{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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":"435c8f6633d1","filters":{"venue":"Review of Corporate Finance"}},"results":[{"id":"W4312455470","doi":"10.1561/114.00000025","title":"Factors Impacting Entrepreneurial Success in Accelerators: Revealed Preferences of Sophisticated Mentors","year":2022,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology","authors":[{"name":"Michael J. Robinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1166999983166505,"gpt":0.3154193321078604,"spread":0.1987193337912099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084414,0.0001089757,0.0004441458,0.00009214817,0.0001867587,0.00001388618,0.000424457,0.00002955583,0.0005114781],"category_scores_gemma":[0.0003617451,0.0001042867,0.00008542524,0.001026176,0.0001209672,0.0002439556,0.0001568756,0.0001148467,0.000001347486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440941,"about_ca_system_score_gemma":0.0004869749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009203436,"about_ca_topic_score_gemma":0.000188834,"domain_scores_codex":[0.9982569,0.0003545203,0.0004754789,0.000205868,0.0005055545,0.0002017217],"domain_scores_gemma":[0.9985691,0.0001256188,0.0009732947,0.0001480091,0.0001427644,0.00004117973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004325258,0.0001122952,0.9876682,0.001112721,0.00001652485,0.000006013494,0.003281869,0.00001254212,0.000116651,0.003684705,0.001299407,0.002645787],"study_design_scores_gemma":[0.001809575,0.0003173414,0.909299,0.007759919,0.0001689611,9.313406e-7,0.004599723,0.00001468522,0.003815214,0.004770756,0.06636551,0.00107839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909034,0.006436558,0.000002890875,0.0001601875,0.000302049,0.0004161135,0.00005462537,0.00001454134,0.001709614],"genre_scores_gemma":[0.9852577,0.0144034,0.00003729858,0.00002525096,0.00002053322,0.00001441314,0.00002755375,0.000004082679,0.0002097092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07836924,"threshold_uncertainty_score":0.5600326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158541579","doi":"10.1561/114.00000001","title":"Corporate Capital Structure and Firm Value: International Evidence on the Special Roles of Bank Debt","year":2021,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Capital structure; Business; Financial system; Value (mathematics); Debt; Equity value; Monetary economics; Capital (architecture); External debt; Accounting; Economics; Finance; Debt levels and flows","authors":[{"name":"Allen N. Berger","is_ca":false},{"name":"Sadok El Ghoul","is_ca":true},{"name":"Omrane Guedhami","is_ca":false},{"name":"Jiarui Guo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03322182561944121,"gpt":0.2351084382664948,"spread":0.2018866126470536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004063465,0.0002448157,0.0005156989,0.00005213144,0.00008221382,0.00005933571,0.0004447844,0.00006070137,0.0003307596],"category_scores_gemma":[0.0005351104,0.0001823326,0.0001260864,0.0006915719,0.0001871421,0.0006608756,0.0001741478,0.0001861206,0.00004203221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002180816,"about_ca_system_score_gemma":0.0001380653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000310187,"about_ca_topic_score_gemma":0.00005188697,"domain_scores_codex":[0.9983377,0.00003526395,0.0005970211,0.0003780492,0.0004644047,0.0001875133],"domain_scores_gemma":[0.9961042,0.0001139207,0.002650814,0.0004674532,0.0006540823,0.000009518058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002862084,0.0002397273,0.1150891,0.01275885,0.0001227213,0.0002109874,0.00009634241,0.0002506626,0.004158158,0.7434804,0.06850287,0.05480404],"study_design_scores_gemma":[0.001015907,0.0001074511,0.6328233,0.05511655,0.0002563153,0.00004485179,0.00005873046,0.0007162875,0.007295237,0.06243873,0.2391973,0.0009293752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940303,0.05132632,0.00007392259,0.00521758,0.0007735653,0.0003859942,0.0001144865,0.00001624683,0.001788903],"genre_scores_gemma":[0.9135623,0.08184386,0.0001704959,0.002812026,0.001137493,0.00001382021,0.00003824898,0.00002191759,0.0003998296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6810417,"threshold_uncertainty_score":0.7435306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3157715162","doi":"10.1561/114.00000006","title":"State Ownership and Debt Structure","year":2021,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Debt; Business; State (computer science); Financial system; Finance; Computer science; Algorithm","authors":[{"name":"Narjess Boubakri","is_ca":false},{"name":"Ruiyuan Chen","is_ca":false},{"name":"Sadok El Ghoul","is_ca":true},{"name":"Omrane Guedhami","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02454951870611653,"gpt":0.2200293795134845,"spread":0.195479860807368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002114443,0.0002005167,0.0004799337,0.00003917161,0.00006112357,0.00004874876,0.0001711249,0.00004282324,0.0001229],"category_scores_gemma":[0.0001462252,0.0001731989,0.00007608571,0.0008332403,0.00008015928,0.0006192108,0.00009942384,0.000128228,0.00005732415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001118545,"about_ca_system_score_gemma":0.00009357374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003434525,"about_ca_topic_score_gemma":0.0000589949,"domain_scores_codex":[0.9987928,0.0000148616,0.0004155678,0.0003384333,0.0002184477,0.0002199348],"domain_scores_gemma":[0.998009,0.00002093738,0.001171771,0.0003787694,0.0004101581,0.000009398781],"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":[0.0001334098,0.0002289754,0.2594358,0.1014867,0.00009895893,0.00074561,0.00004542731,0.0001282685,0.005090899,0.213537,0.08984792,0.329221],"study_design_scores_gemma":[0.000600595,0.00001663405,0.2509824,0.01368383,0.00009367327,0.0000286527,0.000006023102,0.0001579294,0.001217326,0.02797505,0.7047075,0.0005303671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7735389,0.2182198,0.0003642098,0.003029953,0.0004420636,0.0004273604,0.00009688402,0.00006108265,0.003819684],"genre_scores_gemma":[0.8283982,0.1613604,0.000624001,0.007532007,0.000279139,0.00001315349,0.00006619489,0.00003462966,0.001692298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6148596,"threshold_uncertainty_score":0.7062845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394938486","doi":"10.1561/114.00000061","title":"Stakeholder Orientation, Environmental Performance and Financial Benefits","year":2024,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal; Saint Mary's University; University of Calgary","funders":"","keywords":"Business; Orientation (vector space); Stakeholder; Finance; Environmental resource management; Environmental science; Economics; Management","authors":[{"name":"Yrjö Koskinen","is_ca":true},{"name":"Hao Lu","is_ca":true},{"name":"Nga Nguyen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04210556492703738,"gpt":0.237044901313145,"spread":0.1949393363861077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000750577,0.0001715417,0.0003213407,0.00009019281,0.00009873523,0.00007700787,0.0001076376,0.00004601073,0.0000893447],"category_scores_gemma":[0.0002315351,0.0001611526,0.00007139852,0.0006461818,0.0001143319,0.0009218822,0.0001014248,0.0001198775,0.0001029635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003400368,"about_ca_system_score_gemma":0.0001000729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001205118,"about_ca_topic_score_gemma":0.000004726152,"domain_scores_codex":[0.9985858,0.00001196759,0.0005928819,0.0003483522,0.0002767456,0.0001843184],"domain_scores_gemma":[0.9989993,0.00003464242,0.0006559131,0.0002134507,0.0000871031,0.000009617107],"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":[0.00004601029,0.00007756067,0.06392247,0.03627058,0.00001800953,0.00005325662,0.00007495812,0.00003343445,0.0006151599,0.03768687,0.004296654,0.856905],"study_design_scores_gemma":[0.000386863,0.00006239047,0.4240207,0.02618664,0.0002108415,0.0000303746,0.00003957737,0.002345898,0.0004302361,0.005432844,0.5400668,0.0007868702],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281877,0.06964258,0.00004745557,0.0002756949,0.0003125799,0.00039859,0.00001282801,0.00005736167,0.001065158],"genre_scores_gemma":[0.95447,0.04390946,0.0001465097,0.0006796532,0.0002715661,0.00002709201,0.00004213775,0.00002354515,0.0004300672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8561181,"threshold_uncertainty_score":0.6571611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313190232","doi":"10.1561/114.00000032","title":"Diversity in Family Business: Where Social Goals Collide with Family Socioemotional Wealth","year":2022,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Socioemotional selectivity theory; Diversity (politics); Family business; Business; Sociology; Psychology; Business administration; Developmental psychology; Anthropology","authors":[{"name":"Jijun Gao","is_ca":true},{"name":"Yefeng Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04228630760217401,"gpt":0.2373922219610953,"spread":0.1951059143589213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000771,0.0002379787,0.000625716,0.0001967067,0.001185728,0.00002879024,0.0004693918,0.00004766584,0.0001395183],"category_scores_gemma":[0.00002101418,0.0002116839,0.00008744097,0.002488052,0.0001227214,0.001078548,0.0009029051,0.0002528849,0.00004487409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160723,"about_ca_system_score_gemma":0.0002502286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006037733,"about_ca_topic_score_gemma":0.00006158191,"domain_scores_codex":[0.9980997,0.00004091154,0.0005262537,0.0003450305,0.0006747939,0.000313254],"domain_scores_gemma":[0.9981158,0.00001969896,0.001177266,0.0002131103,0.0004658367,0.000008236634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005473708,0.0007973592,0.8193496,0.04250618,0.00004445071,0.0001607491,0.0001832662,0.001972409,0.0003328283,0.01442992,0.0958655,0.02381038],"study_design_scores_gemma":[0.0008687754,0.00002303091,0.8997224,0.004197601,0.00004061134,0.000002089812,0.0001531568,0.0003441566,0.000001374453,0.0007252229,0.09359447,0.000327084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701607,0.02401168,0.00009750741,0.002064811,0.0002938496,0.0005819137,0.00003150513,0.00004587843,0.002712109],"genre_scores_gemma":[0.9532125,0.03924058,0.0001451604,0.006647027,0.0002633704,0.00008807479,0.0001347852,0.00002993535,0.0002385812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08037285,"threshold_uncertainty_score":0.9119779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214907729","doi":"10.1561/114.00000013","title":"Cash Holdings and Access to External Finance: Evidence from the Bank Loan Market","year":2022,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Loan; Financial system; Finance; Cash","authors":[{"name":"Adelina Barbalau","is_ca":true},{"name":"Mark R. Huson","is_ca":true},{"name":"Lukas Roth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06520825321920701,"gpt":0.2722131502809544,"spread":0.2070048970617474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002487243,0.0002070172,0.0006499022,0.00007576532,0.0002781611,0.00008599281,0.001061274,0.00003657989,0.0008638233],"category_scores_gemma":[0.0006067545,0.0001998467,0.0001192716,0.001006968,0.0001436563,0.0004262976,0.0005604563,0.000221621,0.00003458104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228743,"about_ca_system_score_gemma":0.00007843411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003453335,"about_ca_topic_score_gemma":0.000019974,"domain_scores_codex":[0.9978143,0.0001132809,0.0009797061,0.0006681738,0.0001503716,0.000274153],"domain_scores_gemma":[0.9971447,0.0003113583,0.001534827,0.0008733512,0.00009746114,0.00003830691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001138447,0.0002299053,0.8002323,0.003151037,0.00003789528,0.00001868645,0.0008216843,0.00125612,0.00008774626,0.09008291,0.04662051,0.05734739],"study_design_scores_gemma":[0.000163971,0.00009286984,0.8568693,0.003093116,0.00001407602,0.0000103455,0.000005538318,0.0008545634,0.00004720214,0.025437,0.1131141,0.0002978778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6092091,0.3851877,0.001009153,0.002732269,0.0003299733,0.0007241948,0.0003519368,0.00001589862,0.0004397296],"genre_scores_gemma":[0.8391826,0.1573792,0.001257629,0.001465619,0.00006459585,0.0001676769,0.000007949851,0.00002395813,0.0004508237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2299734,"threshold_uncertainty_score":0.9458259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394921345","doi":"10.1561/114.00000060","title":"Does Climate Change Exposure Matter to Stakeholders? Evidence from the Costs of High Leverage","year":2024,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Military College Saint-Jean; University of Alberta","funders":"","keywords":"Leverage (statistics); Climate change; Natural resource economics; Business; Economics; Computer science; Oceanography","authors":[{"name":"Sadok El Ghoul","is_ca":true},{"name":"Omrane Guedhami","is_ca":false},{"name":"Huan Kuang","is_ca":false},{"name":"Ying Zheng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2741012394667781,"gpt":0.2880873042506246,"spread":0.01398606478384656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009340738,0.0002284905,0.0008370692,0.00009008664,0.00005132153,0.00005289806,0.0004854669,0.00007531416,0.0008650044],"category_scores_gemma":[0.0001110844,0.0001579327,0.0001996653,0.0004355247,0.00008157347,0.0004102017,0.0001556873,0.0001459974,0.001392178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008441087,"about_ca_system_score_gemma":0.00002151649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009932235,"about_ca_topic_score_gemma":0.0001205989,"domain_scores_codex":[0.99801,0.00003605634,0.001096476,0.0004884535,0.00005242532,0.0003166066],"domain_scores_gemma":[0.9979848,0.0002626849,0.0009030079,0.0007438985,0.00005423956,0.00005141362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002162947,0.0002933583,0.2410411,0.05733703,0.0003860809,0.00006832003,0.006894508,0.00009662279,0.0002453455,0.534489,0.08094195,0.07799033],"study_design_scores_gemma":[0.0007924623,0.0005192788,0.4003561,0.1871492,0.0001959808,0.00001483767,0.0001980621,0.0007328845,0.001918477,0.06651813,0.3395841,0.002020497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5143546,0.4566069,0.0003313704,0.01826514,0.001516686,0.001131486,0.006956017,0.00003427439,0.0008036085],"genre_scores_gemma":[0.5801986,0.4159877,0.0003038547,0.002970551,0.000206767,0.0001160114,0.00003904881,0.00002997466,0.0001475065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4679709,"threshold_uncertainty_score":0.9993854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312893824","doi":"10.1561/114.00000030","title":"Asset Market Equilibrium and Family Firm Cost of Capital: Implications for Corporate Finance","year":2022,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Mount Royal University","funders":"","keywords":"Business; Asset (computer security); Corporate finance; Cost of capital; Economics; Capital (architecture); Monetary economics; Financial economics; Finance; Financial system; Microeconomics","authors":[{"name":"Carlton Osakwe","is_ca":true},{"name":"Jess H. Chua","is_ca":true},{"name":"James J. Chrisman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04887278237396639,"gpt":0.2543190204051408,"spread":0.2054462380311744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000976741,0.0003290511,0.0008948959,0.0001216975,0.0001801283,0.00003504882,0.0005813873,0.00005413689,0.00007080693],"category_scores_gemma":[0.0001562572,0.0003457412,0.0001994309,0.001354816,0.0001905654,0.0007264651,0.000342918,0.0001787711,0.00001279379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004616841,"about_ca_system_score_gemma":0.0001940691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008878057,"about_ca_topic_score_gemma":0.00001500613,"domain_scores_codex":[0.9977429,0.00003433719,0.0009853753,0.0005622943,0.0002968617,0.0003782253],"domain_scores_gemma":[0.9935703,0.00010837,0.004996357,0.0007184661,0.0005917682,0.00001470472],"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":[0.0005254998,0.0006685281,0.1227812,0.03684127,0.00009185978,0.00002330375,0.00003307524,0.0007353739,0.004029825,0.1916521,0.5872751,0.0553428],"study_design_scores_gemma":[0.0008818027,0.0001097306,0.3769717,0.002501903,0.0001209269,0.000009368627,0.00001262164,0.0009821178,0.0000720279,0.0135832,0.6042684,0.0004861756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8264436,0.1527817,0.00219977,0.005111789,0.0008566395,0.004972107,0.003565312,0.0001098795,0.003959333],"genre_scores_gemma":[0.9334764,0.058493,0.001020384,0.003274414,0.0001999733,0.001255518,0.0003747303,0.00008193541,0.00182367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2541905,"threshold_uncertainty_score":0.9998994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312429603","doi":"10.1561/114.00000026","title":"Corporate Finance and Family Firms","year":2022,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Business; Corporate finance; Finance; Financial system","authors":[{"name":"Zhenyu Wu","is_ca":true},{"name":"Li Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03921322842291033,"gpt":0.2272051918523802,"spread":0.1879919634294699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006608975,0.0002431248,0.000564801,0.0001390959,0.0003337537,0.000047259,0.0003799152,0.00003560365,0.0001276485],"category_scores_gemma":[0.00003683482,0.000217544,0.0000873688,0.001389635,0.0001141494,0.0009909237,0.0004207999,0.0002101767,0.00008993143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002262352,"about_ca_system_score_gemma":0.0000725538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006860404,"about_ca_topic_score_gemma":0.000002931701,"domain_scores_codex":[0.9983801,0.00002149864,0.0005734297,0.0003719139,0.0003799073,0.0002731171],"domain_scores_gemma":[0.9975097,0.00001917771,0.001828931,0.0004034087,0.0002307797,0.000007981815],"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":[0.0004115996,0.0006697671,0.1485147,0.07075673,0.00005935689,0.0002832963,0.00006432272,0.001686071,0.002883291,0.09372511,0.2639438,0.4170019],"study_design_scores_gemma":[0.0005986665,0.00004966798,0.1229762,0.005739392,0.00005972616,0.00001121663,0.00002800281,0.003865748,0.00004384837,0.003666078,0.8624449,0.0005165926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8546284,0.1381286,0.0000789292,0.0009950061,0.0006465171,0.0005694407,0.00002315022,0.00006633934,0.004863671],"genre_scores_gemma":[0.8405215,0.1499912,0.0002663897,0.007974139,0.0002046015,0.0001485976,0.0001024782,0.00003686721,0.0007542492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5985011,"threshold_uncertainty_score":0.8871189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312881351","doi":"10.1561/114.00000031","title":"Can Family Involvement Be a Substitute for Executive Inside Debt in Lowering the Cost of Bank Loans? A Behavioral Agency Perspective","year":2022,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University; University of Manitoba","funders":"","keywords":"Perspective (graphical); Agency (philosophy); Debt; Business; Agency cost; Finance; Financial system; Accounting; Sociology; Computer science; Corporate governance","authors":[{"name":"Rong Ding","is_ca":false},{"name":"Mingzhi Liu","is_ca":true},{"name":"Yuan Wang","is_ca":true},{"name":"Zhenyu Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0669772860177538,"gpt":0.2762804623806021,"spread":0.2093031763628483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008094418,0.0002564385,0.0006414031,0.0001218303,0.0001744407,0.0000204092,0.0005323514,0.00003061503,0.00003026347],"category_scores_gemma":[0.00008316093,0.0002248101,0.000205358,0.001450189,0.00013751,0.0004029247,0.0002347288,0.0002177825,0.000003068005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095821,"about_ca_system_score_gemma":0.0002451916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002924755,"about_ca_topic_score_gemma":0.001205371,"domain_scores_codex":[0.9981175,0.00003119789,0.0007395712,0.0004017692,0.0003916743,0.0003182799],"domain_scores_gemma":[0.9969941,0.00004449729,0.00203929,0.0004485509,0.0004650636,0.000008444938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001764786,0.003293692,0.2023261,0.03757788,0.0002401406,0.0005063775,0.003577642,0.006181344,0.006299882,0.6193472,0.05181174,0.06707312],"study_design_scores_gemma":[0.004570729,0.0005299957,0.545248,0.01755052,0.0005507918,0.00001154091,0.001912096,0.001229146,0.00129687,0.02426864,0.4011178,0.001713823],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424699,0.04900255,0.000532011,0.002256957,0.0004636056,0.003594265,0.0003932283,0.00002625614,0.00126125],"genre_scores_gemma":[0.9810713,0.01530886,0.000112954,0.00222104,0.00007751366,0.0009520986,0.00005486419,0.00002976041,0.0001716399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5950786,"threshold_uncertainty_score":0.9167489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412385855","doi":"10.1561/114.00000077","title":"The Long-Term Performance of Overpriced and Underpriced Initial Public Offerings","year":2025,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Term (time); Business; Initial public offering; Finance; Physics","authors":[{"name":"Jacqueline Rossovski","is_ca":true},{"name":"Brian M. Lucey","is_ca":true},{"name":"Pia Helbing","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04310062307800034,"gpt":0.24276340115858,"spread":0.1996627780805797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009513162,0.0001450627,0.0006221159,0.0001000477,0.0001101831,0.00003585882,0.0003102039,0.00006142895,0.00002139355],"category_scores_gemma":[0.0001572602,0.0001344489,0.00009707211,0.0004232487,0.0001965756,0.0002195299,0.0001094794,0.0001099427,0.0000188433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004547584,"about_ca_system_score_gemma":0.00009222483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008749458,"about_ca_topic_score_gemma":0.000007169169,"domain_scores_codex":[0.998547,0.00002010458,0.0009407487,0.0002475855,0.00002993063,0.000214599],"domain_scores_gemma":[0.9980045,0.0001123511,0.001359789,0.0004163481,0.00007963062,0.00002738928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000103461,0.0001223167,0.3856839,0.0173357,0.0001242461,0.000002097641,0.00005574388,0.00001161033,0.00004600365,0.4298684,0.001396914,0.1652496],"study_design_scores_gemma":[0.001321069,0.0002785207,0.88477,0.01013506,0.00005629903,0.00001018539,0.000009046039,0.002087426,0.00110791,0.01856047,0.08095383,0.0007102299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8875433,0.07572534,0.0003917356,0.0007687842,0.0003042114,0.0003351139,0.00001988343,0.00001398828,0.03489766],"genre_scores_gemma":[0.6672369,0.3321616,0.0001022581,0.0002006696,0.00001233226,0.00001272386,0.000004189373,0.000008273006,0.0002610818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4990861,"threshold_uncertainty_score":0.5482666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408993205","doi":"10.1561/114.00000070","title":"The Effect of Board Reforms on CEO Compensation: Evidence from a Comparison between Public and Private Firms","year":2025,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Accounting; Business; Compensation (psychology); Executive compensation; Corporate governance; Finance; Psychology; Social psychology","authors":[{"name":"Kee‐Hong Bae","is_ca":true},{"name":"Jisok Kang","is_ca":false},{"name":"Albert Tsang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04199178889292312,"gpt":0.2737175172965349,"spread":0.2317257284036117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001033305,0.0002437454,0.0008455263,0.0000678377,0.0001639987,0.00007712654,0.0005021599,0.00006032001,0.000009007617],"category_scores_gemma":[0.0005345458,0.0001531692,0.000116186,0.001014305,0.0001958307,0.0006430103,0.0001719047,0.0001775981,0.0000370706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003020781,"about_ca_system_score_gemma":0.0000483028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001916723,"about_ca_topic_score_gemma":0.00004202747,"domain_scores_codex":[0.9982647,0.00005326566,0.0008061081,0.0003347215,0.0003243115,0.0002169335],"domain_scores_gemma":[0.9962419,0.0004993359,0.002399998,0.0006191062,0.0002308838,0.000008833648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001397494,0.00002479024,0.8463562,0.008567772,0.00004350582,0.000002415185,0.000005825527,0.00001285092,0.00007554278,0.01944362,0.007155818,0.118172],"study_design_scores_gemma":[0.0004750581,0.0001093506,0.8008882,0.03048939,0.0001120173,1.416821e-7,0.0000019209,0.0002716855,0.0007072663,0.002392222,0.1643688,0.0001838975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197444,0.0736772,0.0003862395,0.004081483,0.0002403067,0.0008592135,0.0000240196,0.00003022577,0.0009569302],"genre_scores_gemma":[0.9543058,0.04478197,0.00007463635,0.0004751761,0.0001258456,0.00004605335,0.00002429448,0.00001209777,0.0001541051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.157213,"threshold_uncertainty_score":0.6246057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312903091","doi":"10.1561/114.00000033","title":"A Review of <i>Family Business in China</i>","year":2022,"lang":"en","type":"review","venue":"Review of Corporate Finance","topic":"Family Business Performance and Succession","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":"University of Manitoba","funders":"","keywords":"China; Family business; Business; Geography; Business administration; Archaeology","authors":[{"name":"Yuying Sun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07275453470473855,"gpt":0.2919100045102432,"spread":0.2191554698055047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001954323,0.0007503975,0.005497201,0.0005937473,0.00008185089,0.00002591058,0.001278933,0.0001642592,0.0004829998],"category_scores_gemma":[0.0003806473,0.0005936733,0.0007281185,0.008192185,0.0001224856,0.0009989592,0.0005991411,0.0005579685,0.0001247162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000802763,"about_ca_system_score_gemma":0.0005826823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001758949,"about_ca_topic_score_gemma":0.000004838773,"domain_scores_codex":[0.9951944,0.00009925969,0.002974632,0.0006520997,0.000661128,0.0004184437],"domain_scores_gemma":[0.9909835,0.000069124,0.007385929,0.001103112,0.0004469604,0.00001138328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003336967,0.00006729602,0.00002358538,0.5551478,0.000009223149,0.0000135367,5.190479e-7,9.779237e-7,1.218427e-7,0.0002766963,0.01071067,0.4337462],"study_design_scores_gemma":[0.00009242671,0.000005219405,0.0001989986,0.4809721,0.000292979,0.00000439175,5.730878e-7,0.000005039353,4.461452e-8,0.00003995438,0.5180949,0.0002933999],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001390324,0.9917348,0.000006637285,0.000119354,0.0006417871,0.002044664,0.00004179376,0.00003407031,0.005362989],"genre_scores_gemma":[0.00000237895,0.9947324,0.00006885102,0.003554306,0.000237777,0.0004579569,0.0007464438,0.00009475448,0.0001051274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5073842,"threshold_uncertainty_score":0.9996515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407871582","doi":"10.1108/rcf-03-2024-0083","title":"Issuing Equity in the Face of Bad News","year":2025,"lang":"en","type":"article","venue":"Review of Corporate Finance","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Face (sociological concept); Equity (law); Business; Internet privacy; Advertising; Economics; Political science; Computer science; Law; Sociology","authors":[{"name":"Mark R. Huson","is_ca":true},{"name":"Chong Meng","is_ca":false},{"name":"Lukas Roth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1357985801622589,"gpt":0.4721779569228083,"spread":0.3363793767605495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001910452,0.00003857312,0.0001529845,0.00003527814,0.00007021416,0.00001464776,0.0002842717,0.00002371421,0.00006140987],"category_scores_gemma":[0.00143054,0.00002932206,0.00003230588,0.001657363,0.0001029736,0.0002061927,0.00002198452,0.0001240872,0.000009889039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002421525,"about_ca_system_score_gemma":0.0008354326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247315,"about_ca_topic_score_gemma":0.0004951953,"domain_scores_codex":[0.9991174,0.0002540627,0.0003213941,0.00007159192,0.0001553327,0.0000801659],"domain_scores_gemma":[0.9989128,0.000216743,0.0005003869,0.0001807523,0.0001829925,0.000006358093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002622309,0.00007834119,0.002695918,0.001291402,0.000003189812,3.772942e-7,0.002954996,0.000004210629,0.00003183888,0.8778601,0.02768168,0.08739538],"study_design_scores_gemma":[0.00004045689,0.00000637379,0.007209949,0.002751638,0.000008874916,1.07339e-7,0.000811175,0.000003017379,0.00005201262,0.006247095,0.9828344,0.00003491572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02742822,0.1227036,0.0008440952,0.2557994,0.0006557207,0.001152968,0.00001167542,0.00001564911,0.5913886],"genre_scores_gemma":[0.854528,0.1377811,0.0004725893,0.004352794,0.00002599851,0.0000244528,0.000003203835,0.000001860835,0.002810033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9551527,"threshold_uncertainty_score":0.1885575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}