{"id":"W2918249602","doi":"10.70658/4486-1457.1451","title":"Social Enterprise Law in Action: Organizational Characteristics of U.S. Benefit Corporations","year":2018,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; University of Toronto Mississauga; University of Denver","keywords":"Corporation; Shareholder; Corporate law; Legislation; Statute; Limited liability; Business; Politics; Law and economics; Corporate governance; Law; Economics; Finance; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003046461,0.00008983385,0.0001951541,0.00004143962,0.0007282327,0.0001039199,0.0001909899,0.0001301426,0.0009709303],"category_scores_gemma":[0.000144394,0.00009694405,0.00003926042,0.0004843796,0.0004866275,0.0004299451,0.00003791221,0.0001210355,0.0001664803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001095304,"about_ca_system_score_gemma":0.0002490612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02313154,"about_ca_topic_score_gemma":0.103314,"domain_scores_codex":[0.9988387,0.0000706977,0.0003449783,0.0001751041,0.0003633547,0.0002071421],"domain_scores_gemma":[0.9991013,0.00004306426,0.0002120353,0.0000944956,0.0004540532,0.00009504527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001766857,0.00007854911,0.01858514,0.00001744263,0.000009793202,0.00000161229,0.002695178,4.430197e-7,0.0003778177,0.9772767,0.000710198,0.0002293981],"study_design_scores_gemma":[0.001139096,0.0001970265,0.1154117,0.0001858247,0.00005064732,0.000002888493,0.002961825,0.00002211764,0.002463664,0.1054752,0.77142,0.0006699457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7836701,0.00007465654,0.0002574218,0.002782136,0.001334142,0.0004103102,0.00009082387,0.0001206235,0.2112598],"genre_scores_gemma":[0.995945,0.00001535486,0.00008073161,0.000422626,0.002272654,0.000009815097,0.00002460036,0.00001240003,0.001216848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8718015,"threshold_uncertainty_score":0.9999423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02400868845019108,"score_gpt":0.2948512677926852,"score_spread":0.2708425793424941,"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."}}