{"id":"W4387959238","doi":"10.1080/23276665.2023.2270085","title":"Governance of dependency relationships in mandated networks","year":2023,"lang":"en","type":"article","venue":"Asia Pacific Journal of Public Administration","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dependency (UML); Opportunism; Hierarchy; Network governance; Relevance (law); Corporate governance; Autonomy; Business; Public relations; Industrial organization; Knowledge management; Computer science; 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":[0.006242984,0.00008829868,0.0001982659,0.0003582959,0.0002412623,0.0001982821,0.0003589702,0.0001726945,0.0001366515],"category_scores_gemma":[0.003152461,0.0000877846,0.00008338856,0.002014904,0.0002145201,0.001490953,0.00001978446,0.0004695784,0.00001312736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194876,"about_ca_system_score_gemma":0.002196204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004643999,"about_ca_topic_score_gemma":0.001452692,"domain_scores_codex":[0.9971069,0.0007537702,0.0007950847,0.000131355,0.0008355106,0.0003774142],"domain_scores_gemma":[0.9981289,0.000441,0.000657755,0.0001437115,0.0004191628,0.0002094794],"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":[0.00008057913,0.000253088,0.07190667,0.00001778164,0.00003915798,0.0000930374,0.002331249,0.00008703154,0.0001537604,0.9080077,0.006796174,0.01023378],"study_design_scores_gemma":[0.002633984,0.001057028,0.7067351,0.0002498539,0.00003641747,0.0001345726,0.05874389,0.003410609,0.0006129791,0.03764227,0.1881192,0.000624029],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6961236,0.000324513,0.008500138,0.09313294,0.001061154,0.0006254645,0.00005105044,0.0001064274,0.2000747],"genre_scores_gemma":[0.9965016,0.000409384,0.0001281881,0.00001009366,0.0002362391,0.000005196481,0.00002271362,0.000007352206,0.002679219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8703654,"threshold_uncertainty_score":0.3895971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09048796418098319,"score_gpt":0.3747160759596117,"score_spread":0.2842281117786285,"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."}}