{"id":"W2259092938","doi":"10.5430/jms.v7n1p37","title":"Patterns of Response to Global Threats and Opportunities","year":2016,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Business; Exploratory research; Psychology; Public relations; Political science; Ecology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00138547,0.0001953027,0.0002163905,0.001198152,0.000220932,0.0007235222,0.0003416571,0.0005048494,0.002893344],"category_scores_gemma":[0.01635261,0.0001331559,0.0002511454,0.0006323439,0.0004534625,0.0004932939,0.0008442735,0.0007007819,0.0005376816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160314,"about_ca_system_score_gemma":0.0001698544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008128583,"about_ca_topic_score_gemma":0.0009176255,"domain_scores_codex":[0.9988934,0.0003701071,0.0001068192,0.0002001712,0.000228811,0.0002006758],"domain_scores_gemma":[0.9859125,0.006396736,0.004353371,0.001008065,0.001451632,0.0008776943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004311196,0.0001346234,0.958279,0.0000792358,0.00009701777,0.0001617209,0.005673127,0.0006567222,0.009344623,0.0006060689,0.0004487914,0.02408784],"study_design_scores_gemma":[0.000004181883,0.0002010404,0.9943479,0.00001251609,0.000008329589,0.0001673287,0.002737047,0.0006603367,0.0005835509,0.0003791747,0.000883193,0.00001531589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964133,0.00005291955,0.0006226199,0.0001164953,0.000005864941,0.00003192266,0.0001292914,0.00001745603,0.00261017],"genre_scores_gemma":[0.9988599,0.00003914046,0.0002317281,0.00002762972,0.000004028165,0.00002495809,0.0001627791,0.000007525295,0.0006422369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002893344,"threshold_uncertainty_score":0.009679258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2735081354338909,"score_gpt":0.4106708793407376,"score_spread":0.1371627439068467,"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."}}