{"id":"W2016069164","doi":"10.2139/ssrn.1744193","title":"Insurance Risk Models with Parisian Implementation Delays","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Université du Québec à Montréal; University of Waterloo","funders":"","keywords":"Business; Actuarial science; Risk analysis (engineering); Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008203277,0.0001751061,0.0002450794,0.0001899487,0.0004946496,0.0001418069,0.0008009188,0.00007625269,0.000157716],"category_scores_gemma":[0.0001081702,0.0001073892,0.0001267777,0.0004806305,0.0001016568,0.00127841,0.00005338944,0.00145023,0.00008795549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000348107,"about_ca_system_score_gemma":0.001628933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006619858,"about_ca_topic_score_gemma":0.01088436,"domain_scores_codex":[0.9957673,0.0003642632,0.0006600884,0.0004013613,0.001048983,0.001757982],"domain_scores_gemma":[0.9984336,0.0001200302,0.0005296553,0.0004427642,0.00032874,0.0001451566],"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":[0.0004771063,0.0001754187,0.1604731,0.000001569815,0.0001814301,0.000007751376,0.004749282,0.004102594,0.00001991919,0.5138913,0.0001707732,0.3157498],"study_design_scores_gemma":[0.0007150108,0.0005056051,0.01151504,0.000004745164,0.00002406594,0.0002285702,0.004432361,0.002442539,0.00009576227,0.9796986,0.0001704473,0.0001672414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5563534,0.0007046956,0.4399203,0.0001497597,0.00008602454,0.0001395417,0.000009984052,0.00002326887,0.002613029],"genre_scores_gemma":[0.9951111,0.002023385,0.002444809,0.00006443652,0.00007524692,0.00000848498,0.0000012627,0.00001539642,0.0002558997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4658073,"threshold_uncertainty_score":0.630061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08301809637883589,"score_gpt":0.3370830791117687,"score_spread":0.2540649827329328,"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."}}