{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008233069,0.0008878984,0.0007055575,0.004226893,0.002586591,0.01396677,0.0009472359,0.002497256,0.05240988],"category_scores_gemma":[0.04111822,0.0005222281,0.0006540627,0.002731212,0.00211571,0.01459665,0.003928759,0.005344898,0.01198923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003448188,"about_ca_system_score_gemma":0.003990197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006618402,"about_ca_topic_score_gemma":0.009174996,"domain_scores_codex":[0.9947497,0.001476153,0.0002456859,0.0005124687,0.002225093,0.0007908369],"domain_scores_gemma":[0.9887134,0.003828141,0.0009950314,0.001330172,0.003645204,0.001488117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001391493,0.00006316945,0.006296628,0.0001111775,0.00007690087,0.0003431407,0.001183904,0.001727771,0.0004608533,0.2340432,0.6613528,0.09420131],"study_design_scores_gemma":[0.00006181971,0.00008435028,0.01334387,0.0006095501,0.0000175905,0.000215509,0.002167646,0.009031802,0.0007659337,0.3110583,0.6625322,0.0001114415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07209831,0.01428271,0.09724376,0.3508258,0.01461325,0.0002998835,0.007452861,0.006145173,0.4370382],"genre_scores_gemma":[0.6987749,0.01021858,0.04868035,0.02417462,0.008558826,0.0004508103,0.00475713,0.00225769,0.2021271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05240988,"threshold_uncertainty_score":0.1753286,"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."}}