{"id":"W12798186","doi":"10.1007/978-3-319-07239-5_5","title":"The Political Economy of Private Management of High Impact Low Probability Risks in Finance and the Environment","year":2014,"lang":"en","type":"book-chapter","venue":"Sustainability and innovation","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Business; Politics; Political risk; Finance; Political 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":[0.002390604,0.0002498942,0.0006830885,0.0002444905,0.0001185941,0.00003342202,0.000202372,0.0002105228,0.00001926076],"category_scores_gemma":[0.0001378,0.0001862067,0.00009466179,0.0001877843,0.001264441,0.0001174533,0.0002176444,0.0002846985,0.000001487216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005075385,"about_ca_system_score_gemma":0.00006277448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004475487,"about_ca_topic_score_gemma":0.000008048875,"domain_scores_codex":[0.9977894,0.00003427285,0.001306527,0.0004706027,0.00005718559,0.0003420041],"domain_scores_gemma":[0.9980491,0.000198176,0.0008981477,0.0006722001,0.0001600508,0.00002236281],"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":[0.0001651924,0.00003369831,0.01465495,0.0009648124,0.00005133271,8.771898e-7,0.0000844817,0.00006643759,3.638075e-8,0.9760112,0.00001126805,0.007955726],"study_design_scores_gemma":[0.0009062667,0.0001132894,0.1026519,0.00005272197,0.00001190793,5.435751e-7,0.0001385165,0.0002356933,0.000005829789,0.8807051,0.01501968,0.0001586292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8741181,0.002966315,0.001390765,0.009221897,0.00009679386,0.003733589,0.0001383382,0.00001290133,0.1083212],"genre_scores_gemma":[0.9942104,0.0004966533,0.0000772085,0.00007972062,0.00002132915,0.00008513724,0.00001892766,0.00001710287,0.004993567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200922,"threshold_uncertainty_score":0.7593288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834477129653382,"score_gpt":0.2286895142922267,"score_spread":0.2103447429956929,"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."}}