{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"380c5f1fe187","filters":{"venue":"Researchers World – Journal of Arts Science & Commerce"}},"results":[{"id":"W2734460701","doi":"10.18843/rwjasc/v8i3(1)/01","title":"ACADEMIC PROCRASTINATION AMONG INTERNATIONAL GRADUATE STUDENTS: THE ROLE OF PERSONALITY TRAITS, THE BIG-FIVE PERSONALITY TRAIT TAXONOMY","year":2017,"lang":"en","type":"article","venue":"Researchers World – Journal of Arts Science & Commerce","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Procrastination; Big Five personality traits; Trait; Psychology; Personality; Big Five personality traits and culture; Social psychology; Computer science","authors":[{"name":"Karim Alzangana -","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2235675724190996,"gpt":0.4394101849267675,"spread":0.2158426125076678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01288762,0.0002063884,0.0002959871,0.0003737711,0.002853073,0.000479551,0.004286455,0.00005909684,0.0001673688],"category_scores_gemma":[0.002643312,0.000131021,0.0002227113,0.0006419044,0.005374175,0.001159079,0.0005057239,0.001578337,0.000009317078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004054811,"about_ca_system_score_gemma":0.0004639913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009353943,"about_ca_topic_score_gemma":0.0007887968,"domain_scores_codex":[0.9949601,0.0005850372,0.0006844613,0.0003863758,0.002818309,0.0005657485],"domain_scores_gemma":[0.9953635,0.0007024859,0.001298996,0.0004712236,0.001969452,0.0001943417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003534567,0.0005693377,0.8062115,0.00002425657,0.0004203081,0.000007941238,0.04075478,0.00005550763,0.002062303,0.005425284,0.006029746,0.1380856],"study_design_scores_gemma":[0.000616926,0.0001156955,0.9650227,0.00009756615,0.00003977004,0.00005042342,0.01978951,0.0002618775,0.0002597074,0.001245957,0.0123752,0.0001247015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508474,0.0004506542,0.0002748473,0.0277068,0.0006397802,0.0006063335,0.00001864138,0.00001365903,0.01944185],"genre_scores_gemma":[0.9966298,0.0001248414,0.0001094819,0.0001733884,0.0004767379,0.00006144813,9.14303e-7,0.00001342366,0.002409959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1588112,"threshold_uncertainty_score":0.9984451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W642331810","doi":"","title":"DRAWING PREDICTIVE DETERMINANTS OF COLLEGE ADJUSTMENT: PERSPECTIVES FROM TWO PRIVATE SECTARIAN COLLEGIATE INSTITUTIONS","year":2012,"lang":"en","type":"article","venue":"Researchers World – Journal of Arts Science & Commerce","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; Test (biology); Population; Preference; Personality; Social psychology; Higher education; Style (visual arts); Sociology; Demography","authors":[{"name":"Jesús Alfonso","is_ca":false},{"name":"D. Datu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1769989410496359,"gpt":0.4519086921991057,"spread":0.2749097511494698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003962588,0.0002057156,0.0004757764,0.0009652672,0.0005650868,0.00005371985,0.001131183,0.00007116226,0.001047609],"category_scores_gemma":[0.0003784596,0.0001750348,0.0001852561,0.001767719,0.002799317,0.001050937,0.0001870806,0.0008171885,0.00003345749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003901991,"about_ca_system_score_gemma":0.0007015486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004054414,"about_ca_topic_score_gemma":0.0003083142,"domain_scores_codex":[0.9963943,0.0005683494,0.0006673068,0.000354847,0.001028546,0.0009866296],"domain_scores_gemma":[0.9972839,0.0005458098,0.0005110448,0.0004597667,0.0005365637,0.0006628956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003417509,0.00424724,0.5443091,0.00004475522,0.0009016378,0.0002959996,0.2329801,0.0001839124,0.02568335,0.1526023,0.0147667,0.02056742],"study_design_scores_gemma":[0.002595215,0.0006020523,0.9500051,0.0002361226,0.00007390919,0.0001831503,0.0233731,0.00009086376,0.0006547401,0.0008104909,0.02111661,0.000258704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583929,0.00238375,0.00022236,0.00228069,0.001279116,0.0002905963,0.0001405072,0.00001337601,0.03499671],"genre_scores_gemma":[0.9971049,0.00008139155,0.001180719,0.0002459946,0.0005366838,0.000007200621,0.000001300389,0.00001602254,0.0008257285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4056959,"threshold_uncertainty_score":0.9999145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124484007","doi":"","title":"Integrated Communications, Integrated Marketing Communications and Corporate Reputation: Evidences from Dell Computer Corporations","year":2012,"lang":"en","type":"article","venue":"Researchers World – Journal of Arts Science & Commerce","topic":"Marketing and Advertising Strategies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Corporation; Marketing; Reputation; Corporate communication; Integrated marketing communications; Order (exchange); Business; Marketing communication; Marketing management; Relationship marketing; Corporate governance; Sociology; Finance","authors":[{"name":"D.M.N.S.W. Dissanayake","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2066106282403837,"gpt":0.3544083466962225,"spread":0.1477977184558388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01039431,0.0001996775,0.0002958343,0.0009109364,0.001449606,0.001559558,0.001964445,0.00004400815,0.00009438583],"category_scores_gemma":[0.001624467,0.0001655612,0.00007204899,0.002619808,0.002207469,0.004565297,0.0008838875,0.0008007733,0.00002648745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311517,"about_ca_system_score_gemma":0.0003494754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007040563,"about_ca_topic_score_gemma":0.0004895949,"domain_scores_codex":[0.9973467,0.0004314544,0.0007492446,0.0002286188,0.0007608449,0.000483163],"domain_scores_gemma":[0.9944394,0.001679392,0.001182737,0.0009098748,0.00166105,0.0001275515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004813145,0.0008779229,0.6029677,0.0001985819,0.0001918918,0.00002172077,0.002516668,0.0003156148,0.005540634,0.03510051,0.04711164,0.3046758],"study_design_scores_gemma":[0.001552668,0.0001267617,0.2782909,0.004560289,0.0002409894,0.00009868052,0.01864942,0.2550004,0.0001538818,0.009359227,0.4308003,0.001166489],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889107,0.01492199,0.007510473,0.04968815,0.001188484,0.0007472505,0.00001990503,0.0002258216,0.0367872],"genre_scores_gemma":[0.9681587,0.0009420876,0.02955303,0.0006916801,0.0003297687,0.00000525913,0.00003106525,0.00001740169,0.0002710563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3836886,"threshold_uncertainty_score":0.9998504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2513721870","doi":"10.18843/rwjasc/v7i3/11","title":"MERGERS AND ACQUISITIONS-THE GAME OF PROFIT AND LOSS: A STUDY OF INDIAN BANKING SECTOR","year":2016,"lang":"en","type":"article","venue":"Researchers World – Journal of Arts Science & Commerce","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mergers and acquisitions; Market share; Business; Productivity; Revenue; Profit maximization; Profit (economics); Economics; Industrial organization; Finance; Microeconomics","authors":[{"name":"Prof. Ritesh Patel -","is_ca":false},{"name":"D. O. Shah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1246094980349223,"gpt":0.3680470383344476,"spread":0.2434375402995252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00919857,0.00008115018,0.0002031389,0.0009534119,0.0003218169,0.000175147,0.0004333864,0.00001725346,0.0001200577],"category_scores_gemma":[0.002292389,0.00004655272,0.00004042062,0.001562766,0.001071604,0.0009341079,0.0002321432,0.0002181401,0.000002227374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004247358,"about_ca_system_score_gemma":0.0002363643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002664143,"about_ca_topic_score_gemma":0.0001453758,"domain_scores_codex":[0.9975701,0.00007858138,0.0004959417,0.0001663246,0.001381161,0.0003078655],"domain_scores_gemma":[0.9977208,0.0003623796,0.0005968715,0.0002019272,0.001064651,0.00005332013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002173472,0.0002255058,0.9124395,0.0001670282,0.00004943494,0.0000461368,0.003252913,0.00005950644,0.02196289,0.00279422,0.001291579,0.05749396],"study_design_scores_gemma":[0.001452673,0.0003184081,0.9853293,0.0007298607,0.00003397579,0.00002169128,0.005545325,0.0005458334,0.001248904,0.002222269,0.002392918,0.0001588501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992463,0.0001306081,0.00002660727,0.005702998,0.00005295387,0.0002376639,4.39973e-7,0.00000363942,0.001382121],"genre_scores_gemma":[0.9994826,0.00003734823,0.0000432794,0.00007769785,0.0001036327,0.000003440459,6.67582e-8,0.000006862245,0.0002450381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07288981,"threshold_uncertainty_score":0.3948371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W253612476","doi":"","title":"Students Attitude in English and Vernacular Medium in Secondary Schools","year":2012,"lang":"en","type":"article","venue":"Researchers World – Journal of Arts Science & Commerce","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vernacular; Psychology; Medium of instruction; Institution; Mathematics education; Social psychology; Pedagogy; Sociology; Social science; Literature; Art","authors":[{"name":"Swaleha S. Pathan","is_ca":false},{"name":"Shirin Shiakh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1040921841830493,"gpt":0.3772327121805875,"spread":0.2731405279975382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01131446,0.000119665,0.0002437565,0.001030728,0.0003868284,0.0005648067,0.000762591,0.00002421626,0.0003911903],"category_scores_gemma":[0.000852058,0.00009926609,0.00004785055,0.0003308064,0.000732389,0.001857059,0.0002571958,0.002046006,0.00001435287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002471355,"about_ca_system_score_gemma":0.0002811035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002922605,"about_ca_topic_score_gemma":0.001393241,"domain_scores_codex":[0.9971947,0.0003401028,0.0003986685,0.0001649072,0.001230972,0.0006706367],"domain_scores_gemma":[0.9988304,0.0002553615,0.0001513787,0.000166994,0.0002144446,0.0003813659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006984561,0.0003792298,0.8119084,0.00003604241,0.00002241634,0.00007628159,0.1632728,0.00004193032,0.000521089,0.005399045,0.003407395,0.01486545],"study_design_scores_gemma":[0.001568277,0.0001947877,0.6216965,0.0006700408,0.000009668929,0.00002295027,0.04233767,0.00005517944,0.0001127864,0.0002816934,0.3327772,0.0002732399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719925,0.001564245,0.000002859917,0.00198318,0.0003962501,0.00009100363,8.268128e-7,0.000009506948,0.02395961],"genre_scores_gemma":[0.9971214,0.0001125171,0.0001386059,0.0002594768,0.0004781424,0.000001903419,3.146493e-7,0.00001147694,0.001876185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3293698,"threshold_uncertainty_score":0.8888993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2197320340","doi":"10.18843/rwjasc/v6i4/08","title":"School Based Management at Matauli 1 State Senior High School Pandan","year":2015,"lang":"en","type":"article","venue":"Researchers World – Journal of Arts Science & Commerce","topic":"Educational Research and Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Autonomy; Psychological intervention; China; Quality management; Educational leadership; Quality (philosophy); Medical education; Political science; Psychology; Pedagogy; Sociology; Management system; Engineering; Operations management; Medicine","authors":[{"name":"Yusuf Hadijaya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2181683615421625,"gpt":0.4898734195055676,"spread":0.2717050579634052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03116642,0.0001630453,0.0002709412,0.001316082,0.001399356,0.000694125,0.002035942,0.00003835214,0.001699163],"category_scores_gemma":[0.007930625,0.0001365786,0.0001238679,0.003047822,0.002356513,0.001379753,0.0004109244,0.0008298192,0.0003167539],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002840807,"about_ca_system_score_gemma":0.008561961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009053652,"about_ca_topic_score_gemma":0.001140276,"domain_scores_codex":[0.9908621,0.001359764,0.0005053095,0.0003527018,0.005602625,0.001317488],"domain_scores_gemma":[0.9921674,0.000859847,0.0002762494,0.0004583733,0.002023166,0.004214941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00206524,0.001290183,0.08647496,0.0001216088,0.0001862191,0.0006153855,0.01247593,0.001576821,0.005664274,0.02990296,0.6538199,0.2058065],"study_design_scores_gemma":[0.001690841,0.0003540909,0.05654724,0.0002782182,0.00001992363,0.00001463053,0.01397588,0.000158712,0.001658596,0.006986556,0.9179751,0.0003402192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6307048,0.001077326,0.001703995,0.1379789,0.001418918,0.00115622,0.00001703501,0.00006516625,0.2258777],"genre_scores_gemma":[0.858247,0.000712081,0.04122529,0.001527325,0.0005972063,0.00002204298,0.0000024946,0.00002827781,0.09763832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2641552,"threshold_uncertainty_score":0.9999007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}