{"id":"W3122100396","doi":"10.1007/978-3-030-29980-4_7","title":"Public Servants and Regulator Capture in Energy and Environmental Governance","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Legitimacy; Regulatory state; Corporate governance; Accountability; Public administration; Political science; Government (linguistics); Context (archaeology); CONTEST; State (computer science); Public interest; Public relations; Business; Law; Politics; Geography","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":[0.00003841395,0.0002269892,0.0002637532,0.0000633184,0.00007766626,0.0001782887,0.00006891017,0.0001200502,0.0008301883],"category_scores_gemma":[0.000004999569,0.0002102088,0.00003499307,0.00002806666,0.0000879842,0.0003944434,0.0003024556,0.00007954272,0.00001185464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002759454,"about_ca_system_score_gemma":0.000006711653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000918992,"about_ca_topic_score_gemma":0.001044784,"domain_scores_codex":[0.999149,0.000001409953,0.0001785658,0.0003527822,0.0001750634,0.0001431298],"domain_scores_gemma":[0.9996706,0.000008568208,0.0001407636,0.000151866,0.00001709186,0.00001107997],"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":[0.000006327493,0.00001103871,0.009233887,0.00008101796,0.00003746874,0.00002304569,0.00001057664,0.00000152588,0.0000139675,0.9661937,0.008216193,0.0161712],"study_design_scores_gemma":[0.0002991543,0.000001754954,0.05415203,0.0001197013,0.00001609464,0.000004301037,0.00007892935,0.0004546815,0.000001245905,0.01088079,0.933688,0.000303283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003810798,0.01122804,0.00001639242,0.002810284,0.0002107659,0.0001162629,0.00001087781,0.00004275778,0.9817538],"genre_scores_gemma":[0.3246948,0.002273573,0.00003726484,0.002247563,0.0003458441,0.000006576262,0.00007331529,0.0000346103,0.6702864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.955313,"threshold_uncertainty_score":0.9089979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268403921795444,"score_gpt":0.1730146054010824,"score_spread":0.1503305661831279,"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."}}