{"meta":{"query_hash":"be6ef6ac2585","filters":{"venue":"˜The œmajor gifts report"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/be6ef6ac2585","api":"https://metacan.xera.ac/api/v1/cohort?venue=%C2%98The+%C2%9Cmajor+gifts+report"},"results":[{"id":"W4323311571","doi":"10.1002/mgr.32125","title":"Call In Fresh Recruits During Your Last Quarter","year":2023,"lang":"en","type":"article","venue":"˜The œmajor gifts report","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Citation; Bit (key); Advertising; Library science; Computer science; History; Business; Computer security","score_opus":0.038783040477793775,"score_gpt":0.3457718169568721,"score_spread":0.3069887764790783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323311571","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":[0.87902236,0.000024521696,0.00001400637,0.0037745372,0.0009636694,0.00036328557,0.0000074783784,0.00030490416,0.11552525],"genre_scores_gemma":[0.9760665,0.000015630212,0.000052466352,0.0001846264,0.00048539136,0.00007791266,0.000010792197,0.000028346587,0.023078283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973664,0.00021996131,0.0004963401,0.00039857626,0.0007184403,0.00080026855],"domain_scores_gemma":[0.9988241,0.00027454022,0.00013473674,0.0005046802,0.00007446627,0.00018745378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016881485,0.00014778487,0.00021830875,0.00012304624,0.0005318362,0.00010233339,0.00044409002,0.00019512394,0.00017693505],"category_scores_gemma":[0.00054762105,0.0001232614,0.00011615315,0.00085969694,0.0004211783,0.00014309524,0.00013269237,0.00038053587,0.00054293167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043433676,0.00027423148,0.72064346,0.000107855536,0.00016577094,0.011526357,0.0874434,0.00009029011,0.0010751949,0.14050934,0.036698606,0.0014220711],"study_design_scores_gemma":[0.00059729,0.000028950233,0.8851058,0.0000969807,0.000034210374,0.000110046174,0.021310402,0.00031982965,0.000052336443,0.043086085,0.04867993,0.00057817495],"about_ca_topic_score_codex":0.005515049,"about_ca_topic_score_gemma":0.032684755,"teacher_disagreement_score":0.16446231,"about_ca_system_score_codex":0.00030784216,"about_ca_system_score_gemma":0.00023308031,"threshold_uncertainty_score":0.9849662},"labels":[],"label_agreement":null},{"id":"W4362577235","doi":"10.1002/mgr.32134","title":"Look Beyond Your Major Gift Donors","year":2023,"lang":"en","type":"article","venue":"˜The œmajor gifts report","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"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":"Citation; Advertising; Computer science; World Wide Web; Business","score_opus":0.03201765615644713,"score_gpt":0.32058120467192774,"score_spread":0.2885635485154806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362577235","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":[0.8215342,0.00017175023,0.00010840106,0.0017632121,0.002383662,0.00052958773,0.000014016571,0.0007110307,0.17278413],"genre_scores_gemma":[0.9003107,0.00004329209,0.00007901014,0.00026151646,0.0011407007,0.00006657579,0.000021262644,0.00004499712,0.09803196],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973704,0.00012280772,0.00046885328,0.00046923317,0.0008080103,0.000760651],"domain_scores_gemma":[0.99866873,0.00014236767,0.00021611295,0.00062785076,0.00012314621,0.00022181784],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020706877,0.0002050156,0.00025961164,0.00013455897,0.0010737008,0.00017375423,0.0005505508,0.00015421375,0.0005906259],"category_scores_gemma":[0.0002007924,0.00016170547,0.00020184011,0.0009904234,0.0003294545,0.00022720269,0.0001657129,0.00027633933,0.0010177131],"study_design_candidate":"not_applicable","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":[0.000091825794,0.00026069052,0.71895164,0.0001573593,0.0005823721,0.0068542273,0.059219018,0.000055862765,0.009844218,0.023658533,0.16662818,0.01369605],"study_design_scores_gemma":[0.00048000232,0.00006270769,0.09523198,0.000041532592,0.00011128271,0.00016213104,0.012076524,0.000083005405,0.0005906406,0.0069530853,0.8835202,0.0006868949],"about_ca_topic_score_codex":0.01175961,"about_ca_topic_score_gemma":0.019828597,"teacher_disagreement_score":0.716892,"about_ca_system_score_codex":0.00012355243,"about_ca_system_score_gemma":0.00033035383,"threshold_uncertainty_score":0.9997601},"labels":[],"label_agreement":null},{"id":"W4408380129","doi":"10.1002/mgr.32572","title":"The Transformative Power of Big Data, Automation and Generative AI","year":2025,"lang":"en","type":"article","venue":"˜The œmajor gifts report","topic":"Big Data and Digital Economy","field":"Computer Science","cited_by":0,"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":"Transformative learning; Generative grammar; Automation; Power (physics); Big data; Computer science; Artificial intelligence; Data science; Engineering; Sociology; Data mining; Mechanical engineering; Pedagogy","score_opus":0.027783479557950887,"score_gpt":0.27090463352387895,"score_spread":0.24312115396592807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408380129","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02014552,0.0008000254,0.879168,0.012296925,0.0012288602,0.0006353991,0.000105150655,0.00011317227,0.08550699],"genre_scores_gemma":[0.9969772,0.00001702924,0.00096560933,0.00076873705,0.000024211971,0.000016722182,0.000043430446,0.0000031443838,0.0011839017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911803,0.00003842763,0.00032785806,0.0002514319,0.0001365872,0.00012769274],"domain_scores_gemma":[0.99851656,0.00011780562,0.00015743401,0.0010925223,0.000085528816,0.00003012297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055488496,0.000090248606,0.00012231835,0.000041621475,0.00020882156,0.00024419327,0.00075951155,0.00003341084,0.0000017005055],"category_scores_gemma":[0.000033357173,0.000050981103,0.000027872638,0.00022270944,0.00014805255,0.0009281229,0.00033496492,0.00008295448,0.000005782754],"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":[0.000026354903,0.00011062884,0.0012161864,0.000057809728,0.00034917108,0.00007207745,0.004998797,0.00001868611,0.0002888692,0.18237922,0.058239732,0.7522425],"study_design_scores_gemma":[0.0009718948,0.00015025538,0.023129703,0.00009905715,0.00007035666,0.00045367138,0.00074676046,0.05896393,0.0063844533,0.0505999,0.85794806,0.00048197637],"about_ca_topic_score_codex":0.00004848702,"about_ca_topic_score_gemma":0.00013950621,"teacher_disagreement_score":0.9768317,"about_ca_system_score_codex":0.000013694846,"about_ca_system_score_gemma":0.00019856213,"threshold_uncertainty_score":0.23547614},"labels":[],"label_agreement":null},{"id":"W4409282151","doi":"10.1002/mgr.32597","title":"Donor Surveys Provide Clues to Donor Motivations and Values","year":2025,"lang":"en","type":"article","venue":"˜The œmajor gifts report","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"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":"Psychology","score_opus":0.015621808063684158,"score_gpt":0.2922538827564741,"score_spread":0.27663207469278994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409282151","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":[0.9578074,0.00013295464,0.011419131,0.01172464,0.00034474253,0.0010883542,0.000023758035,0.00017072688,0.017288283],"genre_scores_gemma":[0.9682162,0.000020682324,0.00068249553,0.0014572663,0.0000818088,0.000052523952,0.00009456668,0.000014127479,0.029380322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989269,0.00008343064,0.0003602312,0.0002710638,0.00021170237,0.00014668639],"domain_scores_gemma":[0.99919003,0.00013964885,0.00008315547,0.00031591492,0.00018128866,0.000089937734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007466171,0.0001192872,0.00018362346,0.00016369557,0.00017425534,0.000048314618,0.00006172775,0.0000568719,0.000061245104],"category_scores_gemma":[0.00017722482,0.00008547983,0.000047445745,0.0003666539,0.0000614182,0.00008301857,0.00002569713,0.00011279544,0.000027365413],"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":[0.00014650119,0.00027787418,0.9524388,0.00035067016,0.0003964926,0.00034116308,0.0020062814,0.000013795767,0.009207872,0.002685345,0.011660324,0.020474918],"study_design_scores_gemma":[0.00066921447,0.000053996897,0.9701153,0.000089118636,0.0001663077,0.00022266494,0.00012656141,0.000055910023,0.0035104798,0.0006330875,0.024256745,0.000100630554],"about_ca_topic_score_codex":0.00026250014,"about_ca_topic_score_gemma":0.0006158566,"teacher_disagreement_score":0.020374287,"about_ca_system_score_codex":0.000041302206,"about_ca_system_score_gemma":0.00017469148,"threshold_uncertainty_score":0.3485766},"labels":[],"label_agreement":null},{"id":"W4415996411","doi":"10.1002/mgr.32712","title":"Write Emails Your Donors Want to Read","year":2025,"lang":"en","type":"article","venue":"˜The œmajor gifts report","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"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":"Vice president; Government (linguistics); The Internet; Reading (process)","score_opus":0.016953109307733652,"score_gpt":0.31131714300138624,"score_spread":0.2943640336936526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415996411","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":[0.8144644,0.00016710599,0.0053763944,0.0356312,0.001134598,0.001210905,0.00001818628,0.0002789277,0.14171833],"genre_scores_gemma":[0.91844845,0.000023173057,0.00042400823,0.003226771,0.00011504056,0.000030034655,0.00007215734,0.000015728152,0.07764466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998811,0.000024163011,0.00041153817,0.00026888197,0.00029854444,0.00018589273],"domain_scores_gemma":[0.99916464,0.000038813872,0.00008838392,0.00045782342,0.0001432551,0.000107112224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035108518,0.00012334042,0.00020135142,0.00016029751,0.00010818511,0.000029888757,0.000086509,0.00006716009,0.00030158955],"category_scores_gemma":[0.00005940958,0.000086704604,0.000084953965,0.00040718509,0.000047834063,0.00004885297,0.000021179163,0.0001475668,0.00021565527],"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":[0.0024299251,0.0016445373,0.5391138,0.001636243,0.0024190163,0.019830093,0.013498419,0.00006463229,0.09532516,0.030118728,0.14410403,0.14981541],"study_design_scores_gemma":[0.0021469118,0.00015977882,0.585334,0.00036643483,0.0005967696,0.0023731627,0.0008020633,0.000074626216,0.013166046,0.00094549515,0.39372438,0.0003103384],"about_ca_topic_score_codex":0.00027783713,"about_ca_topic_score_gemma":0.0003695264,"teacher_disagreement_score":0.24962033,"about_ca_system_score_codex":0.000058436406,"about_ca_system_score_gemma":0.0001794038,"threshold_uncertainty_score":0.35357112},"labels":[],"label_agreement":null}]}