{"id":"W4210322594","doi":"10.21810/jicw.v4i3.4163","title":"Great Leadership is Timeless","year":2022,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Military History and Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Timeless; Presentation (obstetrics); Management; Period (music); Political science; History; Public administration; Public relations; Psychology; Art; Medicine; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003838492,0.0004497397,0.0004853564,0.0005420251,0.008974854,0.00791247,0.0006695527,0.001997215,0.01957093],"category_scores_gemma":[0.009609216,0.000281747,0.0002728546,0.0003899643,0.008732141,0.004621875,0.004859866,0.008128745,0.004180253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004141136,"about_ca_system_score_gemma":0.007575883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006136376,"about_ca_topic_score_gemma":0.02517272,"domain_scores_codex":[0.9964333,0.001288081,0.00006245493,0.0002863796,0.000972198,0.0009575647],"domain_scores_gemma":[0.9924034,0.0009080764,0.0003715623,0.0001975077,0.0009877401,0.005131777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005105936,0.00004919874,0.001575124,0.0001339248,0.00001541944,0.0003671439,0.01967207,0.00002994946,0.0004900886,0.03461459,0.8587038,0.08429761],"study_design_scores_gemma":[0.000008404518,0.00005663003,0.001667283,0.0002423559,0.00000418974,0.0004250077,0.01760283,0.00001759091,0.0001441893,0.007913274,0.9719043,0.0000139824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02374738,0.03393508,0.001555626,0.6635138,0.04171075,0.00003754419,0.0001013014,0.0002575375,0.235141],"genre_scores_gemma":[0.4120683,0.02221711,0.001271649,0.2344019,0.01105554,0.00005204641,0.0001667316,0.0002734297,0.3184933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01957093,"threshold_uncertainty_score":0.06547123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1470236492108686,"score_gpt":0.32511284415907,"score_spread":0.1780891949482014,"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."}}