{"id":"W2976604572","doi":"","title":"Mission Possible?: Funding and Accountability in Benefit Corporations","year":2018,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shareholder; Corporate social responsibility; Accountability; Corporation; Transparency (behavior); Certification; Legislation; Dominance (genetics); Stakeholder; Order (exchange); Capitalism; Corporate governance; Business; Political science; Public relations; Economics; Management; Law; Finance; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003335646,0.0001574269,0.0002521447,0.0002624221,0.0002600608,0.001156275,0.0002430041,0.0001255058,0.0007994546],"category_scores_gemma":[0.0002475989,0.0001776706,0.0000564337,0.0005166818,0.0001183809,0.003634478,0.0002261675,0.0002682176,0.001138248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007114524,"about_ca_system_score_gemma":0.00003779445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005210983,"about_ca_topic_score_gemma":0.00004220487,"domain_scores_codex":[0.998874,0.00001605882,0.0004817961,0.0002812789,0.00004574632,0.0003010832],"domain_scores_gemma":[0.9993252,0.0000908906,0.0001488726,0.0002459527,0.00001795653,0.0001711099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002998815,0.0000810217,0.9701793,0.00001140761,0.000008633031,0.000001379712,0.0002737661,3.426044e-7,0.000007339414,0.02584191,0.0002839736,0.003280951],"study_design_scores_gemma":[0.0003944502,0.00005264392,0.6983744,0.00004282412,0.000001539769,0.000001988092,0.0001316316,0.0001298444,0.0000916889,0.2562353,0.0442347,0.0003089496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280401,0.000223914,0.00005190242,0.0007252073,0.00009998694,0.0001453915,0.0008182722,0.00008956085,0.06980564],"genre_scores_gemma":[0.9978345,0.00003111953,0.0003770794,0.0002606489,0.00008384078,0.000004004584,0.0002017931,0.0000265594,0.001180432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2718049,"threshold_uncertainty_score":0.9998806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0558110047349696,"score_gpt":0.2508650570185059,"score_spread":0.1950540522835363,"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."}}