{"id":"W4388459842","doi":"10.1002/bsd2.315","title":"Assessing the impact of the sustainable development goals on corporate philanthropy: A study of Canada's leading private sector companies","year":2023,"lang":"en","type":"article","venue":"Business Strategy & Development","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainable development; Corporate social responsibility; Business; Private sector; Transparency (behavior); Corporate governance; Accounting; Economic growth; Economics; Public economics; Finance; Political science; Public relations; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002043052,0.0004264527,0.0006320083,0.0003127932,0.001189401,0.0004421405,0.0006610792,0.00006960748,0.00004748547],"category_scores_gemma":[0.0005968796,0.0002624002,0.00009356986,0.004142447,0.0001543553,0.0005567662,0.0006630385,0.0002325042,0.00001052808],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007087028,"about_ca_system_score_gemma":0.006002601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0791013,"about_ca_topic_score_gemma":0.06809814,"domain_scores_codex":[0.9962707,0.0000961539,0.001293934,0.000471527,0.001111299,0.000756397],"domain_scores_gemma":[0.9955944,0.000202456,0.002323931,0.0005309763,0.001320352,0.00002786887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003039771,0.001129667,0.9094778,0.001389048,0.0009154495,0.0003079717,0.004297361,0.06507702,0.004610821,0.002476386,0.001771114,0.008243367],"study_design_scores_gemma":[0.0004474821,0.00001753518,0.982035,0.0002167931,0.00003965804,0.000001924519,0.01450079,0.0003957717,0.001024439,0.0005027849,0.0004997611,0.0003180483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966541,0.00001622447,0.00002411331,0.0002472529,0.0002645112,0.001286107,0.000001702594,0.000097114,0.00140888],"genre_scores_gemma":[0.9991199,0.000001538387,0.00003456818,0.00005218454,0.0001083487,0.00006928017,0.00001954668,0.00005156655,0.000543108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0725572,"threshold_uncertainty_score":0.9999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0720836910815442,"score_gpt":0.3058282568249931,"score_spread":0.2337445657434489,"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."}}