{"id":"W2804241659","doi":"10.1017/cbo9781139542739","title":"Governing Failure","year":2013,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"International Development and Aid","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Corporate governance; Vulnerability (computing); Political science; Best practice; Bank failure; Business; Democracy; Development economics; Political economy; Public administration; Economics; Financial system; Finance; Law; Computer security","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":[0.0001284079,0.0001830728,0.0001891742,0.00009938705,0.0004861258,0.0001093847,0.0006181534,0.0003234935,0.00006906321],"category_scores_gemma":[0.00002657808,0.000224844,0.0001274078,0.00001086604,0.0002465216,0.0001696379,0.0002063677,0.0003369708,0.000287166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007632429,"about_ca_system_score_gemma":0.0007723917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113648,"about_ca_topic_score_gemma":0.00005426787,"domain_scores_codex":[0.998763,0.00007283341,0.0001054871,0.0002811325,0.000497274,0.0002802608],"domain_scores_gemma":[0.9992604,0.00007206422,0.0001612531,0.0001488148,0.0002231646,0.0001343357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000330982,0.000001793521,0.000002549282,0.000008745497,0.00003245765,0.00002693459,0.0002427269,9.500933e-8,0.000002852146,0.5255687,0.4739235,0.0001863851],"study_design_scores_gemma":[0.0001536654,0.00000608973,0.00002356065,0.000096,0.00003317588,6.95162e-7,0.0002777227,0.000005574587,0.00001065954,0.0000207079,0.9991001,0.0002719873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005865768,0.00003649017,0.0000545998,0.0001421698,0.0004219478,0.0002647253,0.00007668688,0.0001248531,0.9988199],"genre_scores_gemma":[0.0002245966,0.000052975,0.0001669549,0.00008693232,0.0004731566,8.080524e-7,0.00008566264,0.00001936756,0.9988896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.525548,"threshold_uncertainty_score":0.9168872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684612113575038,"score_gpt":0.2116630271740315,"score_spread":0.1948169060382811,"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."}}