{"id":"W2788962555","doi":"10.3390/su10020567","title":"Sustainability, Transformational Leadership, and Social Entrepreneurship","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transformational leadership; Sustainability; Entrepreneurship; Globe; Social entrepreneurship; Social sustainability; Sustainability organizations; Leadership style; Political science; Sociology; Public relations; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007324575,0.0002357554,0.0002426286,0.0001409551,0.0007935044,0.0002939096,0.0002365814,0.00009867438,0.0003345711],"category_scores_gemma":[0.0008794532,0.0002155203,0.0001072363,0.0003843834,0.001087009,0.001357698,0.0002220608,0.0001634292,0.00003710444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002598097,"about_ca_system_score_gemma":0.0001272009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00039463,"about_ca_topic_score_gemma":0.0001950238,"domain_scores_codex":[0.9981788,0.00004065112,0.0003468159,0.0005023509,0.0003139616,0.0006174381],"domain_scores_gemma":[0.9977149,0.00008795743,0.0001203722,0.0002452097,0.001810783,0.00002082664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001976087,0.0001731308,0.7702751,0.001671315,0.0000351575,0.000006128666,0.003503514,0.000006061345,0.000008252133,0.1827725,0.002925821,0.0384255],"study_design_scores_gemma":[0.0008195212,0.00006476737,0.5951461,0.00001386535,0.00007478786,0.000003083077,0.02706942,0.0001785364,0.00005811263,0.2651049,0.1109377,0.0005292069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9279585,0.0001159077,0.00009355569,0.06558206,0.0002147125,0.000606678,0.000003786308,0.0002131133,0.005211647],"genre_scores_gemma":[0.9960597,0.000002971886,0.00001332356,0.002330783,0.001316645,0.00004186605,0.00001164325,0.00001491337,0.0002081813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.175129,"threshold_uncertainty_score":0.8788661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671520638868085,"score_gpt":0.2629660323217097,"score_spread":0.2362508259330288,"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."}}