{"meta":{"query_hash":"e79bee1d90dd","filters":{"venue":"Quest Journal of Management and Social Sciences"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/e79bee1d90dd","api":"https://metacan.xera.ac/api/v1/cohort?venue=Quest+Journal+of+Management+and+Social+Sciences"},"results":[{"id":"W2982187585","doi":"10.3126/qjmss.v1i1.25975","title":"Assessment of national policy to promote corporate governance in Nepal","year":2019,"lang":"en","type":"article","venue":"Quest Journal of Management and Social Sciences","topic":"Business and Economic Development","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Corporate governance; Accountability; Business; Politics; Capital market; Accounting; Economics; Finance; Political science","score_opus":0.022068550244055685,"score_gpt":0.27636021905161673,"score_spread":0.25429166880756104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982187585","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":[0.9503683,0.000010262844,0.000049903225,0.0023794973,0.00013735614,0.000100727746,9.498728e-7,0.0000011439673,0.046951886],"genre_scores_gemma":[0.9942487,0.00005067605,0.00494252,0.00027092677,0.000034369645,0.0000013247177,1.4764323e-7,0.0000016052567,0.00044973736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991655,0.000015577309,0.0002355748,0.00010568425,0.0003586459,0.000119032426],"domain_scores_gemma":[0.99964124,0.000005883128,0.0002938865,0.000021095293,0.000012733839,0.00002514792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009776289,0.000051422867,0.00012312469,0.000069741116,0.00005897323,0.000033312408,0.00018235722,0.000014446493,0.00016891095],"category_scores_gemma":[0.00000477693,0.000042225365,0.000019412862,0.00029223238,0.00010251402,0.00026453388,0.00012140998,0.000037388847,0.000009938125],"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":[0.0000126475625,0.00008525305,0.9192151,0.000021827762,0.000013457823,0.0000049978685,0.0006210922,0.0016272829,0.00014990133,0.051610943,0.0017215138,0.024915973],"study_design_scores_gemma":[0.00021008788,0.000059315164,0.98759574,0.000021435808,0.0000015541044,0.0000013296288,0.00015248603,0.0002637222,0.000010816233,0.004962107,0.006663375,0.000058027985],"about_ca_topic_score_codex":0.000074199175,"about_ca_topic_score_gemma":0.00004200033,"teacher_disagreement_score":0.06838063,"about_ca_system_score_codex":0.00017354796,"about_ca_system_score_gemma":0.000049768732,"threshold_uncertainty_score":0.18494564},"labels":[],"label_agreement":null},{"id":"W3004992330","doi":"10.3126/qjmss.v1i2.27444","title":"Tourism Entrepreneurs Awareness Level of Knowledge Management: A Literature Review","year":2019,"lang":"en","type":"review","venue":"Quest Journal of Management and Social Sciences","topic":"Business and Economic Development","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Tourism; Business; Hospitality management studies; Knowledge management; Modernization theory; Hospitality industry; Hospitality; Competitive advantage; Knowledge economy; Workforce; Personal knowledge management; Marketing; Knowledge value chain; Organizational learning; Political science","score_opus":0.10568323639740788,"score_gpt":0.33583903345434235,"score_spread":0.23015579705693445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004992330","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002186279,0.9707918,0.000036193684,0.00014420475,0.00069095317,0.00045316553,0.000010029814,0.000004554228,0.027847214],"genre_scores_gemma":[0.000047115,0.99508965,0.000801666,0.00009399773,0.00009871952,0.000011129516,0.000005744153,0.000012078411,0.0038398933],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99788725,0.00013134824,0.00091314176,0.00037283442,0.0004131838,0.00028220986],"domain_scores_gemma":[0.9986076,0.00003238121,0.0011408421,0.00013945851,0.000022986462,0.000056741315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015002802,0.00030378852,0.0012899062,0.00021722484,0.00021340596,0.00010987236,0.0008361428,0.0001047788,0.0001813487],"category_scores_gemma":[0.0000054898824,0.00021551372,0.0003228255,0.00068500196,0.00031569405,0.00036806206,0.0005852815,0.00017457776,0.000041684427],"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":[0.0000020750224,0.000061315615,0.000207118,0.03167699,0.00014002685,0.00004024776,0.0001888605,0.0000011980106,1.4223111e-8,0.0011638472,0.019634672,0.9468836],"study_design_scores_gemma":[0.00014264234,0.000031266838,0.00066010817,0.031426247,0.000630355,0.000026089048,0.00008335555,0.000001324431,9.915369e-8,0.00023956099,0.96651596,0.00024296429],"about_ca_topic_score_codex":0.000006509872,"about_ca_topic_score_gemma":0.0000046384353,"teacher_disagreement_score":0.9468813,"about_ca_system_score_codex":0.00012079685,"about_ca_system_score_gemma":0.000047605772,"threshold_uncertainty_score":0.87883943},"labels":[],"label_agreement":null},{"id":"W3005182774","doi":"10.3126/qjmss.v1i2.27443","title":"Industry Willingness to Pay for Adequate Electricity Supply: A Discourse on Sustainable Industrial Development","year":2019,"lang":"en","type":"article","venue":"Quest Journal of Management and Social Sciences","topic":"Energy Efficiency and Management","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Electricity; Environmental economics; Productivity; Willingness to pay; Mains electricity; Business; Scarcity; Prosperity; Context (archaeology); Secondary sector of the economy; Work (physics); Energy management; Economics; Economic growth; Energy (signal processing); Engineering; Economy; Microeconomics","score_opus":0.028123029989425383,"score_gpt":0.2938645106724235,"score_spread":0.2657414806829981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005182774","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":[0.97496414,0.00006351443,0.0016198778,0.0036770678,0.0008739152,0.0005345011,8.1828654e-7,0.00001943831,0.018246736],"genre_scores_gemma":[0.9853469,0.000020299589,0.0007729026,0.00055345474,0.00032875015,0.000023975801,0.0000012465445,0.000008783737,0.012943686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830407,0.00006822642,0.00035870922,0.0002490202,0.00053083576,0.00048916525],"domain_scores_gemma":[0.9994694,0.000054790613,0.00023470538,0.00006626621,0.00009249021,0.00008233776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018048778,0.0001522141,0.00023953791,0.00027645018,0.0005503699,0.00017574677,0.00038136408,0.00014006333,0.000039917715],"category_scores_gemma":[0.00002967555,0.00010525483,0.000065375345,0.00051915407,0.00008103392,0.00027431446,0.00011278109,0.00028125878,0.000005693339],"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":[0.0002867987,0.0002643815,0.0060171266,0.00007088573,0.00013891948,0.00003241354,0.0024711315,0.0053547206,0.0000106478265,0.87733364,0.006575616,0.10144369],"study_design_scores_gemma":[0.003340572,0.0026377717,0.01892908,0.00023101112,0.00016007588,0.0000037230307,0.032174688,0.00027591753,0.00086860446,0.010176278,0.9304065,0.00079576956],"about_ca_topic_score_codex":0.00007685029,"about_ca_topic_score_gemma":0.00002461422,"teacher_disagreement_score":0.92383087,"about_ca_system_score_codex":0.00012525423,"about_ca_system_score_gemma":0.00010516057,"threshold_uncertainty_score":0.42921677},"labels":[],"label_agreement":null},{"id":"W3005228761","doi":"10.3126/qjmss.v1i2.27448","title":"Graduates Perception on Job Search: A Critical Review","year":2019,"lang":"en","type":"review","venue":"Quest Journal of Management and Social Sciences","topic":"Engineering Education and Technology","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Seekers; Job analysis; Popularity; Job attitude; The Internet; Job shadow; Perception; Job design; Order (exchange); Job performance; Psychology; Public relations; Computer science; Business; Job satisfaction; Social psychology; World Wide Web; Political science","score_opus":0.17879995912100127,"score_gpt":0.4241019480800146,"score_spread":0.24530198895901334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005228761","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000038806133,0.9894939,0.002533022,0.0049387077,0.00071305904,0.00016171188,2.9968066e-7,0.00002512538,0.0021302681],"genre_scores_gemma":[0.000063778025,0.9952037,0.0040679765,0.0003036581,0.00011790357,0.000004014386,3.8880157e-7,0.0000040166447,0.0002345971],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878055,0.00012958396,0.00032897227,0.00019783068,0.0003880776,0.00017500528],"domain_scores_gemma":[0.9995478,0.00009396443,0.00015893464,0.00010408438,0.000058683952,0.000036549347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012582871,0.00013106051,0.0005351831,0.0003497146,0.00013031441,0.0001570333,0.00084638124,0.000068834306,0.000016730784],"category_scores_gemma":[0.000041668867,0.00009077923,0.00015577735,0.00045680554,0.00017505199,0.00021902549,0.00013092396,0.00025359486,0.00002304462],"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":[1.284646e-7,0.000017375449,0.0000023589137,0.0071093505,0.00001634136,0.000005754422,0.00005654609,1.2062773e-7,1.2387592e-8,0.2129524,0.006394184,0.7734454],"study_design_scores_gemma":[0.000037887665,0.00016951634,0.0000630559,0.01139809,0.00013317048,0.000040891107,0.000054280656,0.000021331376,2.32406e-8,0.0020312218,0.9859081,0.00014242412],"about_ca_topic_score_codex":8.991009e-7,"about_ca_topic_score_gemma":1.3737623e-7,"teacher_disagreement_score":0.97951394,"about_ca_system_score_codex":0.000049371974,"about_ca_system_score_gemma":0.00006754573,"threshold_uncertainty_score":0.37018692},"labels":[],"label_agreement":null},{"id":"W3005345016","doi":"10.3126/qjmss.v1i2.27446","title":"The Gap between Attitudes and Behavior in Ethical Consumption: A Critical Discourse","year":2019,"lang":"en","type":"article","venue":"Quest Journal of Management and Social Sciences","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"Universiteit Gent; Strong","keywords":"Consumption (sociology); Desk; Marketing; Consumer behaviour; Quality (philosophy); Product (mathematics); Purchasing; Business; Psychology; Social psychology; Sociology; Political science; Social science; Law","score_opus":0.30680430765325745,"score_gpt":0.5327969322749557,"score_spread":0.22599262462169828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005345016","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":[0.95930815,0.0005793967,0.0001070381,0.038300175,0.00061467424,0.00007630607,6.833689e-7,0.000001901477,0.0010116706],"genre_scores_gemma":[0.998459,0.0005878532,0.00041931903,0.00018806875,0.00016376481,0.0000020256791,8.826828e-8,0.0000014291164,0.00017848473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981605,0.00021368048,0.00036951638,0.00015320114,0.0009557085,0.00014743459],"domain_scores_gemma":[0.99785244,0.0017552449,0.00015204177,0.00005930047,0.00014198109,0.000039013677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009459962,0.000056588233,0.00014860833,0.00013639651,0.00057348574,0.0006941276,0.0003529045,0.00007297541,0.000030400974],"category_scores_gemma":[0.00050480844,0.00003133203,0.00003106153,0.0002439421,0.0014219439,0.00035125334,0.000106648906,0.00029846444,0.0000063181847],"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":[0.000006742498,0.000026101136,0.77854556,0.000013796682,0.0000037839,0.0000035345815,0.00085660786,7.197733e-7,0.0000022959682,0.20571914,0.0005099006,0.01431185],"study_design_scores_gemma":[0.0001161748,0.000056215427,0.91472393,0.00003404376,0.000018322442,0.0000038358526,0.0045826626,0.000010989313,9.841269e-7,0.07909317,0.0013102161,0.000049427243],"about_ca_topic_score_codex":0.000010449336,"about_ca_topic_score_gemma":0.00005269415,"teacher_disagreement_score":0.13617842,"about_ca_system_score_codex":0.000015463427,"about_ca_system_score_gemma":0.00005233498,"threshold_uncertainty_score":0.6693488},"labels":[],"label_agreement":null},{"id":"W3005435881","doi":"10.3126/qjmss.v1i2.27445","title":"Communication in Banking Sector: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Quest Journal of Management and Social Sciences","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Intranet; SMS banking; Extranet; Business; Order (exchange); The Internet; Internal communications; Data security; Service (business); Knowledge management; Marketing; Computer science; Finance; Computer security; World Wide Web","score_opus":0.071662838666267,"score_gpt":0.3364046195876603,"score_spread":0.26474178092139333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005435881","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000016082802,0.99741536,0.00048220865,0.00032852843,0.0001649068,0.00038714914,2.9706905e-7,0.0000068127792,0.0012131131],"genre_scores_gemma":[0.000056723908,0.9981721,0.0014253453,0.00018100259,0.000040028463,0.000006111754,8.129619e-7,0.0000037846448,0.00011409731],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9983575,0.00027312263,0.00068806147,0.00014019584,0.000411684,0.00012946274],"domain_scores_gemma":[0.9988758,0.00007706232,0.00084018335,0.00013236543,0.00005704444,0.000017560207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023160013,0.00012667353,0.0009410168,0.00025927948,0.00017754064,0.00020586659,0.0013277449,0.000042303618,0.0000038286125],"category_scores_gemma":[0.000019079891,0.00008418021,0.00011098719,0.00082444266,0.0000670335,0.00059139787,0.00026263087,0.0001506684,0.000009057304],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.0427507e-7,0.000025589767,0.000039780316,0.8943113,0.00005394353,0.0000066492553,0.00030073494,8.533436e-7,2.1432338e-9,0.0457693,0.00093896,0.058552653],"study_design_scores_gemma":[0.00011504135,0.00006980009,0.000054478376,0.8122291,0.00061297946,0.00006297133,0.000061286104,0.00008636734,2.2189843e-8,0.002906727,0.18349436,0.00030688898],"about_ca_topic_score_codex":0.0000024186222,"about_ca_topic_score_gemma":0.0000014375777,"teacher_disagreement_score":0.18255539,"about_ca_system_score_codex":0.0000651889,"about_ca_system_score_gemma":0.00009980054,"threshold_uncertainty_score":0.34327692},"labels":[],"label_agreement":null},{"id":"W4402805156","doi":"10.3126/qjmss.v6i2.69113","title":"Impact of Perceived Experiential Advertising on Consumer Behavior in Nepal: Evidence from S-O-R Theory","year":2024,"lang":"en","type":"article","venue":"Quest Journal of Management and Social Sciences","topic":"Consumer Behavior in Brand Consumption and Identification","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":"Quest University Canada","funders":"","keywords":"Experiential learning; Advertising; Psychology; Consumer behaviour; Social psychology; Business; Pedagogy","score_opus":0.054530220120915095,"score_gpt":0.3509308259353789,"score_spread":0.2964006058144638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402805156","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":[0.9971384,0.00145644,0.00006373867,0.00017282106,0.0006467567,0.00012211947,0.0000015747063,0.000014882814,0.00038327288],"genre_scores_gemma":[0.9992316,0.00035879124,0.00008297028,0.00004406189,0.0001887206,0.0000054232682,0.0000015803422,0.000005630507,0.000081233884],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989129,0.00004351034,0.00036542586,0.00018269083,0.00036060766,0.00013491425],"domain_scores_gemma":[0.9995971,0.0000673138,0.000196131,0.000055754055,0.00007372411,0.000009977542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008188406,0.00010386663,0.00017120819,0.0004995582,0.00017060428,0.0004564133,0.00020968917,0.000035523593,0.00024062663],"category_scores_gemma":[0.00002737227,0.00008054059,0.00012799453,0.00035981077,0.00026322444,0.0012240249,0.000057136047,0.00010378059,0.000011384739],"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":[0.00026684368,0.00023143202,0.44399315,0.00011060158,0.000089892164,0.00007444056,0.0019536258,0.000011029047,0.0028800387,0.007981994,0.0013675627,0.54103935],"study_design_scores_gemma":[0.00025115488,0.000022712276,0.9957018,0.00034896447,0.00015402457,0.0000013074218,0.0012789273,0.00014757241,0.000011584891,0.0011889812,0.00078807195,0.0001049251],"about_ca_topic_score_codex":0.0003454928,"about_ca_topic_score_gemma":0.00003955873,"teacher_disagreement_score":0.55170864,"about_ca_system_score_codex":0.000039936083,"about_ca_system_score_gemma":0.000026975264,"threshold_uncertainty_score":0.4401204},"labels":[],"label_agreement":null},{"id":"W4402805401","doi":"10.3126/qjmss.v6i2.69105","title":"Graduate Student’s Perception on Effectiveness of Virtual Education during Covid-19: Evidence from Structural Equation Modelling in Nepal","year":2024,"lang":"en","type":"article","venue":"Quest Journal of Management and Social Sciences","topic":"Impact of AI and Big Data on Business and Society","field":"Decision 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":"Quest University Canada","funders":"","keywords":"Structural equation modeling; Coronavirus disease 2019 (COVID-19); Perception; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Mathematics education; Psychology; Computer science; Virology; Medicine; Machine learning; Neuroscience","score_opus":0.26472970323460165,"score_gpt":0.46393282433931077,"score_spread":0.1992031211047091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402805401","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":[0.987259,0.00039388705,0.010440941,0.00092811463,0.0007825946,0.00011144289,0.000004632409,0.00000532495,0.00007411577],"genre_scores_gemma":[0.99885327,0.00046420319,0.00039775917,0.00006323803,0.00018555037,0.0000015597924,0.000002099766,0.000002419386,0.000029882543],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974987,0.00033032655,0.0004643626,0.000234911,0.0013433958,0.00012832359],"domain_scores_gemma":[0.9989954,0.0005211773,0.0002453154,0.000057994617,0.0001269808,0.0000530928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005622042,0.000092016264,0.00020876022,0.00036383123,0.00035001393,0.000553499,0.00035099313,0.000040401577,0.000019148225],"category_scores_gemma":[0.00019340962,0.000061292405,0.00008112782,0.0006281543,0.00018838613,0.0013688175,0.00006763438,0.00011637484,0.0000016922944],"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":[0.0014748672,0.0004479586,0.355704,0.00086608954,0.00023627491,0.000089745496,0.1159573,0.07303097,0.0031605207,0.07354642,0.0013568199,0.37412903],"study_design_scores_gemma":[0.00038776695,0.00028231845,0.90303636,0.0007027481,0.000041263273,0.0000032262133,0.03205577,0.020587716,0.00006396747,0.04261752,0.00006809736,0.00015325718],"about_ca_topic_score_codex":0.00029327706,"about_ca_topic_score_gemma":0.000014335092,"teacher_disagreement_score":0.54733235,"about_ca_system_score_codex":0.0001317758,"about_ca_system_score_gemma":0.00016940522,"threshold_uncertainty_score":0.53374034},"labels":[],"label_agreement":null},{"id":"W4408066255","doi":"10.3126/qjmss.v6i3.72683","title":"Student Leadership in Volatile, Uncertain, Chaotic, and Ambiguous Business Environment: Experiment from the Complexity Leadership Theory","year":2024,"lang":"en","type":"article","venue":"Quest Journal of Management and Social Sciences","topic":"Complex Systems and Decision Making","field":"Decision 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":"Quest University Canada","funders":"","keywords":"Transactional leadership; Chaotic; Psychology; Servant leadership; Leadership style; Leadership theory; Shared leadership; Computer science; Social psychology; Management; Economics","score_opus":0.47293033884455965,"score_gpt":0.40882676293679066,"score_spread":0.064103575907769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408066255","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":[0.89235044,0.06794107,0.008307588,0.024527878,0.0019332083,0.0005476809,0.000009764839,0.000027278453,0.0043551154],"genre_scores_gemma":[0.9979684,0.00017345927,0.00042236334,0.0004949959,0.00028667258,0.0000034955472,2.3215638e-7,0.0000055466535,0.0006448349],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9961981,0.00057981885,0.0007349447,0.00040031786,0.0017917716,0.00029504317],"domain_scores_gemma":[0.99859244,0.00087331526,0.00027637792,0.00013979309,0.000059185062,0.000058906695],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008322693,0.00015952929,0.0003435024,0.00029355398,0.000556382,0.0014563713,0.0007770551,0.00004387118,0.00015323788],"category_scores_gemma":[0.00010956479,0.0000891443,0.000082449056,0.0006329514,0.0011286308,0.0004521776,0.00029061662,0.00018162325,0.000010998762],"study_design_candidate":"theoretical_or_conceptual","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":[0.0002160367,0.00025011477,0.05332791,0.00009783568,0.00021402916,0.00042448915,0.06904984,0.0004625528,0.00008518736,0.5471926,0.014888441,0.313791],"study_design_scores_gemma":[0.0004697448,0.000114496994,0.5259521,0.00028002227,0.00004181828,0.000016669193,0.17243846,0.0015041553,0.000004232224,0.28276607,0.016188726,0.00022349348],"about_ca_topic_score_codex":0.00014066591,"about_ca_topic_score_gemma":0.0000898852,"teacher_disagreement_score":0.4726242,"about_ca_system_score_codex":0.000062490304,"about_ca_system_score_gemma":0.00003484017,"threshold_uncertainty_score":0.9995802},"labels":[],"label_agreement":null}]}