{"meta":{"query_hash":"d42b8545f67e","filters":{"venue":"The Journal of Impact and ESG Investing"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/d42b8545f67e","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Journal+of+Impact+and+ESG+Investing"},"results":[{"id":"W3083209584","doi":"10.3905/jesg.2020.1.1.007","title":"COMMENTARY: Defining Sustainable, Impact, and ESG Investing","year":2020,"lang":"en","type":"article","venue":"The Journal of Impact and ESG Investing","topic":"Community Development and Social Impact","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":"Impact","funders":"","keywords":"ROWE; Order (exchange); Management; Asset management; Asset (computer security); Business; Political science; Economics; Finance; Computer science; Computer security","score_opus":0.058012381718221255,"score_gpt":0.2674089149653195,"score_spread":0.20939653324709823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083209584","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000054014872,0.001784281,0.000031249783,0.9650081,0.032248482,0.0000048024804,0.0000728643,0.000012708117,0.0007835103],"genre_scores_gemma":[0.0010704506,0.0013618347,0.00007645675,0.9559996,0.039499108,0.000019172921,0.000030435116,0.00002448013,0.0019184025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910952,0.0027472388,0.0008759033,0.0015100214,0.0028962465,0.00087533717],"domain_scores_gemma":[0.94284797,0.041187633,0.0018024691,0.0009722562,0.009962381,0.0032273203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011061458,0.0015678313,0.0022239021,0.0019775182,0.00550425,0.0049747843,0.007179115,0.062623054,0.011206538],"category_scores_gemma":[0.07635164,0.0012468909,0.0015255451,0.002123258,0.008672054,0.008815466,0.0030688432,0.06303822,0.0080755325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013266069,0.0000033889262,0.000025704196,0.00004747949,0.0000035367798,0.00003983977,0.000062776235,0.000011356727,0.000015131929,0.0017305979,0.99691486,0.001132073],"study_design_scores_gemma":[0.000082253675,0.000032033506,0.00042637315,0.0009882931,0.000036698588,0.00030544365,0.0006019294,0.00014188136,0.00020960228,0.009867062,0.98724383,0.000064534004],"about_ca_topic_score_codex":0.03782827,"about_ca_topic_score_gemma":0.036101576,"teacher_disagreement_score":0.062623054,"about_ca_system_score_codex":0.010127954,"about_ca_system_score_gemma":0.0135307545,"threshold_uncertainty_score":0.075216174},"labels":[],"label_agreement":null},{"id":"W4317538684","doi":"10.3905/jesg.2023.1.065","title":"COMMENTARY: Discrediting the Crusade against ESG Investing","year":2023,"lang":"en","type":"article","venue":"The Journal of Impact and ESG Investing","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","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":"Innovative Targeting Solutions (Canada)","funders":"","keywords":"History; Business","score_opus":0.08732185560749021,"score_gpt":0.28334950712883816,"score_spread":0.19602765152134793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317538684","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000085136104,0.0013879853,0.000032495107,0.97551525,0.02223909,0.0000042319193,0.000032596574,0.00001139143,0.0006917382],"genre_scores_gemma":[0.0014941805,0.00068498985,0.00005883809,0.9819672,0.014106222,0.00001568457,0.000010928259,0.000028567958,0.0016333327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98171264,0.0066592013,0.0013787899,0.0027581623,0.005229676,0.002261466],"domain_scores_gemma":[0.89043504,0.08225582,0.0037828253,0.0020517115,0.015051619,0.0064230436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020200985,0.001478014,0.0023821262,0.0016858798,0.011846214,0.008986376,0.009404114,0.109248474,0.009805307],"category_scores_gemma":[0.123539284,0.0015844625,0.0018984202,0.002055076,0.018540327,0.012990199,0.0064454605,0.13525657,0.0064035114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017566264,0.000004520464,0.000034922465,0.00008965602,0.000007541263,0.0001328122,0.0008208686,0.000017050797,0.000043984506,0.0030116579,0.9944635,0.001355814],"study_design_scores_gemma":[0.00004586193,0.000024451274,0.00032091423,0.00122574,0.000032746295,0.0003898078,0.0028542078,0.00010319791,0.0002349133,0.007384825,0.9873074,0.0000757863],"about_ca_topic_score_codex":0.04370181,"about_ca_topic_score_gemma":0.047649458,"teacher_disagreement_score":0.109248474,"about_ca_system_score_codex":0.015280768,"about_ca_system_score_gemma":0.02432238,"threshold_uncertainty_score":0.11087024},"labels":[],"label_agreement":null},{"id":"W4317884458","doi":"10.3905/jesg.2023.1.066","title":"The Impact of ESG Risks on the Performance of Infrastructure Mutual Funds","year":2023,"lang":"en","type":"article","venue":"The Journal of Impact and ESG Investing","topic":"Sustainable Finance and Green Bonds","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":"Université du Québec en Outaouais","funders":"","keywords":"Business; Equity (law); Corporate governance; Mutual fund; Sample (material); Systematic risk; Recession; Finance; Economics","score_opus":0.06347785287882643,"score_gpt":0.28978050614371276,"score_spread":0.22630265326488633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317884458","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":[0.99661034,0.00015465579,0.00011442778,0.0002813255,0.0000053098806,0.0000051129878,0.00008080029,0.000007889036,0.0027401345],"genre_scores_gemma":[0.9995993,0.000045848243,0.000025090918,0.000011682691,0.000011588537,0.0000014603886,0.00006626268,0.0000015514164,0.00023726048],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687743,0.0008729918,0.00033459038,0.0001931865,0.00095722347,0.00076455506],"domain_scores_gemma":[0.9650835,0.0051650885,0.022874346,0.00122775,0.0026254007,0.0030239539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043503945,0.00032245187,0.00030409533,0.001270568,0.00038769413,0.0027903602,0.00031774648,0.0008309037,0.0015271271],"category_scores_gemma":[0.027195347,0.000103279635,0.00030530585,0.0010883113,0.0010474579,0.0017288168,0.0024161611,0.0008651122,0.00046764777],"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":[0.00068556296,0.0001400364,0.96896756,0.000037424557,0.00017013124,0.0002925523,0.00053599535,0.004068122,0.00119943,0.0033780346,0.0007944906,0.019730724],"study_design_scores_gemma":[0.000023004104,0.00048712487,0.98962516,0.000031317668,0.000069886926,0.00020582502,0.0010910148,0.0034425925,0.0014685487,0.0019963044,0.0015291906,0.000030091265],"about_ca_topic_score_codex":0.0020587004,"about_ca_topic_score_gemma":0.0027745848,"teacher_disagreement_score":0.0043503945,"about_ca_system_score_codex":0.0011848306,"about_ca_system_score_gemma":0.00061415404,"threshold_uncertainty_score":0.023007333},"labels":[],"label_agreement":null},{"id":"W4385402364","doi":"10.3905/jesg.2023.1.079","title":"ESG Risk Ratings: Quantitative Insights Benefiting from Size and Sector Adjustments","year":2023,"lang":"en","type":"article","venue":"The Journal of Impact and ESG Investing","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Corporate governance; Business; Investment (military); Finance","score_opus":0.047572453292536274,"score_gpt":0.2877062302904651,"score_spread":0.24013377699792882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385402364","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":[0.8132187,0.0010328887,0.1254896,0.0014002984,0.00014642961,0.00015020302,0.0019484292,0.00045711387,0.056156434],"genre_scores_gemma":[0.98799115,0.00014641076,0.010127515,0.000037789658,0.00005034863,0.000016835158,0.000424818,0.000032920674,0.0011724093],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965829,0.0013052613,0.000332521,0.00029667804,0.0013557512,0.00012687159],"domain_scores_gemma":[0.9712101,0.013575811,0.006553861,0.0035406782,0.00467588,0.00044363426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005473418,0.00043662835,0.00036813066,0.0023420881,0.0002119684,0.002039678,0.00049988274,0.00066025363,0.0030569201],"category_scores_gemma":[0.04134779,0.00015290605,0.00031865964,0.0026796474,0.0005251432,0.0024053417,0.00096774683,0.00089086307,0.0005944134],"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":[0.0006641437,0.00037729592,0.39820924,0.00027887287,0.00023017141,0.00036053057,0.002890014,0.061279852,0.011020169,0.07108977,0.008940199,0.44465977],"study_design_scores_gemma":[0.00005187004,0.00066375866,0.60191894,0.00017720826,0.00012108122,0.0005021887,0.003114125,0.28009772,0.009883158,0.08348203,0.019747946,0.00024007303],"about_ca_topic_score_codex":0.0013580407,"about_ca_topic_score_gemma":0.0011430695,"teacher_disagreement_score":0.005473418,"about_ca_system_score_codex":0.00042508816,"about_ca_system_score_gemma":0.00018439682,"threshold_uncertainty_score":0.028946579},"labels":[],"label_agreement":null},{"id":"W4401552943","doi":"10.3905/jesg.2024.1.110","title":"Investing in Happiness: A Venture Capital Assessment Framework","year":2024,"lang":"en","type":"article","venue":"The Journal of Impact and ESG Investing","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":"Impact","funders":"","keywords":"Venture capital; Happiness; Business; Capital (architecture); Social venture capital; Finance; Economics; Actuarial science; Psychology; Geography; Social psychology","score_opus":0.022049806420671156,"score_gpt":0.29493118705809684,"score_spread":0.2728813806374257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401552943","genre_codex":"methods","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":[0.11876227,0.008183608,0.43524656,0.030501802,0.0004155229,0.0013154371,0.0011407157,0.00021715181,0.40421697],"genre_scores_gemma":[0.92837703,0.0021319399,0.061519966,0.0004239058,0.00012923009,0.0004570348,0.00020949007,0.00001651226,0.006734767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965243,0.002185533,0.00015207645,0.00023345991,0.00053450925,0.0003701346],"domain_scores_gemma":[0.9960968,0.0016793885,0.0005632797,0.00011338327,0.00085941807,0.00068762986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006812027,0.0007231051,0.00037461115,0.0053124772,0.001685696,0.008818087,0.0011777825,0.0013668285,0.0029892072],"category_scores_gemma":[0.00743683,0.00023446108,0.00070943206,0.0023043556,0.0030917209,0.005304377,0.0050488072,0.0015465019,0.00026956832],"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":[0.000021782998,0.00008607221,0.0072255875,0.00010690295,0.000049416176,0.00024512163,0.0016295222,0.010918164,0.00014523418,0.93221897,0.0038729152,0.043480266],"study_design_scores_gemma":[0.000017227292,0.00013625059,0.008276869,0.000718596,0.00007066632,0.0001946582,0.005159922,0.06565826,0.00028825493,0.8630949,0.05630956,0.00007476368],"about_ca_topic_score_codex":0.005149681,"about_ca_topic_score_gemma":0.0056882123,"teacher_disagreement_score":0.008818087,"about_ca_system_score_codex":0.004125363,"about_ca_system_score_gemma":0.0038076672,"threshold_uncertainty_score":0.036025822},"labels":[],"label_agreement":null},{"id":"W4415228718","doi":"10.3905/jesg.2025.1.142","title":"Delta Attribution: A New Method for Understanding Changes in Portfolio Emissions","year":2025,"lang":"en","type":"article","venue":"The Journal of Impact and ESG Investing","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","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":"Vale (Canada)","funders":"","keywords":"Attribution; Portfolio; Equity (law); Modern portfolio theory; Project portfolio management; Application portfolio management","score_opus":0.27025464571341434,"score_gpt":0.38240145879847576,"score_spread":0.11214681308506141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415228718","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009324986,0.00012290166,0.9854129,0.00015294892,0.000086503955,0.00004808723,0.0003953306,0.00090067444,0.0035556941],"genre_scores_gemma":[0.31512493,0.00052000745,0.6760569,0.00014477804,0.00015633323,0.00031262398,0.0008562903,0.000658785,0.0061693494],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979741,0.00053644023,0.00021677373,0.00046409055,0.0006898028,0.00011882083],"domain_scores_gemma":[0.99227375,0.0042513083,0.0011209185,0.0014335754,0.0007431818,0.00017725698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004466431,0.0011062941,0.0006753326,0.00440852,0.00068924495,0.0027951435,0.0013756788,0.0010441715,0.0059498735],"category_scores_gemma":[0.019960428,0.00045480335,0.0012101099,0.004100371,0.001170834,0.0067829513,0.0021858653,0.001932417,0.00083207234],"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":[0.00028594874,0.00019862762,0.039089885,0.0002516023,0.00019532842,0.0003406497,0.0015768016,0.11913732,0.0056046173,0.36482337,0.008067063,0.46042883],"study_design_scores_gemma":[0.000039330127,0.00010401663,0.013368427,0.00009669072,0.00007523648,0.00057079335,0.0005129332,0.6287324,0.005830071,0.31657785,0.03393963,0.00015264687],"about_ca_topic_score_codex":0.0038719173,"about_ca_topic_score_gemma":0.002281002,"teacher_disagreement_score":0.0059498735,"about_ca_system_score_codex":0.0010504128,"about_ca_system_score_gemma":0.0012398006,"threshold_uncertainty_score":0.023621023},"labels":[],"label_agreement":null}]}