{"id":"W1544647841","doi":"10.1002/9780470714461.ch6","title":"Risk Assessment: Dynamic Events and Financial Risks","year":2008,"lang":"en","type":"other","venue":"","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Profit (economics); Econometrics; Economics; Actuarial science; Elasticity (physics); Unit cost; Microeconomics","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":[0.001461813,0.0007837091,0.0005999606,0.001561323,0.0004338206,0.004446365,0.0005826831,0.001537304,0.01197803],"category_scores_gemma":[0.00690703,0.0003209803,0.0004547518,0.001977847,0.002230192,0.006996311,0.001218901,0.00208067,0.00111531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119863,"about_ca_system_score_gemma":0.0006944937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001659814,"about_ca_topic_score_gemma":0.001137845,"domain_scores_codex":[0.9991461,0.0002998134,0.00005663741,0.0001132177,0.0003432987,0.00004085373],"domain_scores_gemma":[0.9981486,0.001095718,0.000211082,0.0001463318,0.000328243,0.00007000864],"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":[0.00002270082,0.0000375985,0.002107046,0.0001337964,0.00003795061,0.0002143517,0.0003224897,0.04183476,0.0003640704,0.8194058,0.01644047,0.119079],"study_design_scores_gemma":[0.00000414478,0.00002304952,0.002396896,0.0002087683,0.00001732825,0.0002882627,0.0004338341,0.03480694,0.0002155256,0.9056336,0.05594057,0.00003103558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03612351,0.05573469,0.5806883,0.02066852,0.002749642,0.0001495249,0.0006850706,0.0003223553,0.3028783],"genre_scores_gemma":[0.766876,0.05115399,0.07410909,0.001708456,0.004434686,0.0001915341,0.0005932418,0.0001530767,0.1007798],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01197803,"threshold_uncertainty_score":0.04007047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005764932682165103,"score_gpt":0.2310716264885055,"score_spread":0.2253066938063404,"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."}}