{"id":"W4401041700","doi":"10.1111/gove.12892","title":"Relational dynamics under close supervision: Examining transnational cooperation in regulatory oversight","year":2024,"lang":"en","type":"article","venue":"Governance","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation","keywords":"Autonomy; Institutionalisation; Exponential random graph models; Politics; Independence (probability theory); Public relations; Political science; Public administration; Business; Law; Graph; Random graph","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001431864,0.0001050505,0.00008660157,0.00006757848,0.00006874176,0.0002226605,0.00009071157,0.00006642124,0.0003252951],"category_scores_gemma":[0.00002043465,0.0001018757,0.00003056057,0.0003779223,0.00005107516,0.002332337,0.00002496507,0.0001415965,0.0001293048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323312,"about_ca_system_score_gemma":0.00008298454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007181462,"about_ca_topic_score_gemma":0.0003316972,"domain_scores_codex":[0.9991207,0.000005710773,0.0002003556,0.0002293821,0.0002723635,0.0001714888],"domain_scores_gemma":[0.9997509,0.0000498418,0.00003819877,0.00009313496,0.00005956169,0.000008401195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000008793967,0.00001452824,0.002624119,0.00004491779,0.000005465842,0.00001802064,0.00001910626,0.001759825,0.0001388365,0.9940268,0.0005623974,0.0007772348],"study_design_scores_gemma":[0.0004333548,0.00001104036,0.5891761,0.0001991016,0.00001908121,0.000004972962,0.0002124013,0.1728827,0.00003487107,0.2091483,0.02751725,0.0003608963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507532,0.0003930824,0.001579463,0.005466541,0.000490766,0.0001005103,0.00002211447,0.0001098209,0.04108451],"genre_scores_gemma":[0.9974021,0.00001150717,0.00006868572,0.001237547,0.0003592733,0.000008224133,0.0000821638,0.00001208968,0.0008183498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7848785,"threshold_uncertainty_score":0.4154369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516562104791745,"score_gpt":0.2338866707244957,"score_spread":0.1987210496765782,"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."}}