{"meta":{"query_hash":"435c8f6633d1","filters":{"venue":"Review of Corporate Finance"},"cohort_total":14,"direct_labels_cover":0,"predictions_cover":14,"exported":14,"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/435c8f6633d1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Review+of+Corporate+Finance"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Debt; Business; State (computer science); Financial system; Finance; Computer science; Algorithm","score_opus":0.02454951870611653,"score_gpt":0.2200293795134845,"score_spread":0.19547986080736798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157715162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840046,0.002642835,0.00050115446,0.0005080552,0.000013082438,0.000009183321,0.0016267792,0.000008078133,0.010686092],"genre_scores_gemma":[0.9978661,0.00059198524,0.00006671258,0.000024520918,0.000013936919,0.0000024343171,0.0006527734,0.0000014974754,0.00078006537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999703,0.000062664534,0.00003195931,0.000059972528,0.00007772517,0.00006468172],"domain_scores_gemma":[0.99097085,0.0016939505,0.0060288603,0.00023401073,0.0005593589,0.0005129413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044287214,0.00006501719,0.00011873452,0.00086809805,0.00022797221,0.00088857295,0.0001676115,0.00016961829,0.0045893067],"category_scores_gemma":[0.0041675265,0.000068779525,0.0001264782,0.0023541276,0.00028066122,0.0006275489,0.0006193825,0.0003508879,0.00026093045],"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":[0.000026227744,0.000022830958,0.98371005,0.000057229707,0.000083380226,0.000074216085,0.00019665596,0.00047871034,0.00011603156,0.00349289,0.0010470354,0.010694774],"study_design_scores_gemma":[0.000004043712,0.000024562949,0.9914649,0.00007672165,0.000042886044,0.00013543847,0.000300752,0.0006051188,0.00015066045,0.0015768312,0.0056133033,0.00000476378],"about_ca_topic_score_codex":0.0064976853,"about_ca_topic_score_gemma":0.011341913,"teacher_disagreement_score":0.0064976853,"about_ca_system_score_codex":0.00044031194,"about_ca_system_score_gemma":0.0004167715,"threshold_uncertainty_score":0.015352786},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.03322182561944121,"score_gpt":0.2351084382664948,"score_spread":0.2018866126470536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158541579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97652256,0.011586646,0.00042932332,0.0007683449,0.000021202444,0.000008900155,0.00086755474,0.00000704892,0.009788408],"genre_scores_gemma":[0.9972179,0.0019761631,0.0000698693,0.00004469976,0.00003360544,0.000002053698,0.00040166854,0.0000016629037,0.00025221801],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995524,0.00011723008,0.0000410109,0.000109839755,0.00008722857,0.00009220969],"domain_scores_gemma":[0.9811282,0.003899016,0.012046693,0.00078510377,0.0010373273,0.0011036369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010869001,0.00017964064,0.00027010601,0.0021017622,0.00025004247,0.0014658644,0.00023960668,0.0003185454,0.0019760956],"category_scores_gemma":[0.005739763,0.00012420308,0.00024066077,0.004955979,0.00097189314,0.0012973537,0.0011750865,0.00055133266,0.00027368826],"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":[0.000047095233,0.000021379348,0.9839559,0.00005559005,0.00009532125,0.00008712802,0.00020398674,0.00027791952,0.00009422033,0.0012308395,0.0006354953,0.013295171],"study_design_scores_gemma":[0.0000037349246,0.000026350286,0.99713624,0.00005415676,0.000044668574,0.00008542771,0.00025850744,0.00016234428,0.00010008945,0.00055962324,0.0015646528,0.000004189744],"about_ca_topic_score_codex":0.0041245795,"about_ca_topic_score_gemma":0.0075994553,"teacher_disagreement_score":0.0041245795,"about_ca_system_score_codex":0.0003639334,"about_ca_system_score_gemma":0.00022468848,"threshold_uncertainty_score":0.008201122},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Loan; Financial system; Finance; Cash","score_opus":0.06520825321920701,"score_gpt":0.2722131502809544,"score_spread":0.20700489706174738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214907729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951255,0.0020986022,0.00014425056,0.00029658308,0.0000060714606,0.000010128423,0.0008769886,0.0000049641326,0.0014369099],"genre_scores_gemma":[0.99695826,0.0014842886,0.000065254535,0.00005902333,0.000029149696,0.000007307167,0.0010228424,0.000002395785,0.00037164445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921954,0.0002724872,0.00007726156,0.00014537654,0.00017658416,0.00010876898],"domain_scores_gemma":[0.9702855,0.008174009,0.018084243,0.0007138521,0.0012680662,0.0014744397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015030088,0.00020879807,0.00039129783,0.0020180573,0.00038586473,0.0012708138,0.0003536088,0.0005290222,0.0036832516],"category_scores_gemma":[0.008458327,0.0002051027,0.00031215718,0.003532714,0.00064482953,0.00083714136,0.00093184324,0.0007296508,0.000561425],"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":[0.00010880784,0.00009417953,0.9924469,0.0000405378,0.00013910631,0.00008689863,0.00017673404,0.00018226403,0.00009096517,0.00042528228,0.00077134615,0.0054369257],"study_design_scores_gemma":[0.000010505492,0.000046500998,0.9981852,0.000029499848,0.000046847745,0.000053017255,0.0002748691,0.0003058308,0.000051954383,0.0002025179,0.00078838365,0.0000048703423],"about_ca_topic_score_codex":0.012625829,"about_ca_topic_score_gemma":0.016488414,"teacher_disagreement_score":0.012625829,"about_ca_system_score_codex":0.0003395809,"about_ca_system_score_gemma":0.00037378495,"threshold_uncertainty_score":0.025104702},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Business; Corporate finance; Finance; Financial system","score_opus":0.03921322842291033,"score_gpt":0.2272051918523802,"score_spread":0.18799196342946986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312429603","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015514778,0.9557659,0.00021813589,0.008811453,0.000269686,0.0000057694215,0.000057903595,0.000004334887,0.019351972],"genre_scores_gemma":[0.18009657,0.8128223,0.00025699998,0.0017092668,0.0011869995,0.00000860762,0.00009381274,0.0000028106817,0.0038226896],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995914,0.00015629908,0.000017923596,0.00004747218,0.00012904596,0.00005788435],"domain_scores_gemma":[0.99844307,0.00076972484,0.00044875097,0.00003248426,0.00018008739,0.00012594856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061483955,0.00015791286,0.00024647103,0.001517976,0.00047601445,0.0012505149,0.00018609139,0.0008407543,0.0029384033],"category_scores_gemma":[0.0027041286,0.000060866652,0.000117079995,0.0029991686,0.00080622843,0.0014659147,0.0005257825,0.000747785,0.00035776087],"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":[0.000046668065,0.000118039534,0.037889116,0.0017068761,0.00007844217,0.0007202759,0.0020522275,0.0005505236,0.00031400844,0.14317244,0.067829415,0.74552196],"study_design_scores_gemma":[0.0000106555335,0.00008594632,0.1569189,0.0046959305,0.00003824761,0.0023975854,0.0027916194,0.00022558184,0.00018935936,0.03605936,0.796553,0.0000338401],"about_ca_topic_score_codex":0.0068244366,"about_ca_topic_score_gemma":0.008205986,"teacher_disagreement_score":0.0068244366,"about_ca_system_score_codex":0.0009997069,"about_ca_system_score_gemma":0.00089499203,"threshold_uncertainty_score":0.013569415},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology","score_opus":0.11669999831665051,"score_gpt":0.3154193321078604,"score_spread":0.19871933379120987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312455470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99617684,0.00022660369,0.00035625158,0.0006647581,0.000016852875,0.000011219745,0.000034676446,0.0000037625657,0.0025090745],"genre_scores_gemma":[0.9987759,0.00013739074,0.000110934925,0.00009174122,0.000009779767,0.0000068139007,0.000022451257,0.0000017779089,0.00084316044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966877,0.00198821,0.00010190066,0.00016341613,0.00035712603,0.00070160645],"domain_scores_gemma":[0.97216135,0.011708735,0.0062840576,0.0011764296,0.0015624701,0.0071070725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066475803,0.00016522543,0.00026314825,0.0009253002,0.0015844692,0.0036094016,0.0003967703,0.00061697717,0.0058016134],"category_scores_gemma":[0.028551476,0.00014721445,0.00020758361,0.00078895653,0.0010523675,0.0016225352,0.0019048806,0.0011559284,0.0006005942],"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":[0.00060723803,0.00036967738,0.88953626,0.00010273474,0.00006613194,0.0010686783,0.028372072,0.00021400776,0.00078293326,0.0027846827,0.0020785937,0.074016966],"study_design_scores_gemma":[0.000036074216,0.0006841334,0.84658134,0.00023177009,0.000052921394,0.0011373124,0.1294802,0.0013824784,0.00060451764,0.0033741444,0.016374717,0.000060335326],"about_ca_topic_score_codex":0.0022074434,"about_ca_topic_score_gemma":0.004520578,"teacher_disagreement_score":0.0066475803,"about_ca_system_score_codex":0.0009299017,"about_ca_system_score_gemma":0.0011589983,"threshold_uncertainty_score":0.03515619},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0669772860177538,"score_gpt":0.2762804623806021,"score_spread":0.20930317636284831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312881351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910534,0.0014262614,0.00043201642,0.0018879621,0.000014952765,0.0000102040785,0.00008848315,0.0000025037673,0.005084212],"genre_scores_gemma":[0.9991743,0.00024624763,0.00009007325,0.00012322231,0.0000119079905,0.0000029179475,0.000022105189,6.447824e-7,0.00032853452],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868435,0.00067506626,0.00005329796,0.00017102694,0.00013823411,0.00027804103],"domain_scores_gemma":[0.99124104,0.002340356,0.0049436525,0.0002698839,0.00029187696,0.00091320346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014199446,0.00018142987,0.0002996469,0.0004928725,0.0005253559,0.0013351255,0.00033903925,0.000744662,0.002772277],"category_scores_gemma":[0.0056093023,0.0001041571,0.00039739718,0.00055639533,0.000736637,0.0009207776,0.00058245513,0.0008503967,0.00015557506],"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":[0.00013655603,0.00033999147,0.97336686,0.00004604401,0.00018748306,0.00033659945,0.00091604,0.00047662389,0.00028438796,0.0036091933,0.00042059206,0.019879445],"study_design_scores_gemma":[0.000015866823,0.00016116312,0.99053395,0.00007001932,0.00013547968,0.0001798088,0.0029158948,0.0010057406,0.00016991986,0.0021862227,0.0026140579,0.000011880618],"about_ca_topic_score_codex":0.010312246,"about_ca_topic_score_gemma":0.024697809,"teacher_disagreement_score":0.010312246,"about_ca_system_score_codex":0.00075093954,"about_ca_system_score_gemma":0.0008115701,"threshold_uncertainty_score":0.020504475},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04887278237396639,"score_gpt":0.25431902040514076,"score_spread":0.20544623803117437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312893824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6014441,0.025798073,0.18121864,0.020952512,0.00016295149,0.000095619165,0.0007148137,0.0001058659,0.16950735],"genre_scores_gemma":[0.9868225,0.004638401,0.0033163293,0.00018158265,0.00009688251,0.000028626017,0.00007110106,0.0000066946664,0.0048378673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99978906,0.00007684722,0.0000072038633,0.000039930823,0.000041651412,0.000045455065],"domain_scores_gemma":[0.99893075,0.0006077553,0.00023903092,0.000051745905,0.00009970651,0.00007107351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005843129,0.00022594871,0.00054845907,0.0004464537,0.00038735388,0.0019028826,0.00076859025,0.0014739549,0.0052689933],"category_scores_gemma":[0.0024110647,0.00016117023,0.00047529335,0.0006281883,0.001135635,0.0030195795,0.0005472116,0.0009773653,0.0002590624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012245283,0.000030297366,0.002066637,0.00004088602,0.000019149082,0.00011793329,0.000043911215,0.01915418,0.00020881531,0.9689687,0.001125781,0.008211578],"study_design_scores_gemma":[0.000011688146,0.000022014334,0.0053485506,0.000039957737,0.000011952697,0.00013814103,0.00010278161,0.05009853,0.00013397797,0.939321,0.0047560423,0.000015232459],"about_ca_topic_score_codex":0.0048773405,"about_ca_topic_score_gemma":0.004177564,"teacher_disagreement_score":0.0052689933,"about_ca_system_score_codex":0.0021106477,"about_ca_system_score_gemma":0.00066310714,"threshold_uncertainty_score":0.017626524},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"China; Family business; Business; Geography; Business administration; Archaeology","score_opus":0.07275453470473855,"score_gpt":0.29191000451024324,"score_spread":0.21915546980550468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312903091","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007214531,0.99816704,0.000035531488,0.00036551856,0.000076320954,0.000010082099,0.00008033325,0.0000031367924,0.00054051314],"genre_scores_gemma":[0.0044217305,0.995095,0.00006821176,0.0001437774,0.00006244045,0.000009346174,0.000067356144,7.7686235e-7,0.00013134976],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993499,0.00013276658,0.00016655201,0.00009195385,0.00020718147,0.000051681483],"domain_scores_gemma":[0.9976545,0.0010451087,0.000532766,0.000052359333,0.0005649435,0.00015034979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002200825,0.00062862906,0.0011832752,0.010566345,0.0004956885,0.0011028375,0.00062971597,0.00064200535,0.0021460268],"category_scores_gemma":[0.0037306512,0.00033847938,0.0008470507,0.012523279,0.0005662056,0.0011221974,0.00062019174,0.00047334013,0.00030150008],"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":[0.00007598578,0.000050424045,0.0064781425,0.08891271,0.0005078278,0.00020814931,0.00038107848,0.0003176896,0.0004264142,0.0021272392,0.025743071,0.8747713],"study_design_scores_gemma":[0.00004001268,0.00038586004,0.10879223,0.08994903,0.0019978213,0.001074518,0.000748255,0.00029949815,0.0004917729,0.0009216179,0.79522693,0.000072465766],"about_ca_topic_score_codex":0.024063924,"about_ca_topic_score_gemma":0.047293663,"teacher_disagreement_score":0.024063924,"about_ca_system_score_codex":0.0017423922,"about_ca_system_score_gemma":0.0075418134,"threshold_uncertainty_score":0.04784769},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.042286307602174014,"score_gpt":0.23739222196109527,"score_spread":0.19510591435892127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313190232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99845076,0.0003170462,0.000070414375,0.00013753909,0.0000021131173,0.0000026554796,0.000028200915,3.205579e-7,0.0009909342],"genre_scores_gemma":[0.9997322,0.00011168494,0.000025385943,0.00001779977,0.0000030556398,0.0000018109972,0.0000188698,2.5605428e-7,0.00008894234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908185,0.00047754697,0.000030832587,0.0001153609,0.00012820805,0.00016628264],"domain_scores_gemma":[0.9951121,0.0017028158,0.0020383932,0.00018493684,0.00020964546,0.0007521782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014702331,0.00013405214,0.00026898732,0.0011704474,0.00116896,0.0012048034,0.0002921776,0.00029924465,0.0018776087],"category_scores_gemma":[0.0045002764,0.00008512915,0.00021605982,0.0014906079,0.0011288804,0.00091888144,0.0015271999,0.0005284184,0.000093092116],"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":[0.000020733878,0.00004433333,0.9923878,0.00000944444,0.00002361697,0.00008470849,0.0018214206,0.000039313203,0.000040017083,0.00037683867,0.000105021936,0.0050468687],"study_design_scores_gemma":[0.000001311813,0.000027671324,0.99432606,0.000017473969,0.00001057342,0.000073420124,0.004740292,0.00009984993,0.00002289533,0.0002577457,0.00042006472,0.0000027151682],"about_ca_topic_score_codex":0.018935421,"about_ca_topic_score_gemma":0.04822471,"teacher_disagreement_score":0.018935421,"about_ca_system_score_codex":0.00072676037,"about_ca_system_score_gemma":0.0006249517,"threshold_uncertainty_score":0.037650406},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.27410123946677806,"score_gpt":0.2880873042506246,"score_spread":0.013986064783846563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394921345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98096395,0.0017585439,0.0007243213,0.004006141,0.000026399663,0.0000124623875,0.00024017952,0.000005132329,0.012262837],"genre_scores_gemma":[0.9993229,0.0002991889,0.000025066262,0.000116027426,0.000022763552,0.0000016872183,0.000040462863,9.42673e-7,0.00017098719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886,0.00038060595,0.000064802574,0.00015239467,0.0003062644,0.0002360076],"domain_scores_gemma":[0.9677518,0.011183906,0.01676289,0.0009784008,0.0014135644,0.0019094364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016242199,0.000151416,0.00022032237,0.0007123914,0.0004555388,0.001746087,0.00027902093,0.0008793896,0.004548896],"category_scores_gemma":[0.016393173,0.00012638814,0.00028889993,0.0011843047,0.0010626651,0.002088823,0.001518135,0.0011848656,0.00016313957],"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":[0.00017292376,0.00009720573,0.9782129,0.000075115626,0.00015691614,0.0003106113,0.0006166181,0.000678596,0.00041844384,0.004357119,0.0009786526,0.013924875],"study_design_scores_gemma":[0.000008347256,0.000081951745,0.9916694,0.00004602121,0.000052809788,0.0001072294,0.0012973368,0.0006756727,0.0002467821,0.003756321,0.0020455988,0.000012506443],"about_ca_topic_score_codex":0.0055079996,"about_ca_topic_score_gemma":0.0069331173,"teacher_disagreement_score":0.0055079996,"about_ca_system_score_codex":0.0006910935,"about_ca_system_score_gemma":0.0005120131,"threshold_uncertainty_score":0.015217602},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.042105564927037376,"score_gpt":0.23704490131314504,"score_spread":0.19493933638610766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394938486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9232512,0.0036241314,0.0012745865,0.002935747,0.000041068062,0.00004749218,0.0010202649,0.000010233681,0.06779528],"genre_scores_gemma":[0.99754024,0.0006912638,0.00013295302,0.00014085048,0.000021282565,0.0000055556284,0.00021226896,0.000001649505,0.0012539376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988424,0.00024734126,0.00004791949,0.00007343287,0.00050321955,0.00028578867],"domain_scores_gemma":[0.9884554,0.0023834382,0.0061504366,0.00020898634,0.0015624666,0.0012392291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012858204,0.0002547809,0.0001701076,0.0013647967,0.00056673685,0.001637295,0.00021855024,0.00045956584,0.0031655817],"category_scores_gemma":[0.005879848,0.000058874833,0.00021170724,0.0023621642,0.0010942625,0.0011134577,0.00079738314,0.00062078756,0.00019209045],"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":[0.00008517746,0.00022019164,0.94296634,0.00014601601,0.00015078331,0.0002235668,0.00048194642,0.0026341567,0.0005905559,0.018748036,0.0023225653,0.0314307],"study_design_scores_gemma":[0.0000051093925,0.00005090019,0.98430413,0.00009555051,0.000044341858,0.000060873208,0.001122192,0.00077649835,0.00035265484,0.005120908,0.008043345,0.000023474488],"about_ca_topic_score_codex":0.076575175,"about_ca_topic_score_gemma":0.17319824,"teacher_disagreement_score":0.076575175,"about_ca_system_score_codex":0.0030200563,"about_ca_system_score_gemma":0.002588345,"threshold_uncertainty_score":0.15225887},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.13579858016225888,"score_gpt":0.47217795692280834,"score_spread":0.33637937676054946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407871582","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019303208,0.63040906,0.0016694292,0.29306138,0.010422313,0.000028998656,0.0000915924,0.000047996364,0.044966076],"genre_scores_gemma":[0.3742294,0.5196014,0.00084922585,0.050285794,0.04391335,0.000025526582,0.00011757781,0.000030869942,0.010946797],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99402773,0.0023307998,0.00032575443,0.00025746576,0.0023450318,0.0007131673],"domain_scores_gemma":[0.9559129,0.03061513,0.0059861545,0.00090500584,0.0053429455,0.0012379204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010733927,0.00022651104,0.00066541275,0.0021355879,0.00081757514,0.0068838364,0.0009166224,0.007139452,0.0032972642],"category_scores_gemma":[0.055701412,0.0001795581,0.00032827366,0.0015997293,0.0045779673,0.004847125,0.0013270373,0.0049651,0.00059372425],"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":[0.00019918232,0.0001305795,0.0064471713,0.0017812741,0.000144671,0.00093334983,0.001097431,0.0008495487,0.00050003495,0.1882702,0.16571943,0.6339272],"study_design_scores_gemma":[0.00010215435,0.00020473324,0.01689981,0.006805596,0.00012957411,0.001262801,0.0023913505,0.0014957155,0.0012722672,0.13081567,0.83854735,0.00007297398],"about_ca_topic_score_codex":0.0020809497,"about_ca_topic_score_gemma":0.0024963003,"teacher_disagreement_score":0.010733927,"about_ca_system_score_codex":0.0022686224,"about_ca_system_score_gemma":0.004008616,"threshold_uncertainty_score":0.056767166},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Accounting; Business; Compensation (psychology); Executive compensation; Corporate governance; Finance; Psychology; Social psychology","score_opus":0.04199178889292312,"score_gpt":0.2737175172965349,"score_spread":0.23172572840361175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408993205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917464,0.0034640294,0.00007107686,0.00051073194,0.00002093787,0.000009569431,0.00017674342,0.000003825114,0.0039965925],"genre_scores_gemma":[0.9988368,0.00061533396,0.000014181384,0.000071386356,0.000029946043,0.00000314073,0.00013359246,0.0000010700828,0.00029457282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957846,0.0020163348,0.00022207989,0.00036520069,0.0008287246,0.0007830904],"domain_scores_gemma":[0.94944936,0.014709474,0.029489607,0.0014460047,0.0020893072,0.002816161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030890412,0.00012635054,0.00033259223,0.0012216694,0.00035779615,0.0011316928,0.00031228963,0.0006130888,0.0031172496],"category_scores_gemma":[0.01634334,0.00012430522,0.0003129641,0.0015769146,0.0009350374,0.00062954193,0.00082097587,0.0005059224,0.00035827624],"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":[0.0018660799,0.00064659,0.9554233,0.00024666163,0.0007699907,0.00023885975,0.0005697187,0.0008263295,0.0008728091,0.0015289438,0.0018627334,0.035147972],"study_design_scores_gemma":[0.00006562653,0.0002737886,0.9976076,0.00002593057,0.00010623051,0.00004053043,0.00037040733,0.00008051872,0.00018780211,0.00013171922,0.0011060551,0.000003700627],"about_ca_topic_score_codex":0.0070944265,"about_ca_topic_score_gemma":0.011729496,"teacher_disagreement_score":0.0070944265,"about_ca_system_score_codex":0.00094614405,"about_ca_system_score_gemma":0.00063052523,"threshold_uncertainty_score":0.01633662},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Term (time); Business; Initial public offering; Finance; Physics","score_opus":0.04310062307800034,"score_gpt":0.24276340115858003,"score_spread":0.1996627780805797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412385855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900186,0.002119346,0.00045461024,0.00053046097,0.000039162875,0.000017261988,0.0032340991,0.000033183165,0.0035532317],"genre_scores_gemma":[0.9939553,0.00079548755,0.000108311164,0.0000508176,0.00014879114,0.000008247925,0.0037183068,0.000010285365,0.0012044816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988248,0.0001351795,0.00012805643,0.00021049086,0.00042674286,0.00027473978],"domain_scores_gemma":[0.96041155,0.005904288,0.02628406,0.0011575037,0.004033719,0.0022089523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027456929,0.00027511042,0.00041583413,0.0026556575,0.00034774753,0.0022485456,0.00042898188,0.00067329156,0.003096588],"category_scores_gemma":[0.017145406,0.00013375453,0.00036859192,0.0027717603,0.00047183796,0.0023240887,0.0011463156,0.0012285887,0.0011760012],"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":[0.00015443277,0.00011425569,0.97221744,0.00006126904,0.00011150034,0.0002581674,0.00018627226,0.0009834205,0.00033050735,0.0006779663,0.0032802199,0.021624582],"study_design_scores_gemma":[0.000006227754,0.0001181771,0.99443686,0.000030339945,0.0000476627,0.00020494519,0.00030008348,0.0013598334,0.0002882387,0.00037937536,0.0028134394,0.000014850511],"about_ca_topic_score_codex":0.0057500913,"about_ca_topic_score_gemma":0.0056240694,"teacher_disagreement_score":0.0057500913,"about_ca_system_score_codex":0.00071231835,"about_ca_system_score_gemma":0.0004509208,"threshold_uncertainty_score":0.014520764},"labels":[],"label_agreement":null}]}