{"id":"W2149791884","doi":"10.1002/nvsm.367","title":"Initial evidence on whether use of professional fundraising services increases fundraising effectiveness","year":2009,"lang":"en","type":"article","venue":"International Journal of Nonprofit and Voluntary Sector Marketing","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Sample (material); Public relations; Fund raising; Quarter (Canadian coin); Raising (metalworking); Professional services; Marketing; Higher education; Political science; Economics; Economic growth","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":[0.01952192,0.0004832225,0.0007884778,0.001769892,0.0006323381,0.002445729,0.001403018,0.001499654,0.01762852],"category_scores_gemma":[0.1294473,0.0002988464,0.001445913,0.00180265,0.001850413,0.001981444,0.002553017,0.001748676,0.001278337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002332633,"about_ca_system_score_gemma":0.002670896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008251279,"about_ca_topic_score_gemma":0.008646724,"domain_scores_codex":[0.9766474,0.01507031,0.000993969,0.001102072,0.004204515,0.001981816],"domain_scores_gemma":[0.6860174,0.233682,0.05117306,0.008279187,0.01165732,0.009191139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002949058,0.002771034,0.785159,0.002569163,0.001873649,0.0002545404,0.002389855,0.001412067,0.0008708244,0.003655851,0.007548675,0.1885463],"study_design_scores_gemma":[0.0001393441,0.001245172,0.9871281,0.0008206743,0.0006076744,0.0001065044,0.001653877,0.0006439842,0.0006705521,0.0008566768,0.006107514,0.0000197365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9285639,0.01023601,0.001051742,0.009522476,0.0001861137,0.0002051167,0.001081485,0.00008216841,0.04907106],"genre_scores_gemma":[0.9956188,0.001478798,0.0006489333,0.0005805036,0.0001441544,0.00005601909,0.0001766294,0.00001274617,0.001283415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01952192,"threshold_uncertainty_score":0.1032431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05731859667138998,"score_gpt":0.3669379377596999,"score_spread":0.3096193410883099,"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."}}