{"id":"W4408324316","doi":"10.1002/nvsm.70016","title":"Reimagining Value Through Artification: A Conceptual and Theoretical Framework for Philanthropy and Marketing","year":2025,"lang":"en","type":"article","venue":"Journal of Philanthropy","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Athabasca University","funders":"","keywords":"Value (mathematics); Conceptual framework; Sociology; Marketing; Business; Mathematics; Social science; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007173437,0.000141056,0.000320109,0.0001090576,0.0003208818,0.0001054135,0.0001565338,0.00008729399,0.0002100064],"category_scores_gemma":[0.002017687,0.0001001132,0.0001074161,0.0002195713,0.001744615,0.0001944324,0.0000556023,0.0003353396,0.00000258447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002228848,"about_ca_system_score_gemma":0.00006104896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000134102,"about_ca_topic_score_gemma":1.917607e-7,"domain_scores_codex":[0.9986086,0.0002211125,0.0004762477,0.000267602,0.0002237229,0.0002026932],"domain_scores_gemma":[0.9986671,0.0007182488,0.0002788854,0.0001498715,0.0001000683,0.00008585404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002622987,0.00007116096,0.0005391719,0.00003195297,0.00001618159,0.00001474834,0.001268568,0.000008151924,0.02219392,0.9667937,0.001030748,0.007769383],"study_design_scores_gemma":[0.003300487,0.0006916334,0.003362471,0.001570567,0.0006068198,0.001140144,0.01275425,0.01425367,0.03262736,0.8669929,0.06196762,0.0007320789],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3418939,0.00117734,0.5248324,0.1275666,0.0008765276,0.0003462526,0.00002571636,0.00006212655,0.003219121],"genre_scores_gemma":[0.9793612,0.001600561,0.01675382,0.001972912,0.0002277692,0.000004233676,5.721043e-7,0.00001170794,0.00006719151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6374673,"threshold_uncertainty_score":0.6428106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746381742791045,"score_gpt":0.356366222054917,"score_spread":0.3189024046270065,"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."}}