{"id":"W2133895734","doi":"10.1093/heapro/daq079","title":"Public health policy research: making the case for a political science approach","year":2011,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Nature; World Health Organization","keywords":"Health promotion; Public health; Health policy; Public policy; Politics; Political science; Policy studies; Public relations; Promotion (chess); Public administration; Medicine; Nursing; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01835467,0.0001337706,0.0002101457,0.0009564144,0.00206147,0.000298358,0.0007470796,0.00006461944,0.0001114934],"category_scores_gemma":[0.004656791,0.00009923019,0.00006797556,0.001215151,0.0006247122,0.0009393164,0.0003955031,0.0003463012,0.00007552695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071314,"about_ca_system_score_gemma":0.00201634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04490579,"about_ca_topic_score_gemma":0.0003324141,"domain_scores_codex":[0.9960099,0.000203278,0.0006812197,0.0004435555,0.0005200139,0.002142005],"domain_scores_gemma":[0.9978196,0.0001583691,0.0003757022,0.0003011566,0.001156443,0.0001887345],"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":[0.000007664583,0.0001907471,0.0003557672,0.000177647,0.000006132948,0.000002369443,0.0002599849,0.00000319043,2.063612e-7,0.9144726,0.08011471,0.004408992],"study_design_scores_gemma":[0.0004926938,0.0001489806,0.006514829,0.00004623803,0.000001689845,0.0003909832,0.002259857,0.04583566,2.097582e-7,0.1069052,0.8372537,0.0001499427],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004490306,0.00003289485,0.01807949,0.9059827,0.001079822,0.001334644,0.00002595543,0.0001206275,0.06885356],"genre_scores_gemma":[0.9010918,0.000006800709,0.002179584,0.09282462,0.003473351,0.0002783654,0.00003539744,0.00001739119,0.00009267225],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8966015,"threshold_uncertainty_score":0.9992377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6183380277058362,"score_gpt":0.5094149113672991,"score_spread":0.1089231163385371,"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."}}