{"id":"W4299486183","doi":"","title":"Financial Surveillance: Who Cares?","year":2012,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Business; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04584439,0.0007615816,0.001924994,0.004223001,0.006865842,0.02574482,0.002322106,0.01578291,0.004002279],"category_scores_gemma":[0.1241171,0.0008752942,0.0004893895,0.003988022,0.05389211,0.04225752,0.007316923,0.01606049,0.001318154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009616371,"about_ca_system_score_gemma":0.01424916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076358,"about_ca_topic_score_gemma":0.007063631,"domain_scores_codex":[0.9708359,0.01776601,0.001630655,0.002948354,0.004092631,0.002726448],"domain_scores_gemma":[0.8459474,0.1026707,0.01701244,0.007957625,0.01506871,0.01134302],"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":[0.000113235,0.0001314981,0.01938476,0.001114521,0.0001359788,0.0006512033,0.1283689,0.0004286661,0.0005359931,0.5793918,0.1035329,0.1662106],"study_design_scores_gemma":[0.00004286788,0.00006972226,0.004956004,0.0036882,0.00007525498,0.0007233148,0.1247905,0.0006776929,0.0005735385,0.6741236,0.1901097,0.0001695419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01399695,0.02886226,0.006868628,0.926787,0.001619447,0.00003248969,0.00008231975,0.0000923436,0.02165852],"genre_scores_gemma":[0.8136382,0.03536461,0.004906294,0.133777,0.006438463,0.0001084316,0.000117448,0.0002143354,0.005435099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04584439,"threshold_uncertainty_score":0.2424512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894533088325505,"score_gpt":0.2097113701778905,"score_spread":0.1907660392946354,"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."}}