{"id":"W4413536026","doi":"10.64628/aam.5cnept3vf","title":"Ready for the next step in your career? Here’s how to get ready for your first leadership position","year":2024,"lang":"en","type":"article","venue":"","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Mount Royal University","funders":"","keywords":"Position (finance); Management; Computer science; Business; Economics; Finance","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005498802,0.000239499,0.0001975618,0.0003417752,0.00027168,0.001558964,0.0003712242,0.00007679238,0.0001402061],"category_scores_gemma":[0.000067557,0.0001747964,0.0001360531,0.00034975,0.00002333034,0.0007599331,0.000140139,0.0001154087,0.0003450207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008311371,"about_ca_system_score_gemma":0.00001121697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005808925,"about_ca_topic_score_gemma":0.003382888,"domain_scores_codex":[0.9985234,0.000007481,0.0002486338,0.0004524391,0.0002538236,0.0005142229],"domain_scores_gemma":[0.9993373,0.0001472378,0.0000639979,0.0003312287,0.0001002681,0.00001993154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002755264,0.0001730542,0.002075378,0.003656377,0.000249538,0.00004133338,0.001126085,0.0008218953,0.0001226547,0.1502112,0.7980742,0.04317271],"study_design_scores_gemma":[0.0006213656,0.00005705482,0.001623593,0.0002026287,0.0001567572,9.228375e-7,0.01303308,0.025785,0.00001338552,0.0006978432,0.9574891,0.0003192244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2279457,0.00384631,0.08720241,0.5441288,0.004648466,0.02178426,0.0001889513,0.002226196,0.1080289],"genre_scores_gemma":[0.9613246,0.00001312907,0.000292572,0.008117705,0.002289494,0.0008054498,0.0002422318,0.00007695607,0.02683785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7333789,"threshold_uncertainty_score":0.9994775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1947150250683523,"score_gpt":0.2943021506279672,"score_spread":0.09958712555961488,"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."}}