{"id":"W7024300042","doi":"","title":"The Role of Stakeholder Relationships in Regulatory Excellence","year":2015,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Agency (philosophy); Task (project management); Stakeholder; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006218262,0.00009660209,0.0001251271,0.00005706602,0.0002414862,0.0001034924,0.0002156872,0.00003918941,0.00004364094],"category_scores_gemma":[0.0001732919,0.00007422405,0.00003668763,0.0003190202,0.0001310908,0.0005674497,0.0001038108,0.0001468668,0.000259732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002847866,"about_ca_system_score_gemma":0.00002409979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004895514,"about_ca_topic_score_gemma":0.001406964,"domain_scores_codex":[0.9991025,0.00002547546,0.0002690518,0.0001549651,0.0002715416,0.0001764168],"domain_scores_gemma":[0.999308,0.00005846761,0.0001509917,0.0003018951,0.0001639711,0.00001669931],"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":[0.00002721397,0.0000343109,0.2719026,0.0000189435,0.00001096652,0.000001153989,0.0001048751,0.0004763331,0.00009729174,0.7187135,0.00679259,0.001820207],"study_design_scores_gemma":[0.0005940697,0.000006049928,0.3209362,0.00007020291,0.00001206405,5.338859e-7,0.003038378,0.001174137,0.0001003655,0.1674478,0.5064321,0.0001880875],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7250478,0.003077754,0.00004511916,0.001757037,0.0003914394,0.0002818535,0.000001029203,0.00008567535,0.2693123],"genre_scores_gemma":[0.9975255,0.00001223221,0.0000855705,0.0002346965,0.0002595851,0.00002042675,0.000002605825,0.00001086883,0.001848477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5512657,"threshold_uncertainty_score":0.3338416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06056848102430139,"score_gpt":0.240062877642011,"score_spread":0.1794943966177096,"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."}}