{"id":"W4232119712","doi":"10.1002/div.1511","title":"Fidelity National Financial, Inc.","year":2004,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Financial services; Subsidiary; Finance; Financial institution; Principal (computer security); Escrow; Outsourcing; Real estate; Accounting; Marketing; Multinational corporation","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":[],"category_scores_codex":[0.0006340976,0.0001838888,0.0002876386,0.000200786,0.0002406687,0.00005099757,0.0003060419,0.00009356574,0.0005767351],"category_scores_gemma":[0.0002213075,0.000221326,0.0001572167,0.000316603,0.000059422,0.0003740866,0.0001063768,0.0001710016,0.003318735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289057,"about_ca_system_score_gemma":0.00006474253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008217595,"about_ca_topic_score_gemma":0.0001200435,"domain_scores_codex":[0.9984612,0.000009025065,0.000582446,0.0004399547,0.0001322262,0.0003751757],"domain_scores_gemma":[0.9993744,0.00001313664,0.0002320732,0.0002479088,0.00004423267,0.00008817868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002128731,0.000182331,0.02644826,0.00002180495,0.00003717074,0.000008786888,0.0002034523,0.002021705,0.00001473351,0.9554263,0.01472953,0.0008846365],"study_design_scores_gemma":[0.0008393229,0.00005091442,0.2476155,0.00001514321,0.000005955969,9.536878e-7,0.0000198076,0.00005229312,0.00008514164,0.3156804,0.4352753,0.0003592352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8574079,0.003216479,0.02742373,0.007662578,0.004701345,0.0007812508,0.0007746201,0.0002377781,0.09779429],"genre_scores_gemma":[0.9961323,0.0005211851,0.0006744519,0.0016398,0.0002489525,0.00003997768,0.00005095293,0.0000196269,0.0006728203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.639746,"threshold_uncertainty_score":0.9974573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03254770381932306,"score_gpt":0.2327081069305259,"score_spread":0.2001604031112028,"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."}}