{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":17,"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":"5781264154eb","filters":{"venue":"Journal of Sustainable Finance & Investment"}},"results":[{"id":"W3036920432","doi":"10.1080/20430795.2020.1782814","title":"ESG ratings and financial performance of exchange-traded funds during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":233,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Recession; Pandemic; Business; Coronavirus disease 2019 (COVID-19); Sustainability; Financial market; Finance; Economics; Macroeconomics","authors":[{"name":"Zachary Folger-Laronde","is_ca":true},{"name":"Sep Pashang","is_ca":true},{"name":"Leah Feor","is_ca":true},{"name":"Amr ElAlfy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03382568818227388,"gpt":0.2473280309211029,"spread":0.213502342738829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00140424,0.0001921918,0.0004076039,0.0001483011,0.0004212828,0.0001294763,0.0002776749,0.00007411772,0.00002158877],"category_scores_gemma":[0.003117595,0.0001486375,0.0001223648,0.0007607855,0.0002009208,0.001045508,0.0002827942,0.000342472,0.00000165559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002776408,"about_ca_system_score_gemma":0.000604569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001238648,"about_ca_topic_score_gemma":0.00001097919,"domain_scores_codex":[0.9980631,0.00003601397,0.0008721597,0.0002139924,0.0004255829,0.000389182],"domain_scores_gemma":[0.9972048,0.00009006465,0.002013545,0.0001616369,0.0004744535,0.00005549458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002502369,0.000184381,0.9365243,0.008825598,0.00009035441,0.0014459,0.009290531,0.003115991,0.004336752,0.02312868,0.004267948,0.006287139],"study_design_scores_gemma":[0.005893727,0.0007911021,0.5294739,0.0003983833,0.00032921,0.0004379409,0.01863789,0.003041968,0.001530941,0.0148906,0.4235506,0.001023725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99406,0.0009022372,0.00007037874,0.004078022,0.00009288973,0.0003919985,6.512304e-7,0.00002207176,0.0003817689],"genre_scores_gemma":[0.992397,0.0001807316,0.00009319041,0.006078848,0.0006849471,0.00001292778,7.199897e-7,0.00001833431,0.0005333449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4192826,"threshold_uncertainty_score":0.6061262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018402036","doi":"10.1080/20430795.2014.887346","title":"The impact of corporate governance on sustainability performance","year":2014,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Corporate governance; Sustainability; Accounting; Business; Corporate social responsibility; Corporate sustainability; Sustainability organizations; Attendance; Social sustainability; Public relations; Economics; Political science; Finance; Economic growth; Ecology","authors":[{"name":"Paul Shrivastava","is_ca":true},{"name":"Amr Addas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01568529287605852,"gpt":0.2471576064120272,"spread":0.2314723135359687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004562057,0.0002562846,0.0004863393,0.0001372909,0.0004476132,0.0001978741,0.0005025688,0.00007378487,0.00001481196],"category_scores_gemma":[0.004927501,0.0001670148,0.0003515768,0.0008793924,0.0003102387,0.001210378,0.0001920371,0.0003607362,0.000007581313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247904,"about_ca_system_score_gemma":0.0009824513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004312291,"about_ca_topic_score_gemma":0.00001028213,"domain_scores_codex":[0.9972687,0.00006961486,0.001153516,0.0002280436,0.000674227,0.0006058369],"domain_scores_gemma":[0.9906254,0.0002374832,0.005609732,0.0005167656,0.002980637,0.00002996866],"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":[0.002310297,0.000603485,0.1818424,0.0007689234,0.0001218474,0.000175908,0.0002550017,0.0272057,0.0001665784,0.7486171,0.006499594,0.03143318],"study_design_scores_gemma":[0.001196346,0.0009628447,0.6812357,0.0002001768,0.00006053373,0.00001755908,0.001804341,0.003904051,0.0003800867,0.2376817,0.07219567,0.0003609679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920529,0.0002120008,0.00007222528,0.000813039,0.0001983712,0.0004530932,6.590778e-7,0.00001479699,0.006182898],"genre_scores_gemma":[0.9971197,0.00008545551,0.00005006155,0.0002833928,0.0004525901,0.00001278669,8.062512e-7,0.0000241086,0.001971157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5109354,"threshold_uncertainty_score":0.6810665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010408122","doi":"10.1080/20430795.2015.1008736","title":"Incorporating environmental criteria into credit risk management in Bangladeshi banks","year":2015,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Credit risk; Default; Business; Credit rating; Credit enhancement; Credit reference; Credit history; Risk management; Process (computing); Actuarial science; Finance; Computer science","authors":[{"name":"Olaf Weber","is_ca":true},{"name":"Asadul Hoque","is_ca":true},{"name":"Mohammad Islam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01278741264196477,"gpt":0.2157928185734478,"spread":0.203005405931483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001490676,0.0003292506,0.0004627565,0.0004910346,0.0001635216,0.0002243275,0.0005012079,0.00009828647,0.00004678495],"category_scores_gemma":[0.0001341983,0.00031178,0.0001211833,0.0007318762,0.0001168075,0.002986481,0.0003240973,0.0004150879,0.0000799183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009001641,"about_ca_system_score_gemma":0.0001506636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006121641,"about_ca_topic_score_gemma":0.00004289086,"domain_scores_codex":[0.9974258,0.00003728754,0.0009392812,0.0003349838,0.0006837872,0.0005788885],"domain_scores_gemma":[0.9975224,0.00002096022,0.001868773,0.000331773,0.0002088617,0.00004726401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001593975,0.00221254,0.5487749,0.001118181,0.0002315292,0.01574798,0.002133983,0.01819672,0.0002205846,0.2425818,0.1320645,0.03512337],"study_design_scores_gemma":[0.004941317,0.0002740409,0.2296289,0.000337484,0.0001327486,0.00003748035,0.005430312,0.001888404,0.00007299269,0.09011097,0.6664739,0.0006714592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862807,0.0016491,0.0004673932,0.000701997,0.0006713526,0.0005261013,0.0000046842,0.00002404746,0.009674638],"genre_scores_gemma":[0.9888355,0.0003161051,0.00650293,0.001839092,0.001027017,0.00004432854,0.00000916991,0.00004220306,0.001383624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5344093,"threshold_uncertainty_score":0.9999334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3030801547","doi":"10.1080/20430795.2020.1771982","title":"Canadian banks’ responses to COVID-19: a strategic positioning analysis","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Athabasca University; École Nationale d'Administration Publique","funders":"","keywords":"Repurposing; Coronavirus disease 2019 (COVID-19); Context (archaeology); Business; Pandemic; Public relations; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Marketing; Political science; Geography; Medicine; Engineering","authors":[{"name":"David Talbot","is_ca":true},{"name":"Eduardo Ordonez‐Ponce","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05824846634520678,"gpt":0.2786627848182386,"spread":0.2204143184730318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001323195,0.0002329078,0.000734543,0.001594425,0.0002925621,0.0002229045,0.0004617347,0.0001129231,0.0004109899],"category_scores_gemma":[0.002183427,0.0002643654,0.0003053182,0.002470114,0.00004771437,0.0004874683,0.00007559963,0.0003245632,0.00009970881],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004607503,"about_ca_system_score_gemma":0.003321247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04105054,"about_ca_topic_score_gemma":0.002488033,"domain_scores_codex":[0.9975734,0.00006046004,0.001081419,0.0003816958,0.0001310378,0.0007719892],"domain_scores_gemma":[0.9969411,0.0001255678,0.0008408498,0.0002965556,0.0002197036,0.001576187],"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":[0.0006001769,0.0001400031,0.08208183,0.0002461439,0.001027972,0.003606033,0.01202739,0.1272511,0.00004930241,0.7477587,0.02510365,0.0001076295],"study_design_scores_gemma":[0.002151391,0.001750753,0.04771234,0.00005639048,0.0003078147,0.0000905034,0.007167878,0.004273803,0.00009290462,0.09342711,0.8420277,0.0009413878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8712174,0.003963495,0.008884571,0.1069065,0.0001968234,0.0006636581,0.0001759283,0.00003355524,0.007958157],"genre_scores_gemma":[0.9295332,0.0001356033,0.00166737,0.06669331,0.0001480346,0.00001639468,0.000006275561,0.00002335502,0.001776427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8169241,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3168708046","doi":"10.1080/20430795.2021.1917929","title":"Mobilizing private sector investment for climate action: enhancing ambition and scaling up implementation","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"International Development Research Centre","funders":"International Development Research Centre","keywords":"Private sector; Leverage (statistics); Business; Climate Finance; Investment (military); Multinational corporation; Public sector; Finance; Public economics; Developing country; Economics; Economic growth; Political science; Economy","authors":[{"name":"Bhim Adhikari","is_ca":true},{"name":"Lolita Shaila Safaee Chalkasra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07930216320648122,"gpt":0.3031114516014111,"spread":0.2238092883949299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027051,0.0001935093,0.0004798348,0.0002550863,0.0003083929,0.0001868301,0.0000979753,0.00008621084,0.00007943861],"category_scores_gemma":[0.00009250238,0.0002319226,0.0001583295,0.0001962045,0.0000438689,0.0008485192,0.0001003096,0.0001487619,0.000007677359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008899007,"about_ca_system_score_gemma":0.00010894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006860492,"about_ca_topic_score_gemma":0.00002395676,"domain_scores_codex":[0.997919,0.0000203527,0.001136378,0.0003172185,0.00005237015,0.0005547131],"domain_scores_gemma":[0.998262,0.00006354626,0.001190744,0.0001837443,0.0001895281,0.0001103631],"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":[0.0001696184,0.000256001,0.004795159,0.001618244,0.0001915829,0.00007329849,0.006889843,0.0008310006,0.001464566,0.9812891,0.001346489,0.001075041],"study_design_scores_gemma":[0.008212063,0.0009494937,0.01722951,0.0004030041,0.0001439075,0.0003068029,0.04585855,0.002310268,0.06032165,0.3156884,0.5474789,0.001097561],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898847,0.004370397,0.002429867,0.001577701,0.0006548843,0.0004597447,0.00008495777,0.0000128556,0.0005249028],"genre_scores_gemma":[0.9655278,0.01265826,0.01250482,0.007142397,0.0008688219,0.0002307236,0.00008734442,0.00008377615,0.0008960228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6656008,"threshold_uncertainty_score":0.9457528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053828146","doi":"10.1080/20430795.2014.887349","title":"Sustainability challenges and the ambivalent role of the financial sector","year":2014,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Royal Bank of Canada","keywords":"Sustainability; Psychological intervention; Financial intermediary; Intermediary; Corporate governance; Financial services; Financial sector development; Business; Sustainable development; Intervention (counseling); Finance; Economics; Economic growth; Financial sector; Political science","authors":[{"name":"Arnim Wiek","is_ca":false},{"name":"Olaf Weber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01130854987484673,"gpt":0.2034657602423545,"spread":0.1921572103675078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003024248,0.000223984,0.0004521841,0.0001865305,0.0002683997,0.0001382052,0.0006852861,0.00008265256,0.00001057467],"category_scores_gemma":[0.002608328,0.0001251208,0.0002040782,0.0004196352,0.0004934808,0.0009983036,0.0005344722,0.0003283386,0.000002007751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002404502,"about_ca_system_score_gemma":0.0003108727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001668391,"about_ca_topic_score_gemma":0.00003026395,"domain_scores_codex":[0.9980219,0.0001285139,0.0006104765,0.0002155335,0.0005243203,0.0004992342],"domain_scores_gemma":[0.9970035,0.000142283,0.001181687,0.000473143,0.001177388,0.0000220238],"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":[0.0002470839,0.0001405143,0.001640331,0.0005854142,0.0000258282,0.000008576505,0.001028005,0.0001991593,0.00002448714,0.9912195,0.001127071,0.00375407],"study_design_scores_gemma":[0.0024216,0.00009367838,0.09880111,0.00009685156,0.00009446515,0.00001341737,0.007693222,0.0007163499,0.0002843893,0.429218,0.4603673,0.0001996834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505943,0.008141564,0.00005150006,0.02466206,0.0003409687,0.001052741,5.142734e-7,0.00001829635,0.01513807],"genre_scores_gemma":[0.996657,0.0003191392,0.00005808983,0.001784057,0.0006688408,0.00003600948,3.129065e-7,0.00001883683,0.000457727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5620015,"threshold_uncertainty_score":0.5102279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072192645","doi":"10.1080/20430795.2013.776259","title":"Lessons in operationalizing social finance: the case of Vancouver City Savings Credit Union","year":2013,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"Science Foundation Ireland","keywords":"Credit union; Operationalization; Finance; Alliance; Business; Financial services; Asset (computer security); Portfolio; European union; Financial system; Economic policy; Political science","authors":[{"name":"Sean Geobey","is_ca":true},{"name":"Olaf Weber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02497793982778125,"gpt":0.2455383429225222,"spread":0.2205604030947409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001734083,0.0002361549,0.0006794987,0.000364764,0.0004440524,0.00009361108,0.0004285052,0.00017793,0.0001471249],"category_scores_gemma":[0.0002175772,0.0002082592,0.0002241099,0.0007403952,0.0002017861,0.001122442,0.0001776277,0.0004677348,0.0000189985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006923751,"about_ca_system_score_gemma":0.0002793732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003612164,"about_ca_topic_score_gemma":0.0001991352,"domain_scores_codex":[0.9974766,0.00005937334,0.001523775,0.0002922928,0.000109876,0.0005380315],"domain_scores_gemma":[0.9974748,0.00006780043,0.00165178,0.0002801241,0.0004807242,0.0000446933],"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":[0.00004299451,0.0004497489,0.00350208,0.0001037872,0.00002912905,0.0007354569,0.004215468,0.001137275,0.0001964058,0.9378335,0.04969682,0.002057375],"study_design_scores_gemma":[0.003105226,0.0007346866,0.064147,0.0003038977,0.00003101946,0.000385426,0.009616741,0.001004659,0.001788637,0.4055527,0.5125495,0.0007805384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846832,0.004594454,0.001038162,0.00384361,0.0005578474,0.0005618752,0.00002758299,0.000005943306,0.004687374],"genre_scores_gemma":[0.9941085,0.001101788,0.0008160999,0.0006787628,0.000276688,0.00005518861,0.000002438271,0.0000236975,0.002936828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5322808,"threshold_uncertainty_score":0.8492563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401316757","doi":"10.1080/20430795.2024.2386476","title":"Carbon emissions and firm profitability","year":2024,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Profitability index; Intensity (physics); Emission intensity; Econometrics; Carbon fibers; Portfolio; Business; Economics; Financial economics; Mathematics; Finance; Physics","authors":[{"name":"Andreas Marcel Oestreich","is_ca":true},{"name":"Ilias Tsiakas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0399936966247025,"gpt":0.2499148628666155,"spread":0.209921166241913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009137983,0.0001539826,0.0004008334,0.0002899458,0.00009730755,0.0001363859,0.0001450143,0.00009066967,0.00007282212],"category_scores_gemma":[0.0001666112,0.0001522592,0.0001213869,0.0002206842,0.00008876035,0.0004139919,0.00009552509,0.0002519489,0.00001976149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005072243,"about_ca_system_score_gemma":0.0001151232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001856675,"about_ca_topic_score_gemma":0.000004759826,"domain_scores_codex":[0.9985449,0.00001122351,0.0007667554,0.0002536577,0.000035947,0.0003875237],"domain_scores_gemma":[0.9992269,0.00005966322,0.0003301666,0.0001981034,0.000061901,0.0001232367],"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":[0.00003127632,0.0001371065,0.0100397,0.0005298193,0.00006717937,0.0001985283,0.00290141,0.00007535014,0.00001533326,0.9817806,0.003765293,0.0004584026],"study_design_scores_gemma":[0.0005651768,0.0003278823,0.01096765,0.0001626305,0.00002224827,0.0001267188,0.002243799,0.002357675,0.0001710088,0.4105327,0.5722136,0.0003089501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426439,0.03512536,0.00005253433,0.004296344,0.000479177,0.0002240199,0.00003313664,0.0000183195,0.01712723],"genre_scores_gemma":[0.9903071,0.003855401,0.0005307886,0.0004949537,0.0002700699,0.00002279784,0.000002074817,0.00002534928,0.004491448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5712479,"threshold_uncertainty_score":0.6208949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2970133578","doi":"10.1080/20430795.2019.1657315","title":"Controversy in mining development: a study of the defensive strategies of a mining company","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Mining and Resource Management","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Newspaper; Resource (disambiguation); Content analysis; Political science; Public relations; Business; Sociology; Law; Social science; Computer science","authors":[{"name":"Ismael Karidio","is_ca":true},{"name":"David Talbot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007248745858506171,"gpt":0.1966801284754439,"spread":0.1894313826169378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004670022,0.0001520036,0.0004520996,0.0002385282,0.00003803258,0.00002071251,0.0002687743,0.00003913932,0.000007201535],"category_scores_gemma":[0.00004425751,0.0001116199,0.00007182509,0.0003330411,0.00004054018,0.0001356394,0.00009734924,0.0001651717,6.231969e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002460003,"about_ca_system_score_gemma":0.0002083293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003402244,"about_ca_topic_score_gemma":0.00001302896,"domain_scores_codex":[0.998486,0.00005393513,0.0007325713,0.00009979409,0.0003379259,0.0002898187],"domain_scores_gemma":[0.9990406,0.00007558709,0.0004724145,0.000195876,0.000186751,0.00002878487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.00011384,0.000483884,0.04117032,0.0008251524,0.0003405663,0.0001814143,0.1038308,0.8446916,0.0004523208,0.006588674,0.0007673895,0.0005541182],"study_design_scores_gemma":[0.003999685,0.0008334724,0.1305125,0.0009679627,0.00006539508,0.00001446292,0.8484742,0.003106587,0.00124508,0.00009967717,0.01046634,0.0002146944],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934411,0.0008147859,0.00003327459,0.00002253457,0.0001376424,0.0004347017,4.005232e-7,0.000006287963,0.005109292],"genre_scores_gemma":[0.9986371,0.00002193373,0.0007237045,0.00002854101,0.00001446136,0.000009612447,1.517989e-7,0.00001511409,0.0005493126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.841585,"threshold_uncertainty_score":0.455173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206408723","doi":"10.1080/20430795.2021.2017255","title":"Managerial support and innovative work behaviour in B corps: Examining the effect of female employee work engagement and corporate reputation","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre","keywords":"Moderation; Reputation; Work (physics); Sample (material); Work engagement; Latin Americans; Public relations; Social exchange theory; Business; Psychology; Business administration; Marketing; Political science; Social psychology; Sociology; Engineering; Social science","authors":[{"name":"Françoise Contreras","is_ca":false},{"name":"Karla Soria-Barreto","is_ca":false},{"name":"Sergio Zúñiga-Jara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03188019027209889,"gpt":0.2602470665440026,"spread":0.2283668762719037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005138556,0.0001993656,0.000483061,0.0002777827,0.0001913936,0.000231167,0.0001184428,0.00006796104,0.0000142204],"category_scores_gemma":[0.002021159,0.0001589667,0.00005303762,0.001959378,0.0001657099,0.000809164,0.0003377557,0.0003304768,9.831484e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801076,"about_ca_system_score_gemma":0.000252622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009111007,"about_ca_topic_score_gemma":0.00001868123,"domain_scores_codex":[0.997843,0.0001793435,0.001014148,0.0002613532,0.0003849833,0.0003171894],"domain_scores_gemma":[0.9960144,0.0002668415,0.002645155,0.0001940241,0.0008623488,0.00001727839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000602508,0.0000614179,0.9855339,0.0003117389,0.00004545818,0.002017591,0.001172668,0.0003723569,0.0001489725,0.004157408,0.0002885157,0.005287453],"study_design_scores_gemma":[0.001388165,0.0002216335,0.9816593,0.0003498937,0.000105744,0.00002493633,0.01007239,0.00001430409,0.0006242802,0.004037146,0.001318951,0.000183262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997924,0.0004693609,0.00004159698,0.0002960365,0.0001908469,0.0005468367,4.883924e-7,0.000008479794,0.0005223762],"genre_scores_gemma":[0.9985448,0.00004772558,0.0002878712,0.0002818058,0.0001688145,0.00002714242,0.000005072684,0.00002020964,0.0006166275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008899725,"threshold_uncertainty_score":0.6482474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3195307616","doi":"10.1080/20430795.2021.1964808","title":"Do greener funds perform better? An analysis of open-end equity funds in China","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Fund of funds; Global assets under management; Business; Closed-end fund; Passive management; Institutional investor; Private equity fund; Finance; Equity (law); Open-end fund; China; Financial system; Private equity; Corporate governance","authors":[{"name":"Xingxing Chen","is_ca":false},{"name":"Olaf Weber","is_ca":true},{"name":"Xianzhong Song","is_ca":false},{"name":"Lidan Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03147593860208726,"gpt":0.2604195589820639,"spread":0.2289436203799767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002546342,0.0003065552,0.001435083,0.001196825,0.0001233116,0.0002337299,0.001033467,0.0001622706,0.001086674],"category_scores_gemma":[0.0001237042,0.0003483185,0.0003849839,0.001359966,0.0001424208,0.001823399,0.0007574393,0.0003912845,0.00001128586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752553,"about_ca_system_score_gemma":0.0002631031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00097757,"about_ca_topic_score_gemma":0.0002512354,"domain_scores_codex":[0.9964285,0.00007005666,0.002040085,0.0006034405,0.0001478827,0.0007100182],"domain_scores_gemma":[0.9966639,0.00004133387,0.002135656,0.0008511319,0.0001160078,0.0001920157],"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":[0.00008263608,0.0009989609,0.4396184,0.00009314759,0.0006524867,0.0003772916,0.001014481,0.03487579,0.00005414669,0.5202715,0.0003638701,0.00159723],"study_design_scores_gemma":[0.00191976,0.0005046995,0.8820655,0.00004968675,0.0001697579,0.00002383765,0.001849224,0.004049663,0.0006551341,0.07576935,0.03247168,0.000471706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758065,0.003607977,0.0003024311,0.0008618943,0.000178824,0.0001807323,0.00005951909,0.000004353933,0.01899771],"genre_scores_gemma":[0.992516,0.001314882,0.002328434,0.0007793855,0.00009610476,0.0000254659,0.00002837769,0.00003780609,0.002873566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4445022,"threshold_uncertainty_score":0.9998969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224943840","doi":"10.1080/20430795.2022.2045890","title":"Dynamic portfolio decisions with climate risk and model uncertainty","year":2022,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Global Risk Institute in Financial Services; Toronto Metropolitan University","funders":"","keywords":"Portfolio; Climate risk; Actuarial science; Climate change; Economics; Business; Financial economics; Geology","authors":[{"name":"Alexey Rubtsov","is_ca":true},{"name":"Sally Shen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01148647998318789,"gpt":0.2135177277651301,"spread":0.2020312477819422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000808713,0.0001705499,0.0004325625,0.0003149772,0.0006983927,0.00005607543,0.0002928101,0.00004027159,0.00003135267],"category_scores_gemma":[0.0001307668,0.0001645697,0.00009240835,0.0005408205,0.00009538922,0.0002690303,0.0002189425,0.0003739258,0.000005063137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004923865,"about_ca_system_score_gemma":0.0002527468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001246837,"about_ca_topic_score_gemma":0.000007692935,"domain_scores_codex":[0.9983862,0.000007665505,0.0007499551,0.0002934388,0.0001201453,0.0004426191],"domain_scores_gemma":[0.998134,0.00005765396,0.001265234,0.0002640577,0.0001718794,0.0001072282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001095832,0.0001619563,0.001046164,0.00001898473,0.00002618185,0.00006129729,0.0003730975,0.1211708,0.000001332272,0.8760971,0.0003495158,0.0005839789],"study_design_scores_gemma":[0.001234273,0.0007778244,0.006505509,0.00002719634,0.00004061924,0.0001722547,0.002319317,0.05799417,0.000002165229,0.868479,0.06214435,0.0003033387],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4986068,0.01208656,0.4833913,0.001015973,0.0001345703,0.0006125262,0.0003564901,0.00002100423,0.003774772],"genre_scores_gemma":[0.9780784,0.002770791,0.01755651,0.0005645596,0.00002735133,0.0001673869,0.000006941729,0.00002939672,0.0007986758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4794716,"threshold_uncertainty_score":0.671096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408617976","doi":"10.1080/20430795.2025.2479538","title":"Towards a better understanding of ESG ratings","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":9,"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":"Psychology; Business","authors":[{"name":"Robert Stewart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01337894532999385,"gpt":0.2228880650072239,"spread":0.20950911967723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007749005,0.0002325672,0.0004630731,0.000583054,0.0001986612,0.0001521052,0.0004155935,0.00009003915,0.0000542954],"category_scores_gemma":[0.0003496529,0.0002082907,0.0001861792,0.0009800869,0.0002563673,0.001633679,0.0003615207,0.0002476921,0.000004025246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371575,"about_ca_system_score_gemma":0.0002439627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002314262,"about_ca_topic_score_gemma":0.000003320847,"domain_scores_codex":[0.9980372,0.00001965686,0.0008372189,0.0002068671,0.0004326856,0.0004663421],"domain_scores_gemma":[0.9982151,0.00004590843,0.000984786,0.0002791767,0.000459693,0.00001536173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002074421,0.0004826255,0.04695607,0.00225536,0.0001128813,0.0004508182,0.0003112383,0.001933134,0.0002184234,0.9315575,0.0136123,0.001902168],"study_design_scores_gemma":[0.003226442,0.0001732957,0.1001138,0.0009336896,0.0003340397,0.0000299868,0.02313748,0.0005356438,0.002091194,0.5844052,0.2844175,0.0006016896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636639,0.0006862161,0.007739812,0.01011464,0.0004270568,0.0005802102,6.965913e-7,0.00002265702,0.01676478],"genre_scores_gemma":[0.9919744,0.00003490411,0.00104975,0.004882185,0.0002447813,0.00001658829,0.00000159656,0.00002095188,0.001774841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3471523,"threshold_uncertainty_score":0.8493847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070106348","doi":"10.3763/jsfi.2010.0005","title":"Mapping a corporate governance exchange: a survey of Canadian shareholder resolutions 2000–2009","year":2011,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Corporate governance; Shareholder; Business; Accounting; Divergence (linguistics); Diversity (politics); Stakeholder; Political science; Public relations; Finance; Law","authors":[{"name":"Taylor R. Gray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07565235308217208,"gpt":0.2091726175352859,"spread":0.1335202644531138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001370635,0.0002998759,0.0005496274,0.000874831,0.0002382792,0.00008650481,0.0006114375,0.0001160112,0.0002603423],"category_scores_gemma":[0.0003663533,0.0002891671,0.0001562528,0.003257183,0.0001443919,0.002021509,0.0001283049,0.0003137985,0.00004650153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005709425,"about_ca_system_score_gemma":0.001459645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.335621,"about_ca_topic_score_gemma":0.05958219,"domain_scores_codex":[0.9974744,0.00003530946,0.0009354537,0.0002889052,0.0004716342,0.0007942446],"domain_scores_gemma":[0.9942022,0.00002612054,0.003423783,0.0004053127,0.001877003,0.00006556853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006330792,0.000860783,0.3041295,0.001228117,0.000200849,0.003384882,0.00219825,0.0009398609,0.0001076642,0.213612,0.4699365,0.00276853],"study_design_scores_gemma":[0.0007041998,0.00007261964,0.6917351,0.0002908884,0.00002641964,0.00001687222,0.0003912016,0.00009130845,0.00004668607,0.00364867,0.302729,0.0002469645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964147,0.006818745,0.0003897107,0.001216568,0.0006950062,0.0007240857,0.0001609972,0.00002662234,0.02582121],"genre_scores_gemma":[0.9890525,0.000971494,0.0007256882,0.002244847,0.0003325229,0.00002678327,0.00001419392,0.00004285466,0.006589087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3876057,"threshold_uncertainty_score":0.9999561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225129471","doi":"10.1080/20430795.2022.2069663","title":"Canadian banks and their responses to COVID-19 – stakeholder-oriented crisis management","year":2022,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo; École Nationale d'Administration Publique; Athabasca University","funders":"Athabasca University","keywords":"Crisis management; Stakeholder; Pandemic; Business; Proxy (statistics); Coronavirus disease 2019 (COVID-19); Financial crisis; Public relations; Accounting; Political science; Economics; Management; Medicine","authors":[{"name":"Eduardo Ordonez‐Ponce","is_ca":true},{"name":"Truzaar Dordi","is_ca":true},{"name":"David Talbot","is_ca":true},{"name":"Olaf Weber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04542109473905325,"gpt":0.2526020337469617,"spread":0.2071809390079084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002465518,0.0002570039,0.0005364352,0.001643694,0.000663667,0.0001100988,0.0004494344,0.00005842086,0.0003423005],"category_scores_gemma":[0.0005827542,0.0002778789,0.0001230333,0.0009308935,0.0000498972,0.0003442704,0.0003448145,0.0003702389,0.00001483003],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00765872,"about_ca_system_score_gemma":0.001240836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02377347,"about_ca_topic_score_gemma":0.0009911137,"domain_scores_codex":[0.9975998,0.00008762636,0.000912281,0.0004174101,0.0001449312,0.0008379695],"domain_scores_gemma":[0.9978591,0.0001106926,0.0006794118,0.0004329904,0.0001128209,0.0008050521],"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":[0.0007979386,0.0002749789,0.02131153,0.0002934257,0.0002754713,0.002644291,0.01527137,0.01180712,0.000008068562,0.7078253,0.2386421,0.0008483951],"study_design_scores_gemma":[0.001131094,0.0005787864,0.01136387,0.00001370275,0.00001365174,0.0001027796,0.01751984,0.00006861357,0.00001674438,0.03033316,0.9385678,0.0002899937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9295324,0.007400796,0.00259862,0.05380575,0.0006456081,0.001287363,0.0003807881,0.00002845308,0.004320231],"genre_scores_gemma":[0.942979,0.0004785008,0.0008365443,0.04549918,0.0000642688,0.0001099415,0.000005455375,0.00003751163,0.009989604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6999257,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3180919521","doi":"10.1080/20430795.2021.1945348","title":"Money multiplier under Basel capital ratio regulation: implications for counter-COVID-19 stimulus","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Stimulus (psychology); Monetary economics; Novelty; Money supply; Economics; Monetary policy; Multiplier (economics); Basel III; Reserve requirement; Coronavirus disease 2019 (COVID-19); Central bank; Business; Financial system; Macroeconomics; Capital requirement; Market economy","authors":[{"name":"Henry Penikas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02961947784016644,"gpt":0.2671438104358033,"spread":0.2375243325956369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001265055,0.0002232445,0.0004991187,0.0002935612,0.0004468522,0.0001692145,0.0002910873,0.0001337184,0.0002032426],"category_scores_gemma":[0.001142562,0.0002551043,0.000261261,0.0005723596,0.0001396367,0.0006977277,0.00007894634,0.0001734072,0.00001491078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002285936,"about_ca_system_score_gemma":0.001153453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009217337,"about_ca_topic_score_gemma":0.00003346111,"domain_scores_codex":[0.9975637,0.00003981229,0.001327204,0.0004615093,0.0001165365,0.0004912444],"domain_scores_gemma":[0.9968258,0.0002140522,0.001249954,0.0005763817,0.0009523336,0.0001814995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004018709,0.0003735027,0.009611643,0.0001336742,0.00005185782,0.00001473428,0.001281144,0.09713749,0.00005899362,0.8878784,0.003317916,0.0001004912],"study_design_scores_gemma":[0.002464596,0.0002482916,0.1954641,0.0000279718,0.00003480922,0.00007941841,0.001951609,0.008622074,0.0002722506,0.5688366,0.2215852,0.0004131111],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5588316,0.00916421,0.4101862,0.01817961,0.0006833563,0.001178373,0.0002375243,0.00003778802,0.00150129],"genre_scores_gemma":[0.9783315,0.0001763754,0.01043094,0.002183822,0.0002159914,0.0001154129,0.00004348321,0.00003798006,0.008464507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4194999,"threshold_uncertainty_score":0.9999901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407238024","doi":"10.1080/20430795.2025.2460815","title":"Does sustainability affect performance and systematic risk of IPO-focused mutual funds?","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Finance & Investment","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":"Université du Québec en Outaouais","funders":"","keywords":"Initial public offering; Affect (linguistics); Business; Sustainability; Finance; Psychology","authors":[{"name":"Manel Kammoun","is_ca":true},{"name":"Habiba Mrissa Bouden","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005685117529173023,"gpt":0.2016624859773526,"spread":0.1959773684481796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002001402,0.0003002023,0.0008505065,0.0004409731,0.0002518996,0.0001495282,0.0003843015,0.00009784004,0.00000969702],"category_scores_gemma":[0.001094211,0.0001927254,0.0001865137,0.001011319,0.000210615,0.001885738,0.0002137128,0.0003084304,0.000003617121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003941153,"about_ca_system_score_gemma":0.0004101027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003216963,"about_ca_topic_score_gemma":0.00002481884,"domain_scores_codex":[0.9976813,0.00006262085,0.001046246,0.0002843974,0.0004282343,0.0004972451],"domain_scores_gemma":[0.9955403,0.000155671,0.002433809,0.0004166758,0.001432377,0.00002117941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009516019,0.0006252659,0.6707841,0.1149722,0.0003089537,0.0002978465,0.0004731936,0.002394627,0.00004515152,0.1978694,0.009052471,0.002225216],"study_design_scores_gemma":[0.004133224,0.0004639803,0.8691528,0.00793718,0.0008834322,0.00001450154,0.005737599,0.002458693,0.0004589036,0.05553275,0.05260181,0.0006250787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944518,0.001703947,0.000526275,0.000886425,0.0003505989,0.000947021,0.00000375486,0.00001863095,0.00111158],"genre_scores_gemma":[0.9943215,0.000693125,0.0001716074,0.0004841936,0.0001871035,0.00004582144,7.901017e-7,0.00001752559,0.004078367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1983688,"threshold_uncertainty_score":0.7859112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}