{"id":"W2173814641","doi":"10.2469/cfm.v24.n4.4","title":"Financial Analysis at “Jungle Speed”","year":2013,"lang":"en","type":"article","venue":"CFA Magazine","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jungle; Business; Finance; Economics; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001131041,0.0001429804,0.0001930213,0.000364779,0.0001604624,0.0002182528,0.0001479484,0.00007569206,0.008433061],"category_scores_gemma":[0.00007128629,0.0001276711,0.00008917381,0.002236264,0.00004549551,0.001342948,0.0001223953,0.00007998283,0.01241055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002573059,"about_ca_system_score_gemma":0.00001110851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002419555,"about_ca_topic_score_gemma":0.0001470214,"domain_scores_codex":[0.9991336,0.000003014449,0.0002390553,0.0002289539,0.0001575527,0.0002377933],"domain_scores_gemma":[0.9992982,0.000008387849,0.0001450658,0.0002232647,0.0003181611,0.000006882397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006025289,0.0003160544,0.2791115,0.0002497142,0.0002972738,0.00002471576,0.00003430252,0.0008984508,0.02384141,0.152648,0.5226972,0.01982108],"study_design_scores_gemma":[0.0003789858,0.000005305944,0.8528063,0.000008389876,0.0002162334,7.387483e-7,0.000008802843,0.008491997,0.0001409752,0.004730092,0.132942,0.0002702237],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8786474,0.00004043764,0.0004885974,0.002105966,0.0003459466,0.0001655818,0.000001624122,0.0001317678,0.1180726],"genre_scores_gemma":[0.9889054,0.000002445234,0.0001177885,0.002088377,0.0009239374,0.000007012245,0.0001714674,0.00001440046,0.007769221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5736948,"threshold_uncertainty_score":0.9924734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552258638250806,"score_gpt":0.2076519482637592,"score_spread":0.1921293618812512,"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."}}