964738,0.00005455249,0.000037394,0.00006874536,0.001649777,0.0003306834,0.0001269923,0.00008568997,0.001131783,0.000005748562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927515,0.0003834114,0.0002402853,0.0003315979,0.000004994798,0.00001966608,0.002016551,0.00001084431,0.004241121],"genre_scores_gemma":[0.998325,0.000259781,0.0001297772,0.00004429305,0.000006068335,0.00001238437,0.0008581172,0.000001919027,0.0003626161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01881765,"threshold_uncertainty_score":0.03741628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3141502368","doi":"10.1108/sajbs-04-2020-0098","title":"Shiftwork, mental health and performance among Indian nurses: the role of social support","year":2021,"lang":"en","type":"article","venue":"South Asian Journal of Business Studies","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Social support; Originality; Psychology; Mental health; Social psychology; Emotional exhaustion; Descriptive statistics; Multilevel model; Burnout; Applied psychology; Clinical psychology; Psychiatry","authors":[{"name":"Saif Ud Din","is_ca":false},{"name":"Vishwanath V. Baba","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0222522515728088,"gpt":0.3456549917604919,"spread":0.3234027401876831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004625852,0.0002072348,0.0002128159,0.0006558622,0.001065154,0.001107658,0.0003856237,0.0002369283,0.00158094],"category_scores_gemma":[0.002105375,0.0001157303,0.0003010434,0.0005711412,0.0008238256,0.0002621338,0.00115282,0.0005806548,0.0001008928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005626783,"about_ca_system_score_gemma":0.001053875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01468312,"about_ca_topic_score_gemma":0.02136219,"domain_scores_codex":[0.9995477,0.0001745949,0.00002646916,0.00004323571,0.00008667968,0.000121394],"domain_scores_gemma":[0.9984447,0.000492001,0.0005252809,0.00008876836,0.0001042049,0.0003450985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009734475,0.0001556421,0.9725394,0.0000873083,0.00009033605,0.0003051882,0.006018936,0.00007164519,0.0004396015,0.0002026432,0.0001933815,0.0197986],"study_design_scores_gemma":[0.000001961888,0.0000761912,0.9910812,0.00004272447,0.0000330066,0.0001518295,0.00805346,0.00008647949,0.00005044381,0.00009696787,0.0003195059,0.000006365913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983385,0.000295076,0.00002941616,0.0002444468,0.000007604991,0.00000447711,0.00002138986,0.000001563712,0.001057566],"genre_scores_gemma":[0.9997101,0.0001254254,0.00002435373,0.00002968908,0.000006506499,0.000002719923,0.000009824679,4.380624e-7,0.00009085663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01468312,"threshold_uncertainty_score":0.02919531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415945018","doi":"10.1108/sajbs-05-2023-0162","title":"Rising from the crisis by raising their businesses exploring the social media strategies for micro-level women entrepreneur success","year":2025,"lang":"en","type":"article","venue":"South Asian Journal of Business Studies","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Social media; Adaptability; Focus group; Success factors; Conceptual framework; Digital media; Qualitative research; Social network (sociolinguistics); Female entrepreneurs","authors":[{"name":"Nisha Jayasuriya","is_ca":false},{"name":"Krishantha Wisenthige","is_ca":false},{"name":"Naduni Kalansuriya","is_ca":false},{"name":"A. A. S. N. Munasinghe","is_ca":true},{"name":"Pubuddi Shamila","is_ca":false},{"name":"Suranjith Swaris","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07932372762003709,"gpt":0.2786564574107632,"spread":0.1993327297907261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001133705,0.0003014306,0.0001894369,0.00074352,0.002890627,0.003964297,0.0004919696,0.0004641843,0.007253954],"category_scores_gemma":[0.002360107,0.0001831363,0.0001891147,0.0005898707,0.001604451,0.00222773,0.003112306,0.0008799714,0.0008599202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008321251,"about_ca_system_score_gemma":0.001928314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002608775,"about_ca_topic_score_gemma":0.007698288,"domain_scores_codex":[0.9992962,0.0002879192,0.00001553595,0.00004788866,0.00006031663,0.0002922027],"domain_scores_gemma":[0.9989107,0.0003791073,0.0002029368,0.0000316616,0.0001068164,0.0003687862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001597361,0.0004531943,0.2335449,0.0005245344,0.00004007945,0.004316204,0.6188282,0.0001276572,0.001994932,0.01092602,0.008366168,0.1207183],"study_design_scores_gemma":[0.000004639227,0.0001337404,0.0325218,0.0002218219,0.00001635656,0.0003871923,0.9395756,0.0001160077,0.0003468746,0.001150402,0.02551362,0.00001196075],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722554,0.0006923237,0.0004544346,0.003042762,0.00006537161,0.00005671936,0.00004547114,0.00001252442,0.02337494],"genre_scores_gemma":[0.9937343,0.0008625971,0.0003434916,0.0004617207,0.00002078705,0.00005508497,0.00002554541,0.000007366801,0.004489302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007253954,"threshold_uncertainty_score":0.02426684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083120279","doi":"10.1108/sajbs-02-2020-0046","title":"A quarter century of management research in South Asia – III: analysis and conclusions","year":2020,"lang":"en","type":"article","venue":"South Asian Journal of Business Studies","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Originality; South asia; Quarter (Canadian coin); Geography; Sri lanka; Economic growth; Political science; Social science; Socioeconomics; Development economics; Regional science; Sociology; Economics; Qualitative research; Ethnology","authors":[{"name":"Sanjay T. Menon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0480022514065159,"gpt":0.2827037295976348,"spread":0.2347014781911189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009616253,0.0006395455,0.001139355,0.009343564,0.001087398,0.006536279,0.0007746388,0.001112546,0.006653027],"category_scores_gemma":[0.01456229,0.0004102173,0.001209291,0.02058323,0.00282127,0.006596655,0.002041117,0.002244961,0.0009170487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004078624,"about_ca_system_score_gemma":0.01369129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004569544,"about_ca_topic_score_gemma":0.004694572,"domain_scores_codex":[0.9961367,0.001309746,0.0006977108,0.0005518689,0.001063949,0.0002398635],"domain_scores_gemma":[0.9781836,0.01126329,0.003262594,0.001263585,0.005301727,0.0007251686],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002405509,0.0001010603,0.02089983,0.09659321,0.001042337,0.0006409904,0.02526055,0.0006278346,0.002438581,0.06143799,0.04927938,0.7414377],"study_design_scores_gemma":[0.000022021,0.0001900362,0.04833432,0.1327225,0.0009007407,0.001093892,0.03728728,0.0003671939,0.001310842,0.02312421,0.7545637,0.00008330032],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01099252,0.9552999,0.001093748,0.01884545,0.003102117,0.00005920666,0.0003276459,0.00002958867,0.01024978],"genre_scores_gemma":[0.08557802,0.8966948,0.002675141,0.009399238,0.002454974,0.0001657974,0.0003969661,0.00005085674,0.002584195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9906564,"threshold_uncertainty_score":0.05085623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}