{"id":"W4247298675","doi":"10.32920/ryerson.14641767","title":"From Philanthropic Strategy to Strategic Philanthropy: Selected Canadian Case Studies","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":"Obligation; Donation; Nonprofit sector; Corporate social responsibility; Strategic management; Government (linguistics); Social responsibility; Political science; Social contract; Public relations; Management; Public administration; Economics; Law; Politics","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":[0.002961588,0.0006904425,0.0006206317,0.003997936,0.02024414,0.004068255,0.002246219,0.001944551,0.005832574],"category_scores_gemma":[0.007264108,0.0003576204,0.0004467334,0.01542175,0.004321611,0.001996164,0.00322868,0.001930777,0.0004476291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1019067,"about_ca_system_score_gemma":0.0590024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9686978,"about_ca_topic_score_gemma":0.9877215,"domain_scores_codex":[0.9962692,0.00143091,0.0001072533,0.0001851217,0.0006964686,0.00131101],"domain_scores_gemma":[0.9966018,0.001197647,0.0002669426,0.0001709802,0.001039908,0.000722738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000781235,0.002428322,0.04855557,0.001927171,0.00006841013,0.01916211,0.5132858,0.003521248,0.001525671,0.2075232,0.05550262,0.1457187],"study_design_scores_gemma":[0.000189484,0.0002614443,0.05612715,0.001000988,0.00007225775,0.002651011,0.647315,0.001316262,0.0007965519,0.00707745,0.2830704,0.0001219577],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7734675,0.007170681,0.001521671,0.005866596,0.00009377656,0.0009267249,0.001017114,0.00003270638,0.2099033],"genre_scores_gemma":[0.9521416,0.0123822,0.00294415,0.0008117149,0.00001903658,0.000329345,0.0004011436,0.00003860134,0.03093213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1019067,"threshold_uncertainty_score":0.7393885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283327276723239,"score_gpt":0.3976445612400086,"score_spread":0.2693118335676847,"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."}}