{"id":"W4296616755","doi":"10.1017/beq.2022.20","title":"The Role of Deliberative Mini-Publics in Improving the Deliberative Capacity of Multi-Stakeholder Initiatives","year":2022,"lang":"en","type":"article","venue":"Business Ethics Quarterly","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Victoria","funders":"University of Victoria","keywords":"Conceptualization; Publics; Corporate governance; Political science; Stakeholder; Public relations; Deliberative democracy; Polity; Civil society; Sociology; Public administration; Management; Economics; Law; Politics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1573296,0.001135055,0.0008571151,0.004296115,0.01276979,0.0146053,0.00359223,0.004994992,0.01418634],"category_scores_gemma":[0.2122628,0.001112338,0.001048841,0.00266942,0.03463577,0.03115767,0.03592198,0.006442209,0.002148522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007123549,"about_ca_system_score_gemma":0.01422616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001743599,"about_ca_topic_score_gemma":0.002900874,"domain_scores_codex":[0.8243567,0.1559917,0.002597102,0.005657183,0.006357207,0.005039989],"domain_scores_gemma":[0.5928755,0.3344389,0.01581635,0.03628162,0.009414215,0.01117347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003714057,0.0004638645,0.009030504,0.001030767,0.00009984185,0.0003524726,0.1200939,0.005418917,0.002770666,0.6740915,0.006902676,0.1793736],"study_design_scores_gemma":[0.000227433,0.0005835198,0.004534545,0.00138788,0.00009273294,0.0002692954,0.04163775,0.01107673,0.004054515,0.7553638,0.1806117,0.0001601385],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2050726,0.002860814,0.4588892,0.07617923,0.0009417154,0.002299889,0.0001884699,0.001257379,0.2523107],"genre_scores_gemma":[0.9374474,0.0004752896,0.05372657,0.002096704,0.0002055093,0.001261368,0.00006704305,0.000173598,0.004546546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1573296,"threshold_uncertainty_score":0.8320484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043048008649893,"score_gpt":0.2872697813252834,"score_spread":0.1829649804602941,"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."}}