{"id":"W7070365608","doi":"","title":"Ownership transformation and firm
\\nperformance in the successor states of the
\\nformer Yugoslavia","year":2016,"lang":"en","type":"dissertation","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford; York University","keywords":"Successor cardinal; Empirical research; Context (archaeology); Variety (cybernetics); Frontier; Politics; Panel data; Set (abstract data type); Consolidation (business); Imputation (statistics)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004014326,0.0005636806,0.0004759411,0.0003352109,0.0004704563,0.00006944758,0.001146895,0.000616089,0.00001229668],"category_scores_gemma":[0.0000845313,0.0003662936,0.0002909318,0.0005253577,0.0002971451,0.00009931999,0.0001332115,0.0006056507,0.000002130289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039877,"about_ca_system_score_gemma":0.0004108631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003325938,"about_ca_topic_score_gemma":0.00548088,"domain_scores_codex":[0.997414,0.0002394426,0.0007756765,0.0004646713,0.0005892506,0.0005169815],"domain_scores_gemma":[0.9978224,0.00008265051,0.0008916401,0.0008315805,0.0002716888,0.0001000131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02188559,0.005322731,0.4880835,0.02956795,0.004234225,0.0003332242,0.1275141,0.004247334,0.1054513,0.01172304,0.01383901,0.1877979],"study_design_scores_gemma":[0.01252041,0.004479963,0.2602206,0.005796298,0.001585853,0.000381751,0.09723539,0.004773933,0.09922488,0.0006302685,0.5075502,0.005600397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751486,0.0003850925,0.0000847238,0.0002967327,0.0005252105,0.0008293398,0.0002708184,0.00002972801,0.02242975],"genre_scores_gemma":[0.9792683,0.001175716,0.0001498633,0.00007763452,0.0002031411,0.00000780895,0.002017832,0.00006018917,0.01703952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4937112,"threshold_uncertainty_score":0.9998789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004744935439778682,"score_gpt":0.2206355455046937,"score_spread":0.215890610064915,"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."}}