{"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,"ca_institutions":"","funders":"","keywords":"Citation; Advertising; Computer science; World Wide Web; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01232041,0.0006889448,0.0007382294,0.001909552,0.009376973,0.01361587,0.001546121,0.004356153,0.06714241],"category_scores_gemma":[0.03743834,0.0004810042,0.0007040117,0.001514274,0.003583641,0.01181722,0.009477764,0.00823331,0.01912415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003439741,"about_ca_system_score_gemma":0.01536316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006846812,"about_ca_topic_score_gemma":0.01316866,"domain_scores_codex":[0.9916283,0.002804334,0.0002736376,0.0007298142,0.002236704,0.002327278],"domain_scores_gemma":[0.939976,0.00540894,0.002421064,0.002339644,0.01200809,0.03784625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003617797,0.0000515538,0.00355098,0.00008088892,0.000009942807,0.0001595208,0.001378694,0.00002348575,0.00015742,0.006169212,0.941557,0.04682522],"study_design_scores_gemma":[0.00002446584,0.00005815901,0.002337136,0.0003206045,0.00001075359,0.0004362484,0.00679879,0.00007700396,0.000231446,0.008877075,0.9807875,0.0000407458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01566561,0.01085874,0.00463151,0.827036,0.02183519,0.0001298892,0.0008244855,0.001226477,0.1177921],"genre_scores_gemma":[0.1507902,0.01005396,0.008618778,0.5305682,0.008444972,0.0004045342,0.001332755,0.001064328,0.2887222],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06714241,"threshold_uncertainty_score":0.2246137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03201765615644713,"score_gpt":0.3205812046719277,"score_spread":0.2885635485154806,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}