{"id":"W7062212490","doi":"","title":"Spaces of influence in decentralised governance systems: a comparison of substate civil society networks and politics in the United Kingdom and Canada","year":2025,"lang":"en","type":"article","venue":"Cronfa (Swansea University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Wales Institute of Social and Economic Research and Data","keywords":"Politics; Civil society; Corporate governance; Kingdom; Government (linguistics)","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":[0.00006550126,0.00007282929,0.000159959,0.00005551077,0.00003087884,0.00001674448,0.0001168115,0.00004197417,2.892617e-7],"category_scores_gemma":[0.000009534824,0.00007141423,0.00001113497,0.000640311,0.00009288681,0.00007822038,0.00002621101,0.000105598,6.03611e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291964,"about_ca_system_score_gemma":0.00009146136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2741417,"about_ca_topic_score_gemma":0.4189241,"domain_scores_codex":[0.9995188,0.00003328021,0.0001377914,0.00007761122,0.00007158718,0.0001609657],"domain_scores_gemma":[0.999701,0.00009884671,0.0000421382,0.00009099371,0.0000404552,0.00002655152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001215436,0.00001754336,0.6645911,0.0001870847,0.00002159087,0.00001056724,0.0007521722,0.3226423,0.0002183539,0.01135371,0.0001693898,0.00002411574],"study_design_scores_gemma":[0.0008866761,0.00001441942,0.3862613,0.0002469955,0.00002865235,7.744443e-7,0.003536231,0.6047405,0.0002829137,0.00001481328,0.003863076,0.0001235939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989366,0.000428765,0.0003020327,0.00004365016,0.00003062464,0.00009335776,0.00001866817,0.00000713992,0.0001391835],"genre_scores_gemma":[0.9997115,0.0002359262,0.00001670955,0.00001549008,0.000002039356,2.424178e-7,0.000002267105,0.000003132964,0.00001274912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2820982,"threshold_uncertainty_score":0.7306919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009329458127979319,"score_gpt":0.2041508559321734,"score_spread":0.1948213978041941,"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."}}