{"id":"W4321210069","doi":"10.2139/ssrn.4359359","title":"Social Enterprises and Certified B Corporations in Hong Kong: Development, Key Lessons Learnt and Ways Forward","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Prosperity; Corporation; Mainstream; Certification; Public relations; Business; Social enterprise; Business model; Social entrepreneurship; Quality (philosophy); Marketing; Political science; Management; Economic growth; Economics; Finance; Entrepreneurship","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":[0.0007372093,0.000270802,0.0001534348,0.001110568,0.000848335,0.002106958,0.0004647875,0.0003225524,0.003236939],"category_scores_gemma":[0.001129221,0.0001708832,0.0002175664,0.002130709,0.001180748,0.001961855,0.001176182,0.000526321,0.0001522879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006126534,"about_ca_system_score_gemma":0.01187915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5483381,"about_ca_topic_score_gemma":0.638519,"domain_scores_codex":[0.9996032,0.0001018124,0.00002393088,0.00004658224,0.00004126982,0.0001832641],"domain_scores_gemma":[0.9975624,0.000449272,0.0005363228,0.00008578628,0.0005647765,0.00080148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117239,0.0002415721,0.9354462,0.0002204465,0.00008119587,0.001784097,0.01051062,0.000428562,0.000502235,0.01115617,0.001880753,0.03763096],"study_design_scores_gemma":[0.000008458131,0.0001494248,0.9398911,0.0002292941,0.00004125473,0.0001269197,0.04895135,0.0004650092,0.0002748958,0.0004465844,0.009400393,0.00001540003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887322,0.003029983,0.0001078128,0.001765071,0.00003047361,0.00002503265,0.0002459901,0.00000477115,0.006058567],"genre_scores_gemma":[0.9923887,0.00290608,0.0001668775,0.0001586356,0.00001029932,0.000008455816,0.00014043,0.000001184951,0.004219371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5483381,"threshold_uncertainty_score":0.9086436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03871372812188516,"score_gpt":0.2475233308234875,"score_spread":0.2088096027016023,"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."}}