{"id":"W2121519121","doi":"10.1177/1049732311425049","title":"Population Health and Social Governance","year":2011,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Ethnography; Mainstream; Sociology; Health care; Public health; Extant taxon; Population; Critical ethnography; Assertion; Public relations; Psychology; Political science; Nursing; Medicine; Anthropology; Law","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":[0.01478223,0.0001224807,0.0003879109,0.0001958714,0.001151838,0.00005826624,0.0001694848,0.00007838663,0.0001141723],"category_scores_gemma":[0.001279826,0.0001111443,0.00003388625,0.0005991925,0.0002323246,0.0005122708,0.0001647742,0.0004278682,0.0002040414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002553345,"about_ca_system_score_gemma":0.0002529951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2050142,"about_ca_topic_score_gemma":0.001445658,"domain_scores_codex":[0.9962254,0.001166477,0.0005957157,0.0003454206,0.0004630147,0.001204034],"domain_scores_gemma":[0.9986609,0.0004001806,0.000369713,0.0001405967,0.0003252778,0.0001033167],"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":[0.00004157421,0.00003698273,0.001838046,0.0006619811,0.000004380134,4.084271e-7,0.01215726,1.913091e-7,1.36524e-7,0.6706719,0.3052661,0.009321099],"study_design_scores_gemma":[0.0003676851,0.0001527474,0.1356494,0.0000469489,6.937431e-7,8.120761e-7,0.02624943,0.0003446108,5.394933e-8,0.06740178,0.7696572,0.0001286431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2045743,0.001892272,0.0002784965,0.7619568,0.0003851549,0.001329688,0.00002967074,0.0001688183,0.02938487],"genre_scores_gemma":[0.8457931,0.0003114322,0.0007901633,0.1516059,0.001022059,0.00007226119,0.00007913873,0.00002808587,0.0002978461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6412188,"threshold_uncertainty_score":0.8859119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5836543845272033,"score_gpt":0.5702813462534071,"score_spread":0.01337303827379621,"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."}}