{"id":"W4247836599","doi":"10.1002/pf.57","title":"Fundraising credentialing","year":2004,"lang":"en","type":"article","venue":"New Directions for Philanthropic Fundraising","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Credentialing; Licensure; Certification; Business; Value (mathematics); Accounting; Management; Political science; Law; Computer science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003227166,0.00017557,0.0002192933,0.0002046259,0.002723758,0.0003113282,0.0002053848,0.0001388989,0.0002552252],"category_scores_gemma":[0.0003214633,0.0002031757,0.0001972397,0.0005089108,0.000221303,0.0006007556,0.00003339232,0.0001692069,0.00003896187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003981449,"about_ca_system_score_gemma":0.0004075565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02114093,"about_ca_topic_score_gemma":0.01098457,"domain_scores_codex":[0.998373,0.00004432275,0.0002881122,0.0003789513,0.0003085851,0.0006070488],"domain_scores_gemma":[0.9991958,0.0001628986,0.00009475312,0.0002136942,0.000103269,0.0002295558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001728357,0.0005490003,0.009192018,0.0002548365,0.0004381897,0.00003716914,0.08616709,0.002489398,0.03817592,0.7181088,0.005330475,0.1390843],"study_design_scores_gemma":[0.002459817,0.0001505168,0.002967548,0.0004221211,0.0001445237,0.00002995816,0.007995892,0.0000437307,0.006673851,0.04923661,0.9289791,0.000896307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2763596,0.002962886,0.5347769,0.01018765,0.01890441,0.001769017,0.00003198252,0.002259881,0.1527478],"genre_scores_gemma":[0.9848032,0.0001707049,0.009114988,0.0001218654,0.003459628,0.00002228886,0.00001004114,0.00004710552,0.002250183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9236487,"threshold_uncertainty_score":0.9985746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05659110308401641,"score_gpt":0.3648406178865209,"score_spread":0.3082495148025045,"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."}}