{"id":"W205945827","doi":"","title":"Wanted Effective Representation and Why Elected Officials Do Not Answer the Job Ad","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Normative; Blame; Public relations; Population; Argument (complex analysis); Political science; Representation (politics); Politics; Law and economics; Medicine; Business; Sociology; Psychology; Social psychology; Law","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":[0.02673363,0.0004944316,0.0006043371,0.001224591,0.02248638,0.02172845,0.002035948,0.009212995,0.01683021],"category_scores_gemma":[0.06441187,0.0006369016,0.0006981062,0.00179789,0.02147695,0.01070635,0.008961766,0.01295182,0.003899845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007259694,"about_ca_system_score_gemma":0.009743376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0194352,"about_ca_topic_score_gemma":0.02367434,"domain_scores_codex":[0.9518868,0.02730384,0.00115106,0.002262232,0.005385158,0.01201092],"domain_scores_gemma":[0.9732742,0.01011599,0.002223187,0.001707432,0.004274023,0.008405019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005568319,0.0001179643,0.005248089,0.0001274143,0.00002650872,0.0005038871,0.05901001,0.0001009031,0.0002392059,0.405863,0.4843972,0.04431021],"study_design_scores_gemma":[0.00004360683,0.00007514448,0.004948252,0.0004158904,0.00001383022,0.0002457843,0.1234025,0.0003669131,0.0002695168,0.05797913,0.8121525,0.00008694396],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0374167,0.003566383,0.002103527,0.8494574,0.01445851,0.0000490382,0.00005998228,0.00009359691,0.09279495],"genre_scores_gemma":[0.7037257,0.003209822,0.001622487,0.1971124,0.006540866,0.0001450131,0.0000876847,0.000334934,0.08722107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02673363,"threshold_uncertainty_score":0.1413826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1997019480419768,"score_gpt":0.5125115455665655,"score_spread":0.3128095975245887,"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."}}