{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"5e115046517c","filters":{"venue":"The Business & Management Review"}},"results":[{"id":"W4296404131","doi":"10.24052/bmr/v13nu02/art-09","title":"Remittances flow to India and its impact on growth over three decades since 1991","year":2022,"lang":"en","type":"article","venue":"The Business & Management Review","topic":"Migration and Labor Dynamics","field":"Social Sciences","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":"Remittance; Destinations; China; Foreign direct investment; Developing country; Development economics; Geography; Earnings; Welfare; Economics; Business; Demographic economics; Economic growth; Finance","authors":[{"name":"Asim K. Karmakar","is_ca":false},{"name":"Subhajit Majumder","is_ca":false},{"name":"Subrata Ray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01679959499047003,"gpt":0.3223654393421773,"spread":0.3055658443517073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003933261,0.0003655985,0.0002016299,0.001814066,0.0002858333,0.001692244,0.0003911999,0.0002784705,0.002097651],"category_scores_gemma":[0.002095862,0.0001231187,0.0005432591,0.003863039,0.0003554205,0.0006139401,0.0007441076,0.0008616035,0.0008733606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000854506,"about_ca_system_score_gemma":0.0008785504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03668702,"about_ca_topic_score_gemma":0.02300167,"domain_scores_codex":[0.9996443,0.00004941448,0.00004601773,0.00006763272,0.00007451401,0.0001182227],"domain_scores_gemma":[0.998069,0.0004159501,0.0009104596,0.00009014462,0.0003586594,0.0001558947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000214122,0.00008413028,0.9463373,0.0002829493,0.0001713902,0.00142008,0.001560984,0.006232973,0.0004895835,0.003924071,0.006804254,0.03247815],"study_design_scores_gemma":[0.000004514767,0.00008098894,0.9694265,0.0001246685,0.00008967172,0.0007515837,0.002346608,0.004064114,0.0008400221,0.0004690883,0.02176761,0.00003453551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728158,0.00292507,0.0005688104,0.001334076,0.0001328666,0.00001101503,0.01079309,0.0001646604,0.01125452],"genre_scores_gemma":[0.9884173,0.00227092,0.0001890781,0.00009507908,0.0001070202,0.00001010597,0.005558211,0.00002550953,0.003326803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03668702,"threshold_uncertainty_score":0.07294697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406421111","doi":"10.24052/bmr/v15nu03/art-22","title":"Evaluating the post-pandemic recovery strategies in the UK retail fashion sector","year":2025,"lang":"en","type":"article","venue":"The Business & Management Review","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Regent College","funders":"","keywords":"Pandemic; Business; Coronavirus disease 2019 (COVID-19); Commerce; Medicine","authors":[{"name":"Flomny Menon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1223311668842143,"gpt":0.3427534122768456,"spread":0.2204222453926314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008091051,0.0004680947,0.0009260133,0.00191387,0.0004773565,0.003544384,0.0006939436,0.001121206,0.002329453],"category_scores_gemma":[0.01260172,0.0002613595,0.0005923655,0.002828581,0.0006212345,0.001715739,0.001104586,0.0007026363,0.0005329903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002900797,"about_ca_system_score_gemma":0.006558556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01708802,"about_ca_topic_score_gemma":0.03372824,"domain_scores_codex":[0.9940923,0.003281064,0.0005774092,0.0001800327,0.001412093,0.0004571358],"domain_scores_gemma":[0.9905544,0.003938774,0.001901733,0.0001611629,0.003103679,0.0003402446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005956778,0.0002620411,0.01135441,0.06651325,0.0006008453,0.0006874136,0.003529987,0.001883881,0.002288563,0.00378124,0.02113349,0.8873692],"study_design_scores_gemma":[0.000216876,0.005843261,0.1189674,0.08316453,0.002251341,0.001374845,0.0323947,0.0009694673,0.003863917,0.001800569,0.7489721,0.0001810214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06115868,0.9103198,0.0005704809,0.007096304,0.0006077668,0.0005175574,0.0002830942,0.00001992032,0.01942647],"genre_scores_gemma":[0.2107224,0.781867,0.001386606,0.001927593,0.0001823434,0.0002705642,0.0003836526,0.00001229561,0.003247463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01708802,"threshold_uncertainty_score":0.04279006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119639204","doi":"10.24052/bmr/v11nu02/art-15","title":"Revitalization of urban areas through business and tourism improvement districts (BIDs/TIDs) in Albania","year":2020,"lang":"en","type":"article","venue":"The Business & Management Review","topic":"Urban Planning and Governance","field":"Social Sciences","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":"Tourism; General partnership; Business; Government (linguistics); Entrepreneurship; Business tourism; Public–private partnership; Economic growth; Marketing; Political science; Finance; Economics; Tourism geography","authors":[{"name":"Ermira Repaj","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0250380339734315,"gpt":0.268286142500435,"spread":0.2432481085270035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007693293,0.0001280266,0.0001215732,0.000567759,0.001719757,0.001304492,0.0006080814,0.0002580842,0.002534865],"category_scores_gemma":[0.001284344,0.0001366552,0.0001317311,0.0008923673,0.001916164,0.0006208878,0.002500699,0.0003653242,0.0002752831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003498016,"about_ca_system_score_gemma":0.003272572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0244889,"about_ca_topic_score_gemma":0.0707399,"domain_scores_codex":[0.9993406,0.0003001513,0.0000226159,0.00006016959,0.00009173891,0.0001846908],"domain_scores_gemma":[0.9993185,0.0001262533,0.0001329345,0.00007399199,0.00009554204,0.0002528002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005424694,0.001015057,0.2461781,0.001670493,0.0000770793,0.01467096,0.2138464,0.005301151,0.02028612,0.05212333,0.01626433,0.4280245],"study_design_scores_gemma":[0.00007049206,0.0004622616,0.5715775,0.0003366235,0.00003980454,0.001671931,0.2281262,0.002471835,0.001996107,0.002210776,0.1909679,0.0000686798],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860653,0.0002523123,0.0004733884,0.000630099,0.00001375427,0.0001039348,0.00005254587,0.00002200139,0.01238674],"genre_scores_gemma":[0.9957666,0.0001132599,0.0007298831,0.00004944665,0.000004888683,0.00003070833,0.00003180634,0.000003943094,0.003269391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0244889,"threshold_uncertainty_score":0.0486927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410840731","doi":"10.24052/bmr/v16nu01/art-21","title":"Could policymakers do more to eliminate cumulative poverty sustainably, in the battle against global poverty? A social marketing approach- An empirical study","year":2025,"lang":"en","type":"article","venue":"The Business & Management Review","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Regent College","funders":"","keywords":"Poverty; Battle; Sustainability; Economics; Social marketing; Development economics; Economic growth; Political science; Public economics; Business; Marketing; Geography","authors":[{"name":"Ebikinei Stanley Eguruze","is_ca":true},{"name":"Dominique Porter-Whitaker","is_ca":true},{"name":"Diane Coulson-Bisiker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02804865216476275,"gpt":0.340324323798825,"spread":0.3122756716340623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01569134,0.0005240963,0.0007381169,0.002075102,0.001395563,0.005586297,0.0006290498,0.003272989,0.004596298],"category_scores_gemma":[0.02031416,0.0002083758,0.0005048775,0.002684691,0.003691367,0.006176574,0.002032745,0.002420078,0.0006062739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002837148,"about_ca_system_score_gemma":0.008936405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712885,"about_ca_topic_score_gemma":0.004536026,"domain_scores_codex":[0.9881938,0.009603612,0.0002128382,0.0003098523,0.001124877,0.0005549921],"domain_scores_gemma":[0.9803115,0.01517385,0.001829336,0.0002915532,0.00169804,0.000695699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002438792,0.001429073,0.01584982,0.02868451,0.0006741669,0.0006135749,0.02374182,0.001930656,0.001433292,0.274726,0.02889596,0.6217773],"study_design_scores_gemma":[0.0002533487,0.001878957,0.046058,0.05699352,0.001262034,0.0005558766,0.1527568,0.00260841,0.001715818,0.1341139,0.6016824,0.0001209426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1536187,0.3360704,0.007645531,0.3309109,0.00255733,0.001289331,0.0001722753,0.00005557661,0.16768],"genre_scores_gemma":[0.7956191,0.1727706,0.004678911,0.02102063,0.0006466495,0.0006858517,0.00002904332,0.00001526466,0.004533968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01569134,"threshold_uncertainty_score":0.08298475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414654276","doi":"10.24052/bmr/v16nu02/art-28","title":"From talent identification to retention: Embedding talent management for sustainable development in football","year":2025,"lang":"en","type":"article","venue":"The Business & Management Review","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Regent College","funders":"","keywords":"Talent management; Identification (biology); Talent development; Football; Sustainable development; Function (biology); Process (computing); Pillar","authors":[{"name":"Marjan Anastasieski","is_ca":false},{"name":"Flomny Menon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03154587947632463,"gpt":0.3531816933336595,"spread":0.3216358138573348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005446828,0.0004229989,0.0002865018,0.001857923,0.005123223,0.01278679,0.001877357,0.001764863,0.0065953],"category_scores_gemma":[0.006581053,0.0002490508,0.0003954931,0.001656265,0.01136607,0.007285076,0.01254094,0.002316756,0.0006581892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008336381,"about_ca_system_score_gemma":0.01964792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009872586,"about_ca_topic_score_gemma":0.01606235,"domain_scores_codex":[0.9971498,0.001598629,0.00007260113,0.0002225974,0.0003050189,0.0006514018],"domain_scores_gemma":[0.9969121,0.001288287,0.0003521547,0.0002042684,0.0003937039,0.0008494687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001030457,0.0005644179,0.02666146,0.0008759781,0.00004044888,0.001149115,0.09755061,0.005609469,0.001973462,0.5494191,0.004451966,0.3116009],"study_design_scores_gemma":[0.00003742176,0.0009975829,0.03553067,0.003823263,0.0001025763,0.0005643432,0.3288416,0.01802963,0.004251098,0.4522652,0.1553294,0.0002271246],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4564078,0.004120491,0.124148,0.04062373,0.000504093,0.0005758504,0.000116696,0.0003175293,0.3731858],"genre_scores_gemma":[0.9804607,0.0009397016,0.01317011,0.0003422636,0.00003976085,0.00008014597,0.00001988938,0.00002310439,0.004924281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01278679,"threshold_uncertainty_score":0.06048495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410923588","doi":"10.24052/bmr/v16nu01/art-015","title":"10.24052/BMR/V16NU01/ART-015","year":2025,"lang":"en","type":"article","venue":"The Business & Management Review","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Regent College","funders":"","keywords":"Mathematics","authors":[{"name":"Betelihem Welederufael Asfaw","is_ca":false},{"name":"Flomny Menon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01646515742727176,"gpt":0.2875165478132166,"spread":0.2710513903859448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001465755,0.001132647,0.0008091531,0.002685608,0.001383533,0.006154377,0.001650949,0.003613681,0.8879786],"category_scores_gemma":[0.003168421,0.0004257159,0.001444868,0.00217604,0.0009687564,0.002973961,0.003436314,0.001784988,0.8540937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009336175,"about_ca_system_score_gemma":0.001344053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001769155,"about_ca_topic_score_gemma":0.00146407,"domain_scores_codex":[0.9988488,0.0002498821,0.0001101089,0.0001666524,0.0005043186,0.0001202559],"domain_scores_gemma":[0.9981007,0.0004158128,0.0001198404,0.0004196501,0.0004974902,0.0004465725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002760817,0.0002757694,0.0007057386,0.0009111179,0.00001753578,0.0003864049,0.0001434882,0.000208519,0.003033832,0.009255053,0.3713952,0.6133913],"study_design_scores_gemma":[0.00003162489,0.00004482719,0.0008441202,0.0003988817,0.000008702644,0.0004686181,0.0001092381,0.0002154658,0.0005876588,0.001650311,0.9956214,0.0000192365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001418166,0.002405799,0.002381234,0.001732872,0.003016005,0.0002342621,0.001586317,0.001894747,0.9853305],"genre_scores_gemma":[0.01308391,0.002917455,0.005043203,0.0024888,0.00191379,0.0002598127,0.002513205,0.001354215,0.9704255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1120214,"threshold_uncertainty_score":0.1597849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378071919","doi":"10.24052/bmr/v14nu01/art-16","title":"Accessibility of international housing authorities for engaging in housing research","year":2023,"lang":"en","type":"article","venue":"The Business & Management Review","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Conversation; Business; Public relations; Political science; Sociology; Geography","authors":[{"name":"Alissa Terblanche","is_ca":false},{"name":"Chris Cloete","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2764325694061266,"gpt":0.4774305904211223,"spread":0.2009980210149956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0194598,0.0002620743,0.0004736423,0.001741979,0.001124324,0.003718367,0.000904159,0.001100223,0.01049615],"category_scores_gemma":[0.02045061,0.0002496035,0.0002737071,0.002383384,0.001701753,0.002690478,0.003705448,0.001238458,0.0013078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377625,"about_ca_system_score_gemma":0.007917686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003801461,"about_ca_topic_score_gemma":0.006600641,"domain_scores_codex":[0.9759091,0.01878645,0.001503607,0.0007019317,0.001847452,0.001251435],"domain_scores_gemma":[0.9774664,0.01161532,0.004361464,0.001126445,0.003803686,0.001626693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002571128,0.0002336739,0.05478268,0.02467333,0.0001817107,0.001526217,0.05906568,0.0004530595,0.002256687,0.09854309,0.0513653,0.7066615],"study_design_scores_gemma":[0.00002682691,0.0002071747,0.06207027,0.02786716,0.0001349057,0.001453178,0.06405202,0.0001225256,0.0005938098,0.004641587,0.8387822,0.00004833691],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1238164,0.5226361,0.007239535,0.05738631,0.00232648,0.000499535,0.0007301393,0.0001117361,0.2852539],"genre_scores_gemma":[0.7963014,0.1862321,0.00360185,0.004190452,0.0005078151,0.0004330441,0.0004483244,0.00003416599,0.008250876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0194598,"threshold_uncertainty_score":0.1029145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410840718","doi":"10.24052/bmr/v16nu01/art-15","title":"Exploring the impact of virtual reality on consumer purchase decisions: A strategic perspective on immersive digital marketing in the luxury fashion industry","year":2025,"lang":"en","type":"article","venue":"The Business & Management Review","topic":"Impact of AI and Big Data on Business and Society","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Regent College","funders":"","keywords":"Perspective (graphical); Immersive technology; Marketing; Business; Digital marketing; Virtual reality; Advertising; Computer science; Art; Human–computer interaction; Visual arts","authors":[{"name":"Betelihem Welederufael Asfaw","is_ca":false},{"name":"Flomny Menon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3156560846378073,"gpt":0.4410673106745353,"spread":0.125411226036728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001078538,0.0002548176,0.00013817,0.0006819587,0.0009663965,0.003874432,0.0003906486,0.0008295129,0.003108389],"category_scores_gemma":[0.001874651,0.0001988827,0.0003105522,0.0006585139,0.001845223,0.00226162,0.001558356,0.0006959431,0.0002008469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105839,"about_ca_system_score_gemma":0.0008515449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003135809,"about_ca_topic_score_gemma":0.006192151,"domain_scores_codex":[0.9990391,0.0006174875,0.00001698061,0.00005544592,0.0001334682,0.0001375188],"domain_scores_gemma":[0.9984825,0.00106204,0.0001795533,0.00004626193,0.0001069264,0.0001228378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004843057,0.002023915,0.2248452,0.0008693775,0.0001695476,0.006646206,0.27795,0.005559823,0.02333266,0.2497954,0.002256887,0.2060667],"study_design_scores_gemma":[0.00007527853,0.002381256,0.1907128,0.0008579904,0.0002523034,0.003391054,0.6215165,0.0233524,0.00905336,0.05781339,0.09035792,0.0002356967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394317,0.0006390028,0.00565701,0.001455382,0.0000146405,0.00003902227,0.00001809275,0.00001005698,0.05273505],"genre_scores_gemma":[0.9971845,0.0003534162,0.001324103,0.0001139707,0.000005421294,0.000008925817,0.000006435307,0.000002744723,0.001000392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003874432,"threshold_uncertainty_score":0.01039857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378591342","doi":"10.24052/bmr/v14nu01/art-05","title":"\"Methodology model for global poverty intervention significantly reduces cumulative poverty, using social marketing techniques(Working Paper II) Methodology development review paper\"","year":2023,"lang":"en","type":"article","venue":"The Business & Management Review","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University; Regent College","funders":"City University of New York","keywords":"Poverty; Globe; Intervention (counseling); Basic needs; Social marketing; Management science; Marketing; Sociology; Computer science; Psychology; Economics; Economic growth; Business","authors":[{"name":"Ebikinei Stanley Eguruze","is_ca":true},{"name":"Gaitri Kumari","is_ca":true},{"name":"Rishiram Aryal","is_ca":true},{"name":"Benneth Nwafor","is_ca":true},{"name":"F. V. Edu","is_ca":true},{"name":"Edidiong Sydney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.213509816020721,"gpt":0.3820417027116242,"spread":0.1685318866909033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02874073,0.0011553,0.0008005866,0.002996474,0.001075568,0.004152977,0.002055338,0.001820415,0.02174623],"category_scores_gemma":[0.0221237,0.0005046675,0.002012094,0.003181466,0.001531257,0.002644494,0.002457854,0.001677643,0.004704754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005366731,"about_ca_system_score_gemma":0.0230575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003413785,"about_ca_topic_score_gemma":0.005318006,"domain_scores_codex":[0.9817738,0.01320979,0.0009722452,0.001019523,0.002654326,0.0003703923],"domain_scores_gemma":[0.9865953,0.006955287,0.001391483,0.0008540325,0.003887379,0.0003165099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000264581,0.0002751724,0.003537523,0.04079938,0.0004346402,0.0002712552,0.003395272,0.006532854,0.001652487,0.3351337,0.1307089,0.4769942],"study_design_scores_gemma":[0.0005105493,0.001073172,0.004763906,0.02365233,0.000893782,0.0004377755,0.003399725,0.005326645,0.004159036,0.07537461,0.8802883,0.0001202888],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0139902,0.02720126,0.579366,0.04767374,0.003591616,0.05723663,0.01044359,0.001426969,0.25907],"genre_scores_gemma":[0.1198524,0.02640804,0.7106059,0.01034348,0.0004427605,0.07667799,0.003403257,0.0003059376,0.0519602],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02874073,"threshold_uncertainty_score":0.1519973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}