{"id":"W4220755365","doi":"10.21810/jicw.v4i3.4207","title":"Leadership, Intelligence Management, and Complex Crises","year":2022,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Key (lock); Political science; Management; Period (music); Public relations; Computer science; Computer security; Medicine; Economics; Art; Aesthetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001375437,0.0002727482,0.0001898396,0.0005565303,0.004388918,0.00593394,0.0002523402,0.002144769,0.01500349],"category_scores_gemma":[0.003320319,0.0001501153,0.000135587,0.000593647,0.003921661,0.002179974,0.002004343,0.004004816,0.0008888436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003996826,"about_ca_system_score_gemma":0.003264694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229153,"about_ca_topic_score_gemma":0.04106359,"domain_scores_codex":[0.9988808,0.000496664,0.00002998128,0.00005551448,0.0002423717,0.0002946586],"domain_scores_gemma":[0.9987,0.0004323043,0.0001463301,0.0000226864,0.0001556757,0.0005429371],"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":[0.0001219132,0.0001545273,0.005052075,0.0001730378,0.00001217677,0.0006383897,0.01236785,0.000349095,0.0001814531,0.1369821,0.7374833,0.1064841],"study_design_scores_gemma":[0.00002216686,0.00006228475,0.00932693,0.000312152,0.000002889881,0.0002327761,0.01652614,0.0001719916,0.00005661332,0.02829421,0.9449698,0.00002211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01817552,0.07206783,0.0003616161,0.6339602,0.008395548,0.00003766255,0.00004783985,0.00002809972,0.2669256],"genre_scores_gemma":[0.5746673,0.08174326,0.0005902977,0.09185323,0.01059613,0.00009908652,0.000115416,0.00003599167,0.2402993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01500349,"threshold_uncertainty_score":0.0501917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1500384772895512,"score_gpt":0.2948886454916125,"score_spread":0.1448501682020613,"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."}}