{"id":"W2001796179","doi":"10.5539/hes.v1n1p46","title":"A Study of Innovative Entrepreneurial Talents of Business and Management: Knowledge, Ability and Quality Structure","year":2011,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Business; Knowledge management; Entrepreneurship; Business management; Business administration; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001741624,0.0001623272,0.0003501362,0.0001604188,0.0001123743,0.00002001889,0.0001000139,0.0000267782,0.0000492288],"category_scores_gemma":[0.0000495267,0.0001296634,0.0000168855,0.0007136854,0.0002586006,0.0003528833,0.0003860475,0.00004343121,0.000001368085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000935003,"about_ca_system_score_gemma":0.00001031102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005731962,"about_ca_topic_score_gemma":0.0001672133,"domain_scores_codex":[0.9989594,0.00003154455,0.000429755,0.0003189914,0.0001457285,0.0001145314],"domain_scores_gemma":[0.99821,0.00004921376,0.0004027408,0.0002073819,0.001123481,0.00000722303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006766719,0.0008334421,0.9765965,0.00109152,0.0002718947,2.267918e-7,0.004597747,3.691541e-7,0.00004895631,0.01353513,0.000344824,0.002611744],"study_design_scores_gemma":[0.0005806859,0.00002491098,0.9755537,0.00007214119,0.00009355818,1.183873e-7,0.02065094,8.130802e-8,0.00005071743,0.001828026,0.001029575,0.000115531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921364,0.002293594,3.823637e-7,0.00007024997,0.0008314232,0.0003936872,0.000004063249,0.00001802349,0.004252205],"genre_scores_gemma":[0.9992226,0.000276772,0.0000571004,0.00007022017,0.0001676332,0.00003927334,0.00000273888,0.000007113892,0.0001565736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01605319,"threshold_uncertainty_score":0.528752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09201087307501551,"score_gpt":0.3397945323879493,"score_spread":0.2477836593129338,"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."}}