{"id":"W4234163777","doi":"10.32920/ryerson.14646363","title":"Effective communications and individual donors: a case study","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Appeal; Pathos; Persuasion; Ethos; Appeal to emotion; Rhetorical question; Rhetoric; Public relations; Personality; Psychology; Political science; Social psychology; Advertising; Sociology; Law; 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":[0.01198944,0.0006920861,0.0005659833,0.00310469,0.02062179,0.006650638,0.002348189,0.006274952,0.008162176],"category_scores_gemma":[0.02328284,0.0004857849,0.0006923685,0.003170206,0.008800708,0.004522155,0.007365341,0.005313491,0.0007656384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008362905,"about_ca_system_score_gemma":0.007714952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00729034,"about_ca_topic_score_gemma":0.0162993,"domain_scores_codex":[0.9851927,0.01105445,0.0003377897,0.0004978882,0.001156884,0.001760316],"domain_scores_gemma":[0.9770658,0.01616076,0.002147125,0.0006779593,0.001132148,0.002816258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001592666,0.001381931,0.01634292,0.0007413829,0.00003531746,0.09834817,0.7638379,0.0003611481,0.0004592499,0.04791791,0.01452406,0.05589067],"study_design_scores_gemma":[0.00003227081,0.0002849789,0.003491343,0.0009097649,0.00003786433,0.03476645,0.8293781,0.0004961718,0.0005684085,0.005688683,0.1242988,0.00004724049],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.904249,0.0047012,0.0036423,0.02008755,0.000517874,0.0004614257,0.0001085887,0.00004324654,0.06618886],"genre_scores_gemma":[0.970481,0.004275852,0.003889244,0.002966415,0.0002237574,0.0003181171,0.00004452631,0.00003139416,0.0177696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02062179,"threshold_uncertainty_score":0.06340694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09299223838030778,"score_gpt":0.39649881331323,"score_spread":0.3035065749329222,"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."}}