{"id":"W3042208707","doi":"","title":"Rethinking the Function of Financial Assurance for End-of-Life Obligations","year":2020,"lang":"en","type":"article","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Nova Scotia Department of Energy and Mines; Nova Scotia Department of Energy; U.S. Department of Energy","keywords":"Duty; Function (biology); Creditor; Normative; Business; Perspective (graphical); Actuarial science; Law and economics; Finance; Accounting; Economics; Political science; Law; Debt; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006006429,0.0001461556,0.0004801622,0.0002511255,0.0006910706,0.00000415672,0.0009924383,0.0001906438,0.0001365426],"category_scores_gemma":[0.0001674273,0.0001601197,0.0003334388,0.0008791225,0.001481558,0.0002630982,0.0003732246,0.0005579143,0.000002731655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007180106,"about_ca_system_score_gemma":0.0002362847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001513265,"about_ca_topic_score_gemma":0.002757677,"domain_scores_codex":[0.9986309,0.0001821984,0.0001656473,0.0002259624,0.0005192955,0.0002759455],"domain_scores_gemma":[0.9979704,0.0007661373,0.0002313261,0.0003486988,0.0005742754,0.0001091816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0172363,0.002411939,0.02236369,0.01034088,0.00648113,0.00008605048,0.4610714,0.1565125,0.07837491,0.02882188,0.1473972,0.06890208],"study_design_scores_gemma":[0.01303903,0.003677807,0.1910937,0.001587168,0.001828013,0.000006132404,0.5198881,0.1000204,0.002878717,0.002131921,0.1624479,0.001401062],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538424,0.0005026078,0.03002516,0.01077843,0.0001330269,0.0007131177,0.0006796091,0.00007763958,0.003248035],"genre_scores_gemma":[0.9959372,0.001055868,0.002517454,0.00001473658,0.00003997442,1.246794e-8,0.00002115936,0.00001123941,0.0004023622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1687301,"threshold_uncertainty_score":0.6529492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05938612750961107,"score_gpt":0.2375388326985164,"score_spread":0.1781527051889053,"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."}}