{"id":"W3007536484","doi":"10.26140/anip-2019-0802-0042","title":"LEADERSHIP POTENTIAL OF MANAGERS","year":2019,"lang":"en","type":"article","venue":"AZIMUTH OF SCIENTIFIC RESEARCH PEDAGOGY AND PSYCHOLOGY","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Business; Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002918505,0.0001252843,0.0002634488,0.00130399,0.0002068365,0.0001342933,0.0005377728,0.0001060312,0.002209467],"category_scores_gemma":[0.00006386987,0.0001156346,0.0000861028,0.0008190388,0.001278963,0.0003850754,0.0003181746,0.000269502,0.0007936233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000595316,"about_ca_system_score_gemma":0.00002548262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001102382,"about_ca_topic_score_gemma":0.00003582991,"domain_scores_codex":[0.9978282,0.00006967792,0.0003528987,0.000565123,0.0006371727,0.0005469586],"domain_scores_gemma":[0.9988595,0.00007744991,0.0001706453,0.0005785486,0.0002879613,0.00002592759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001634573,0.001775453,0.2383538,0.007291126,0.000532687,0.000162278,0.002061348,0.0002194945,0.06316395,0.373099,0.1898966,0.1218096],"study_design_scores_gemma":[0.004210161,0.000365446,0.3189245,0.0002397374,0.0001012595,0.00001228692,0.01112888,0.00130722,0.0005467685,0.02613669,0.6364045,0.0006225837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9012671,0.0003275958,0.00004350573,0.00210645,0.0006597484,0.0003742212,0.000002401041,0.00002027057,0.09519877],"genre_scores_gemma":[0.9874306,0.00002797795,0.00003103709,0.0003640882,0.0001603081,0.000007870081,0.00001896471,0.00001430728,0.01194488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4465079,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1796716390190127,"score_gpt":0.4067345182523459,"score_spread":0.2270628792333332,"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."}}