{"id":"W2769204587","doi":"10.2139/ssrn.3061505","title":"Dynamic Leadership Models for Global Business (Presentation Slides)","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Arthritis Patient Alliance","funders":"","keywords":"Presentation (obstetrics); Computer science; Business; Management; Economics; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005260773,0.0003179811,0.0002046163,0.0004115349,0.0007388371,0.002960713,0.0005155327,0.0009496445,0.06126215],"category_scores_gemma":[0.000870411,0.0001739071,0.000377206,0.0006175104,0.0009517614,0.002812593,0.000814284,0.001356448,0.00582405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583242,"about_ca_system_score_gemma":0.000936551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00217254,"about_ca_topic_score_gemma":0.006196979,"domain_scores_codex":[0.9998877,0.00004416756,0.000003819426,0.00001387337,0.00003173273,0.00001869436],"domain_scores_gemma":[0.9997465,0.00009906663,0.00001785898,0.00001747315,0.00005152303,0.00006756575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000461262,0.00009213999,0.0003426349,0.0001770564,0.00001300052,0.0001178442,0.000545957,0.004452036,0.0007188244,0.6391434,0.2452876,0.1090634],"study_design_scores_gemma":[0.00002615419,0.00008921351,0.001242175,0.0002688489,0.00001472775,0.0001148381,0.001005375,0.008157291,0.000215653,0.6158596,0.372987,0.00001920872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01620918,0.04876859,0.08553684,0.1020154,0.01240931,0.0001310805,0.0004240112,0.001018835,0.7334868],"genre_scores_gemma":[0.4712809,0.04276444,0.028614,0.004373627,0.006315848,0.0003159399,0.0005356534,0.0002592346,0.4455403],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06126215,"threshold_uncertainty_score":0.2049423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02634024200051606,"score_gpt":0.2398339063865528,"score_spread":0.2134936643860367,"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."}}