{"meta":{"query_hash":"ea01b8733ef1","filters":{"venue":"Venture Capital"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"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/ea01b8733ef1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Venture+Capital"},"results":[{"id":"W1975624621","doi":"10.1080/13691066.2011.642148","title":"Impact of initial public offering coalition on deal completion","year":2011,"lang":"en","type":"article","venue":"Venture Capital","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Initial public offering; Underwriting; Business; Prestige; Agency (philosophy); Intermediary; Incentive; Venture capital; Information asymmetry; Accounting; Finance; Economics; Microeconomics","score_opus":0.056070010074931106,"score_gpt":0.2591525125013258,"score_spread":0.2030825024263947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975624621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934089,0.000023313736,0.00030521693,0.000059824684,0.0002525917,0.000096510856,0.0000225329,0.00003909356,0.0057919743],"genre_scores_gemma":[0.99918854,0.000003169583,0.0000239876,0.00013134343,0.00054699776,0.0000053771237,0.00007046579,0.000012417019,0.000017697483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939376,0.000004562431,0.00014871842,0.00013638109,0.00015641586,0.00016018531],"domain_scores_gemma":[0.9995487,0.000006161746,0.00022002337,0.000120829915,0.00009577818,0.000008555226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007467688,0.00010691865,0.00012819382,0.00009523918,0.00004885237,0.000036134596,0.0001049891,0.000048337053,0.0003483427],"category_scores_gemma":[0.000019202613,0.00009396833,0.000104332794,0.00017060658,0.00003119492,0.0006093235,0.000033292035,0.00008342187,0.0001372956],"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":[0.0005879006,0.0008492845,0.7164159,0.00021854076,0.00009936037,0.00006820659,0.00036513546,0.00004030155,0.002685386,0.2606248,0.010055788,0.007989396],"study_design_scores_gemma":[0.0004722397,0.000092279086,0.9945229,0.000045773966,0.000012860627,0.0000020032471,0.00002757643,0.00011310341,0.00010642942,0.0017803668,0.0026961332,0.00012833023],"about_ca_topic_score_codex":0.0004902659,"about_ca_topic_score_gemma":0.00005791503,"teacher_disagreement_score":0.278107,"about_ca_system_score_codex":0.000033073018,"about_ca_system_score_gemma":0.000017440363,"threshold_uncertainty_score":0.38319173},"labels":[],"label_agreement":null},{"id":"W1998619990","doi":"10.1080/1369106042000316341","title":"The Role of Angels in Technology SMEs: A Link to Venture Capital","year":2005,"lang":"en","type":"article","venue":"Venture Capital","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":161,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Venture capital; Social venture capital; Business; Finance; Investment (military); Web syndication","score_opus":0.005229578846605821,"score_gpt":0.20676183863526118,"score_spread":0.20153225978865535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998619990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972508,0.008068802,0.000022276523,0.015289644,0.0007278371,0.0005420929,0.000026704158,0.00014267635,0.0026719298],"genre_scores_gemma":[0.9965405,0.00006523958,0.00011299955,0.0008161397,0.0021767474,0.000058004724,0.000032715583,0.000040167062,0.00015751908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981391,0.000013754469,0.00046600078,0.00040742304,0.00035375598,0.0006199758],"domain_scores_gemma":[0.9990389,0.000046344197,0.00022432208,0.00051558757,0.00013897549,0.000035913814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031690559,0.0003032013,0.00033964688,0.00050816167,0.00017403137,0.00012061801,0.0008377461,0.00030415272,0.00011326462],"category_scores_gemma":[0.00021969735,0.0002367586,0.00017506225,0.0009339925,0.00015407518,0.0006326108,0.00050164695,0.00050244975,0.00046968443],"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":[0.0005155941,0.0011677749,0.038588237,0.00030243341,0.00027936787,0.00016618673,0.00519311,0.00042878694,0.035650156,0.5805218,0.018057518,0.319129],"study_design_scores_gemma":[0.001276916,0.00013011988,0.015722774,0.00018981798,0.00006658797,0.000017840053,0.005255002,0.00031017233,0.004191501,0.05058992,0.92156583,0.0006835193],"about_ca_topic_score_codex":0.00006798482,"about_ca_topic_score_gemma":0.00056641275,"teacher_disagreement_score":0.9035083,"about_ca_system_score_codex":0.000086432905,"about_ca_system_score_gemma":0.00003734978,"threshold_uncertainty_score":0.96547353},"labels":[],"label_agreement":null},{"id":"W2026242093","doi":"10.1080/13691060802351222","title":"Business angels and love money investors: segments of the informal market for risk capital","year":2008,"lang":"en","type":"article","venue":"Venture Capital","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":82,"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 Ottawa","funders":"","keywords":"Venture capital; Investment (military); Amateur; Value (mathematics); Business; Finance; Monetary economics; Labour economics; Economics","score_opus":0.012228244330509421,"score_gpt":0.19159088887546433,"score_spread":0.1793626445449549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026242093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948997,0.0008389888,0.00012304643,0.0004252703,0.0012325796,0.00065474986,0.00018596098,0.000045132612,0.0015945552],"genre_scores_gemma":[0.9973168,0.00010908952,0.00012128556,0.0005969166,0.0010985223,0.000019435787,0.000057571204,0.00003468273,0.0006456969],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857205,0.000015016751,0.00036847472,0.00029529072,0.00035242035,0.00039676568],"domain_scores_gemma":[0.99888843,0.00005235377,0.00043960562,0.0003470301,0.00023772735,0.000034831613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025374716,0.00029181596,0.0003095252,0.00015252687,0.00026542335,0.000074419135,0.00041039335,0.00017096964,0.00011883209],"category_scores_gemma":[0.00031694383,0.00021776049,0.00019056966,0.00037125387,0.0003100789,0.0013636351,0.00045180458,0.00022975335,0.00004170694],"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":[0.0012690484,0.0012667433,0.67830485,0.0029124382,0.0008760354,0.00007952405,0.011463036,0.00015392092,0.004898401,0.030625097,0.26280478,0.0053461124],"study_design_scores_gemma":[0.0028327606,0.00007730783,0.9414347,0.00014454733,0.00023109422,0.00004163935,0.0012120535,0.00055933336,0.00072423794,0.004057435,0.04803789,0.00064704055],"about_ca_topic_score_codex":0.00017082423,"about_ca_topic_score_gemma":0.00005560477,"teacher_disagreement_score":0.2631298,"about_ca_system_score_codex":0.000027542232,"about_ca_system_score_gemma":0.00004755861,"threshold_uncertainty_score":0.8880015},"labels":[],"label_agreement":null},{"id":"W2039936647","doi":"10.1080/13691060600748421","title":"Some evidence of the external financing costs of new technology-based firms in Canada","year":2006,"lang":"en","type":"article","venue":"Venture Capital","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":22,"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 Laval; Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Commercialization; Equity (law); Finance; Business; Information asymmetry; Agency cost; Sample (material); Actuarial science; Economics; Marketing; Political science","score_opus":0.009845612120709054,"score_gpt":0.20001168911225617,"score_spread":0.1901660769915471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039936647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927957,0.0047580046,0.00006748766,0.0014498108,0.0006488251,0.00018689675,0.0000048569473,0.000016584307,0.00007185455],"genre_scores_gemma":[0.99910814,0.00000825036,0.00007539519,0.0003010252,0.00044971274,0.0000044212397,0.0000038601247,0.0000112837615,0.00003793773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989316,0.000005600498,0.00032758497,0.00018249902,0.0003071852,0.00024552172],"domain_scores_gemma":[0.99930525,0.000029903971,0.0003066001,0.00028626792,0.00006356634,0.000008432268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011904511,0.00014146478,0.00021461479,0.00016287404,0.000042448093,0.000021105128,0.0005001084,0.00008404527,0.00003418463],"category_scores_gemma":[0.00013386572,0.00010972402,0.000090033085,0.0005168251,0.00006970809,0.0004068966,0.00017884125,0.00020827715,0.0000047403364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015775189,0.00025607564,0.8329399,0.0007621366,0.000025857282,0.0001089373,0.00009893085,0.0033334016,0.038040303,0.1051356,0.012141284,0.006999819],"study_design_scores_gemma":[0.0027082788,0.000069303154,0.88788754,0.005215668,0.00010506737,0.0000100244215,0.00067098887,0.0017066138,0.044353068,0.050412845,0.0060833506,0.0007772617],"about_ca_topic_score_codex":0.4775257,"about_ca_topic_score_gemma":0.44144478,"teacher_disagreement_score":0.05494762,"about_ca_system_score_codex":0.00019374683,"about_ca_system_score_gemma":0.0004444668,"threshold_uncertainty_score":0.5687474},"labels":[],"label_agreement":null},{"id":"W2112432186","doi":"10.1080/13691066.2015.1078566","title":"Cross-border VC investment in Canadian firms: implications for exit patterns","year":2015,"lang":"en","type":"article","venue":"Venture Capital","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Venture capital; Initial public offering; Business; Monetary economics; Liberian dollar; Investment (military); Finance; International economics; Financial system; Economics","score_opus":0.0329017069768649,"score_gpt":0.32348120454395246,"score_spread":0.29057949756708756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112432186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98114496,0.00061352405,0.00018920029,0.0060846056,0.0012118765,0.0007640163,0.00015378783,0.00008831432,0.009749682],"genre_scores_gemma":[0.9922623,0.000011006066,0.0000697713,0.005181404,0.0012456154,0.00018690733,0.0005723656,0.000035724883,0.00043491847],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986173,0.0000058626238,0.00026877996,0.00034647074,0.00014486356,0.00061675685],"domain_scores_gemma":[0.9992607,0.000019538584,0.00010381583,0.00031919492,0.0001763936,0.000120325414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028260457,0.00021101933,0.00019213615,0.00047742497,0.00013839787,0.00033222695,0.00030930853,0.00014998189,0.00022687497],"category_scores_gemma":[0.00018833058,0.00020734545,0.000104042665,0.0004077217,0.000052854746,0.00085287244,0.00012168839,0.00016318288,0.00019752988],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005959349,0.00032350325,0.65598637,0.00022241124,0.00006674342,0.000034910627,0.00086088397,0.00016330155,0.00015392297,0.27395624,0.06588319,0.0022888954],"study_design_scores_gemma":[0.001402407,0.000032987187,0.27906987,0.00004082434,0.000028294542,0.0000049944474,0.0003780602,0.0002016797,0.000023240604,0.022881595,0.69553256,0.00040347004],"about_ca_topic_score_codex":0.049240176,"about_ca_topic_score_gemma":0.17315169,"teacher_disagreement_score":0.6296494,"about_ca_system_score_codex":0.0002138625,"about_ca_system_score_gemma":0.00015225842,"threshold_uncertainty_score":0.95709103},"labels":[],"label_agreement":null},{"id":"W2161329740","doi":"10.1080/13691060500453726","title":"Women-Owned businesses and access to bank credit: Evidence from three surveys since 1987","year":2006,"lang":"en","type":"article","venue":"Venture Capital","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Small business; Entrepreneurship; Loan; Business; Management; Public relations; Political science; Marketing; Economics; Finance","score_opus":0.024511425789106516,"score_gpt":0.22071628968918036,"score_spread":0.19620486390007386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161329740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925063,0.0013654435,0.0020336225,0.002419592,0.0009350339,0.00026574297,0.000061497405,0.00010188142,0.00031087644],"genre_scores_gemma":[0.99573267,0.000050457773,0.0000660772,0.0009396511,0.0028914094,0.00004373752,0.000052444393,0.00002989057,0.00019365463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985258,0.000012591547,0.00024743663,0.00050328247,0.0003268116,0.00038406556],"domain_scores_gemma":[0.9991251,0.00008823696,0.00023771182,0.000326846,0.0001983326,0.000023771385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029132786,0.0002590939,0.00027003174,0.000106997104,0.00015499828,0.00069731154,0.00044207214,0.00008597856,0.00018349312],"category_scores_gemma":[0.00019319697,0.00023481775,0.00004439896,0.0006583873,0.000060282637,0.002678364,0.0003121174,0.00012313407,0.00023228458],"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":[0.000094895,0.00010106504,0.9611274,0.00013624511,0.00001884095,0.000100832374,0.000072305105,0.00018639068,0.0015791457,0.0013724992,0.030215565,0.004994798],"study_design_scores_gemma":[0.00033732693,0.000013851128,0.9696734,0.0001990959,0.00001972212,0.0000011564373,0.000023285049,0.00009555887,0.00009639513,0.004393027,0.024820374,0.00032680822],"about_ca_topic_score_codex":0.006536915,"about_ca_topic_score_gemma":0.0061610593,"teacher_disagreement_score":0.008545982,"about_ca_system_score_codex":0.0000525012,"about_ca_system_score_gemma":0.000034466775,"threshold_uncertainty_score":0.98819035},"labels":[],"label_agreement":null},{"id":"W2890866403","doi":"10.1080/13691066.2018.1516358","title":"Private equity investment in family firms: the role of stake size and deal syndication","year":2018,"lang":"en","type":"article","venue":"Venture Capital","topic":"Family Business Performance and Succession","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":true,"ca_institutions":"Concordia University","funders":"","keywords":"Web syndication; Private equity; Private equity firm; Business; Entrepreneurship; Investment (military); Equity (law); Club deal; Venture capital; Private equity fund; Finance","score_opus":0.012271061070539277,"score_gpt":0.22971155074358537,"score_spread":0.2174404896730461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890866403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941398,0.00078978046,0.000008919486,0.00031248937,0.00017564457,0.00019561115,0.0000020566235,0.00002174905,0.004353948],"genre_scores_gemma":[0.99819994,0.000056016685,0.00004639069,0.0012534516,0.00038893663,0.000014165939,0.000013903552,0.000009895223,0.000017303379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925756,0.0000068110703,0.00019792389,0.00015997922,0.00020153045,0.00017620283],"domain_scores_gemma":[0.9995941,0.000020922918,0.00014288588,0.00016641064,0.000067201516,0.000008487319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023016195,0.00010820333,0.00012513403,0.00008575477,0.000108051536,0.00007502931,0.00018015435,0.000059444585,0.000035106445],"category_scores_gemma":[0.00003879208,0.000071970004,0.00002549961,0.00027741175,0.00014164482,0.000614694,0.00022680554,0.000090910304,0.000033646724],"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":[0.0003198222,0.000449814,0.7756687,0.00061949465,0.000058406775,0.000011768832,0.0028206427,0.00003258935,0.0661878,0.085511714,0.0024470075,0.06587223],"study_design_scores_gemma":[0.00045087645,0.000027389598,0.96140885,0.0001096798,0.000019058805,7.140469e-7,0.0010311023,0.0012514233,0.0005794946,0.010601977,0.024385868,0.00013358626],"about_ca_topic_score_codex":0.00027912174,"about_ca_topic_score_gemma":0.00009781959,"teacher_disagreement_score":0.18574013,"about_ca_system_score_codex":0.000019977726,"about_ca_system_score_gemma":0.00001673203,"threshold_uncertainty_score":0.29348513},"labels":[],"label_agreement":null},{"id":"W3123026616","doi":"10.1002/9781118266908.ch22","title":"The Canadian Public Venture Capital Market","year":2010,"lang":"en","type":"preprint","venue":"Venture Capital","topic":"Private Equity and Venture Capital","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":true,"ca_institutions":"Université Laval","funders":"","keywords":"Exchange rate; Venture capital; Business; Economics; Welfare economics; Finance","score_opus":0.015427355875732433,"score_gpt":0.21155866351562558,"score_spread":0.19613130763989314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123026616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77885634,0.012347146,0.000041578045,0.059791718,0.051077094,0.0028347916,0.00056257495,0.0008868568,0.09360193],"genre_scores_gemma":[0.97998035,0.00017905972,0.00004758488,0.0027898846,0.013151824,0.00017868882,0.001380088,0.00017905509,0.0021134438],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951191,0.000055200224,0.00073805184,0.0012144496,0.0010698246,0.0018034057],"domain_scores_gemma":[0.99653554,0.00010291154,0.0007240573,0.0018066209,0.0005690278,0.00026183578],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00115401,0.0010613638,0.00068927155,0.000651862,0.0021936265,0.00521491,0.0030076315,0.0019211674,0.0019311472],"category_scores_gemma":[0.00069646543,0.0008407473,0.0007990196,0.0004630233,0.00053010334,0.0011029773,0.0025778296,0.005008304,0.0013763664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011461709,0.00033404308,0.005280701,0.0008348494,0.00074824307,0.00067879737,0.00072693557,0.000017809747,0.00016828888,0.3872579,0.59501123,0.008826545],"study_design_scores_gemma":[0.0005256018,0.000018689183,0.009426285,0.00012610186,0.00019336857,0.000033016844,0.0004764602,0.0003454033,0.000015272437,0.049311697,0.93830854,0.0012195674],"about_ca_topic_score_codex":0.024993237,"about_ca_topic_score_gemma":0.48248714,"teacher_disagreement_score":0.4574939,"about_ca_system_score_codex":0.00046670833,"about_ca_system_score_gemma":0.0010196118,"threshold_uncertainty_score":0.9994043},"labels":[],"label_agreement":null},{"id":"W4238601580","doi":"10.1080/13691066.2010.492989","title":"Public policy and the creation of active venture capital markets","year":2011,"lang":"en","type":"article","venue":"Venture Capital","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Venture capital; Bankruptcy; Initial public offering; Government (linguistics); Social venture capital; Investment banking; Investment (military); Value (mathematics); Seed money; Economics; Finance; Business; Law; Political science","score_opus":0.022460914669319872,"score_gpt":0.21818554037610616,"score_spread":0.19572462570678628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238601580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95091426,0.0014478072,0.00006684587,0.0024625205,0.00067866885,0.00049441773,0.000026167127,0.00008658326,0.043822713],"genre_scores_gemma":[0.997239,0.00010377055,0.000035005603,0.0007178857,0.0015398171,0.000028785576,0.00007855397,0.00003115477,0.00022602835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99861586,0.000038926784,0.00030881303,0.00032110006,0.0003316311,0.0003836725],"domain_scores_gemma":[0.99899995,0.00006778525,0.0003551728,0.00034318864,0.00019783755,0.000036039968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038468873,0.00027057168,0.00031833787,0.00029260482,0.00021376362,0.00016186111,0.00041076288,0.00017968235,0.00040015124],"category_scores_gemma":[0.0004671503,0.00019075115,0.00019325994,0.00041173547,0.00048436422,0.0013340835,0.00036622692,0.00029232405,0.00006919721],"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":[0.0007399389,0.00029605607,0.0038276317,0.00018808332,0.00021953523,0.000022048904,0.0044918386,4.619649e-7,0.0004430388,0.9754945,0.0021991755,0.012077707],"study_design_scores_gemma":[0.012147303,0.00020420107,0.5576547,0.00026038353,0.0006815591,0.0000996105,0.010042684,0.0003801873,0.0019864158,0.33630484,0.07862682,0.001611307],"about_ca_topic_score_codex":0.00046377713,"about_ca_topic_score_gemma":0.00006522737,"teacher_disagreement_score":0.63918966,"about_ca_system_score_codex":0.000045216795,"about_ca_system_score_gemma":0.00005588558,"threshold_uncertainty_score":0.7778606},"labels":[],"label_agreement":null},{"id":"W4387668534","doi":"10.1080/13691066.2023.2265565","title":"Lexical sophistication and crowdfunding outcomes","year":2023,"lang":"en","type":"article","venue":"Venture Capital","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","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":"Wilfrid Laurier University","funders":"","keywords":"Sophistication; Optimal distinctiveness theory; Sample (material); Psychology; Perception; Marketing; Business; Social psychology; Sociology","score_opus":0.018534078778292554,"score_gpt":0.23286687214034132,"score_spread":0.21433279336204877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387668534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850447,0.00013764462,0.00033256068,0.0022151622,0.0007763203,0.00016421474,0.000007739224,0.0004878357,0.01083379],"genre_scores_gemma":[0.9975494,0.00000889198,0.00004898517,0.00047010963,0.0005218993,0.000017788852,0.00006673989,0.000029552406,0.0012865907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990579,0.0000023556931,0.00017481492,0.00028755702,0.00018628921,0.0002910786],"domain_scores_gemma":[0.99965423,0.00004305934,0.00009174271,0.00015044826,0.000045308563,0.000015178291],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013364342,0.00015741968,0.00015997,0.00025286622,0.00015369085,0.00033578565,0.00014156483,0.000078705554,0.00005850254],"category_scores_gemma":[0.00028702302,0.00014614832,0.00006311968,0.0004701649,0.00008309368,0.00082232297,0.00019384705,0.00012654974,0.0012917088],"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":[0.000021140928,0.000063475025,0.19549245,0.00023753889,0.00003400191,0.00007898468,0.0001275079,0.000010402171,0.0013338128,0.7706308,0.02531193,0.0066580013],"study_design_scores_gemma":[0.0006367677,0.000023250426,0.8172835,0.00009662819,0.000050543716,0.000010498868,0.0003079867,0.00211455,0.00013031333,0.0702835,0.10846942,0.0005930568],"about_ca_topic_score_codex":0.0000306767,"about_ca_topic_score_gemma":0.0000113138385,"teacher_disagreement_score":0.70034724,"about_ca_system_score_codex":0.000028651695,"about_ca_system_score_gemma":0.00000730858,"threshold_uncertainty_score":0.9994859},"labels":[],"label_agreement":null},{"id":"W4394855384","doi":"10.1080/13691066.2024.2341623","title":"Do the relationship paths between capital structure and investment efficiency depend on information asymmetry? A comparison between emerging and developed countries","year":2024,"lang":"en","type":"article","venue":"Venture Capital","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":"Simon Fraser University","funders":"","keywords":"Leverage (statistics); Information asymmetry; Emerging markets; Debt; Business; Investment (military); Capital structure; Monetary economics; Maturity (psychological); Debt ratio; Finance; Economics; Financial system","score_opus":0.019055956810894108,"score_gpt":0.23934344050118422,"score_spread":0.2202874836902901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394855384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953125,0.0018793804,0.00033444082,0.001319253,0.00033055164,0.00030060543,0.000091727445,0.00006936828,0.0003621589],"genre_scores_gemma":[0.99871933,0.000023648216,0.000030797724,0.00043061472,0.00059439224,0.000009335506,0.00015253313,0.0000144384885,0.00002489737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989387,0.000011590147,0.00029403533,0.00022916195,0.00031451232,0.00021204163],"domain_scores_gemma":[0.9994555,0.00014981728,0.00018811837,0.00014256244,0.000046085916,0.000017881634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021778546,0.00020577337,0.000186508,0.0001601278,0.0003326086,0.00075849623,0.00012714803,0.00009912454,0.000012912478],"category_scores_gemma":[0.00010115124,0.00014676045,0.000033487813,0.00038540066,0.000069948685,0.0013909917,0.00009614156,0.00030547308,0.000060712737],"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":[0.000013027927,0.000007774485,0.9045437,0.00023959324,0.000040135033,0.000006401848,0.0026285849,0.000036395926,0.0000041013004,0.082534105,0.0019719796,0.00797421],"study_design_scores_gemma":[0.0002917335,0.000027773776,0.94458205,0.00017385818,0.00008408043,0.0000023731727,0.000670545,0.00032055512,0.000019740542,0.0073698517,0.04622915,0.00022828726],"about_ca_topic_score_codex":0.000090898895,"about_ca_topic_score_gemma":0.00005314546,"teacher_disagreement_score":0.07516425,"about_ca_system_score_codex":0.000042528383,"about_ca_system_score_gemma":0.000036680813,"threshold_uncertainty_score":0.7314197},"labels":[],"label_agreement":null},{"id":"W4407108422","doi":"10.1080/13691066.2025.2458829","title":"Venture capital and environmental information disclosure by small and medium-sized enterprises in China: a stakeholder theory perspective","year":2025,"lang":"en","type":"article","venue":"Venture Capital","topic":"Private Equity and Venture Capital","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 Windsor","funders":"National Social Science Fund of China","keywords":"Perspective (graphical); China; Business; Venture capital; Stakeholder theory; Stakeholder; Industrial organization; Capital (architecture); Environmental resource management; Knowledge management; Finance; Economics; Management; Political science; Geography; Computer science","score_opus":0.005077700661881428,"score_gpt":0.18591425026854896,"score_spread":0.18083654960666753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407108422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881552,0.0064043915,0.000167823,0.002152506,0.00060023414,0.0005592567,0.0001304744,0.00007713619,0.0017530067],"genre_scores_gemma":[0.9977522,0.0002818565,0.000020144724,0.0010278138,0.00025706177,0.000041413765,0.00041372675,0.000020903082,0.00018490742],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99858445,0.000035754856,0.00034880862,0.00039965005,0.0002431089,0.00038823532],"domain_scores_gemma":[0.99944496,0.000051059495,0.000222155,0.00021350125,0.000030293324,0.00003801599],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002945301,0.0003666204,0.00033348004,0.00034111086,0.0001919677,0.00037851167,0.00023707512,0.000226985,0.000118835625],"category_scores_gemma":[0.00015567869,0.00032806306,0.00009256845,0.00021904096,0.00023904273,0.0018794877,0.00042086863,0.00045570597,0.00002239775],"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":[0.0031025382,0.0027988707,0.41404986,0.0023751159,0.0012817469,0.00028344386,0.056188677,0.000040742787,0.015506493,0.45126095,0.036219,0.016892543],"study_design_scores_gemma":[0.0089136185,0.00016583882,0.8016996,0.0005240095,0.00039012704,0.000037091115,0.070507586,0.0002323034,0.00047509643,0.08381239,0.03174708,0.001495254],"about_ca_topic_score_codex":0.00014197653,"about_ca_topic_score_gemma":0.00010590142,"teacher_disagreement_score":0.38764971,"about_ca_system_score_codex":0.00013321749,"about_ca_system_score_gemma":0.000031582418,"threshold_uncertainty_score":0.99991715},"labels":[],"label_agreement":null}]}