{"id":"W2236134709","doi":"10.1177/2158244015614606","title":"A Scoping Review of Accountability in Social Entrepreneurship","year":2015,"lang":"en","type":"review","venue":"SAGE Open","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Accountability; Relevance (law); Entrepreneurship; Context (archaeology); Social entrepreneurship; Quality (philosophy); Public relations; Sociology; Qualitative research; Outcome (game theory); Social accounting; Knowledge management; Management science; Political science; Social science; Epistemology; Management; Engineering; Economics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002303412,0.0004134833,0.002754963,0.0001828382,0.0001025708,0.000276224,0.001525011,0.0001568317,0.000720294],"category_scores_gemma":[0.0005282814,0.0003315585,0.0003644735,0.001047673,0.00009848493,0.001019392,0.00201217,0.0002834552,0.0001877762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008743761,"about_ca_system_score_gemma":0.000266311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015416,"about_ca_topic_score_gemma":0.0005905493,"domain_scores_codex":[0.9972649,0.0001172494,0.001240934,0.0006242546,0.0003863716,0.0003663383],"domain_scores_gemma":[0.9979938,0.0001162096,0.001186277,0.0005093052,0.0001805528,0.00001380649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005429737,0.00005149405,0.0008685644,0.4081744,0.00002767208,0.000005062184,0.00002470986,5.580434e-8,8.60983e-9,0.0001762785,0.001913442,0.5887529],"study_design_scores_gemma":[0.0001282041,0.00000315723,0.00003831468,0.486224,0.0002554247,5.782903e-7,0.00003554249,9.399857e-8,2.95425e-8,0.0002129857,0.512868,0.0002336167],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008248941,0.9597772,2.32647e-7,0.0001308283,0.0002362895,0.003436464,0.00001464647,0.00002380796,0.03637227],"genre_scores_gemma":[0.00001003528,0.9980456,0.00001192102,0.0007594035,0.00062159,0.0003429674,0.00006989513,0.00003649609,0.0001020825],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5885193,"threshold_uncertainty_score":0.9999136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.164261949018052,"score_gpt":0.4132274401707915,"score_spread":0.2489654911527395,"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."}}