{"id":"W2149952623","doi":"10.71164/socialmedicine.v8i1.2014.672","title":"Social policy as social vaccine","year":2014,"lang":"en","type":"article","venue":"Social medicine","topic":"Global Health Care Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Status quo; Socioeconomic status; Individualism; Social policy; Political science; Development economics; Political economy; Economic growth; Economics; Sociology; Market economy; Population","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001566852,0.000315353,0.000872691,0.0002088437,0.003978348,0.000005696561,0.0003560917,0.0006713592,0.001864158],"category_scores_gemma":[0.002068974,0.0002751626,0.0001287644,0.0007742016,0.0002552911,0.00008603431,0.000174503,0.001100954,0.002908282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007060775,"about_ca_system_score_gemma":0.0006906154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0077916,"about_ca_topic_score_gemma":0.0007050018,"domain_scores_codex":[0.9954498,0.001128498,0.0008966178,0.000412435,0.0008263274,0.001286278],"domain_scores_gemma":[0.9981938,0.000403116,0.0004405855,0.0001801036,0.0004759602,0.0003064072],"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":[0.0001542654,0.0000427972,0.002027047,0.0002831912,0.00002808426,0.000005667136,0.04360581,2.226705e-8,0.0001343352,0.1916456,0.7505459,0.01152731],"study_design_scores_gemma":[0.003994259,0.0003153172,0.1414303,0.0001097257,0.00006912417,0.000001796523,0.01064395,0.000004874536,0.000005253346,0.03431587,0.808825,0.0002846045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2168225,0.0002070173,0.0000619957,0.4478788,0.003024821,0.001047188,0.00002565857,0.0005841787,0.3303479],"genre_scores_gemma":[0.8890044,0.00002377966,0.00003492741,0.03019295,0.07530709,0.00008689281,0.00006033655,0.00006472322,0.005224896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6721819,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07368790500850532,"score_gpt":0.5571549432175302,"score_spread":0.4834670382090249,"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."}}