{"id":"W2118530833","doi":"10.5539/ibr.v6n1p1","title":"Operational Risk Management for Insurers","year":2012,"lang":"en","type":"article","venue":"International Business Research","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operational risk; Business; Solvency; Underwriting; Risk management; Enterprise risk management; Operational risk management; Risk analysis (engineering); Revenue; Corporate governance; Actuarial science; Credit risk; Finance","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":[0.005499222,0.0009084932,0.0005872972,0.00147865,0.0009977986,0.004752802,0.001270111,0.001382965,0.003907653],"category_scores_gemma":[0.01318726,0.0002200058,0.0005686924,0.001016784,0.001575973,0.00298158,0.002936326,0.00189372,0.0006911225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712297,"about_ca_system_score_gemma":0.002559403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055689,"about_ca_topic_score_gemma":0.0008940694,"domain_scores_codex":[0.996156,0.001395637,0.0002815842,0.0003511878,0.001567178,0.0002483875],"domain_scores_gemma":[0.9952956,0.001630256,0.0008712214,0.0004418334,0.001427012,0.0003340577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000124885,0.000142245,0.004924799,0.0003013707,0.0001072856,0.0004085031,0.001339687,0.06721061,0.002269756,0.67501,0.0206504,0.2275105],"study_design_scores_gemma":[0.00003481096,0.0002312624,0.003843266,0.0004442355,0.00008265526,0.0004165264,0.001772139,0.2013713,0.001434451,0.7174814,0.07281701,0.00007090189],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04668001,0.01183926,0.8427086,0.01652431,0.0006326133,0.0003643376,0.000271756,0.0003867786,0.08059238],"genre_scores_gemma":[0.8472041,0.01020802,0.119277,0.000721377,0.001572023,0.0003412978,0.0004503882,0.00008481296,0.02014108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005499222,"threshold_uncertainty_score":0.02908307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08767363203552328,"score_gpt":0.3368327318395301,"score_spread":0.2491590998040068,"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."}}