{"id":"W4377992462","doi":"10.1007/978-3-030-22767-8_1324","title":"Universities and Corporate Social Responsibility","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University","funders":"","keywords":"Corporate social responsibility; Business; Social responsibility; Political science; Public relations","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001240554,0.0006612713,0.0003015999,0.001171668,0.003220425,0.008121454,0.0006097261,0.003210283,0.01539798],"category_scores_gemma":[0.001656023,0.0002353552,0.0002041891,0.001939361,0.006978059,0.004088093,0.002686544,0.002902207,0.003098106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007121394,"about_ca_system_score_gemma":0.005813885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009633456,"about_ca_topic_score_gemma":0.0181848,"domain_scores_codex":[0.9990295,0.0004647163,0.00001929066,0.00007504394,0.0002787168,0.0001327621],"domain_scores_gemma":[0.9994048,0.0002836586,0.00004161341,0.00007105518,0.0001163597,0.00008251338],"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":[0.000001418921,0.00001089766,0.00003782294,0.00001295276,7.673852e-7,0.00001119998,0.0007518959,0.0001480776,0.00001977897,0.9641688,0.02497275,0.009863622],"study_design_scores_gemma":[0.000002443798,0.000006309943,0.0002467195,0.0001011257,0.000001560207,0.00002962674,0.001017628,0.0002236012,0.00007672406,0.501906,0.4963834,0.000004909134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001140707,0.007997052,0.001041381,0.00695123,0.0004264333,0.00001132514,0.00001020275,0.00001951996,0.9824023],"genre_scores_gemma":[0.1014258,0.006969037,0.0006287059,0.002758562,0.0005572332,0.00004961679,0.00002371951,0.0000429774,0.8875444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01539798,"threshold_uncertainty_score":0.0516696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06842954385325394,"score_gpt":0.3123441036902397,"score_spread":0.2439145598369858,"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."}}