{"id":"W2995137137","doi":"10.16997/jdd.342","title":"Venue Coupling and Actor Circulation in Deliberative Systems: Health Care Governance in Ontario","year":2019,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Operationalization; Corporate governance; Deliberative democracy; Bureaucracy; Legislature; Democracy; Sociology; Political science; Public relations; Politics; Key (lock); Public administration; Epistemology; Computer science; Law; Management; Economics; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000937397,0.0001102495,0.0003570513,0.00006773015,0.000211728,0.000124772,0.0001669254,0.00008197772,0.00003462409],"category_scores_gemma":[0.0001764853,0.0001028211,0.00005077126,0.0003511109,0.00008505833,0.0009411749,0.0000216463,0.0004027068,0.000004390021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811075,"about_ca_system_score_gemma":0.001737529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1670009,"about_ca_topic_score_gemma":0.6340192,"domain_scores_codex":[0.9982627,0.0001929777,0.00052798,0.0001847732,0.0005416327,0.0002899358],"domain_scores_gemma":[0.9986137,0.0001763298,0.0007804987,0.00006695788,0.0002499651,0.0001125903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000645208,0.000040312,0.7769706,0.0000200035,0.00001148425,0.00002151732,0.2117485,0.004351809,0.00005451553,0.004631323,0.0002403237,0.001845094],"study_design_scores_gemma":[0.0008647517,0.0001587534,0.9648156,0.0004251122,0.000003969848,0.000005155896,0.02828702,0.0005840163,0.000006312894,0.0009253967,0.003766522,0.0001573801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922927,0.00333894,0.00004788436,0.002335639,0.0006235478,0.0003196957,0.000005435881,0.000003682298,0.001032447],"genre_scores_gemma":[0.9988583,0.0003298265,0.0001719708,0.0001740422,0.0001515206,0.000002923855,7.558551e-7,0.000006819205,0.0003038571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4670183,"threshold_uncertainty_score":0.8385462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994110037367948,"score_gpt":0.3082275576872034,"score_spread":0.2882864573135239,"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."}}