{"id":"W581918401","doi":"","title":"Tougher than Rocket Science, or Just Messier? Using Research to Improve U.S. Public Health Delivery","year":2014,"lang":"en","type":"article","venue":"UKnowledge (University of Kentucky)","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rocket (weapon); Public health; Aeronautics; Engineering; Political science; Medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1583294,0.0006297181,0.001159938,0.005942429,0.00587177,0.02478028,0.002074549,0.008541112,0.01848575],"category_scores_gemma":[0.2410823,0.0007010962,0.0008203775,0.005846077,0.02110776,0.02385807,0.007943392,0.00986964,0.002873941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01161835,"about_ca_system_score_gemma":0.05410348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02427381,"about_ca_topic_score_gemma":0.03527598,"domain_scores_codex":[0.9124264,0.07180572,0.002830848,0.002950283,0.006666183,0.003320599],"domain_scores_gemma":[0.7442646,0.1939776,0.0133111,0.01275645,0.02038242,0.01530795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002976181,0.0002454634,0.02578771,0.001949994,0.0002157718,0.0001756454,0.009679024,0.0006793919,0.0007549623,0.2228959,0.3822289,0.3550897],"study_design_scores_gemma":[0.000167772,0.000346665,0.01558376,0.01013444,0.0002614439,0.0001462925,0.03052336,0.001234812,0.001153238,0.435947,0.5043421,0.0001591224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002709286,0.01893521,0.001419767,0.9655419,0.00180309,0.00002393131,0.0000948079,0.00006647631,0.009405382],"genre_scores_gemma":[0.4000624,0.1006831,0.03909492,0.4345788,0.01064457,0.0004004999,0.0004871056,0.0002478833,0.01380073],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1583294,"threshold_uncertainty_score":0.8373357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3204641765842547,"score_gpt":0.5016167559313586,"score_spread":0.1811525793471039,"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."}}