{"id":"W2068780310","doi":"10.5539/ass.v5n12p65","title":"Giving Something Back: Alumni Donation to Educational Universities in Taiwan","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Donation; Revenue; Government (linguistics); Higher education; Business; Public relations; Marketing; Political science; Economic growth; Economics; Accounting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0019136,0.0001253645,0.0001253204,0.0008567194,0.001173456,0.001076509,0.0003002068,0.0004439028,0.001396773],"category_scores_gemma":[0.00587598,0.0001332458,0.0000980304,0.0007977784,0.0006908426,0.0005311093,0.0009144281,0.0005308254,0.0001381728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007781594,"about_ca_system_score_gemma":0.001522706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006498461,"about_ca_topic_score_gemma":0.01245417,"domain_scores_codex":[0.9990146,0.0004665787,0.00006097483,0.00004551686,0.0001438109,0.0002684876],"domain_scores_gemma":[0.9967144,0.0005882625,0.001256915,0.0000954344,0.000289014,0.001056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001732028,0.0003877561,0.9083239,0.0001612099,0.00003471601,0.001575029,0.0286062,0.0002327565,0.00168502,0.0008859909,0.003301838,0.05463242],"study_design_scores_gemma":[0.00001805229,0.0003431659,0.929657,0.00009759961,0.00002578869,0.0005558415,0.06279255,0.0005201236,0.0005357617,0.0003006996,0.005127765,0.0000257019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988388,0.0001078562,0.00003387302,0.0003469988,0.000007137965,0.000009002528,0.000007342795,0.000001369182,0.0006475836],"genre_scores_gemma":[0.9992754,0.0001468953,0.0000431819,0.00007714822,0.000006412286,0.000004148217,0.00001080034,5.623652e-7,0.0004355494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006498461,"threshold_uncertainty_score":0.01292127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839518878479837,"score_gpt":0.332186707269992,"score_spread":0.3137915184851936,"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."}}