{"id":"W2170166447","doi":"10.1177/0002716209351506","title":"Translating Experiments into Policy","year":2010,"lang":"en","type":"article","venue":"The Annals of the American Academy of Political and Social Science","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Order (exchange); Democracy; Politics; Quarter (Canadian coin); Field (mathematics); Process (computing); Political science; Management science; Positive economics; Sociology; Economics; Computer science; Law; History","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001382043,0.00006847878,0.0001836288,0.00004219447,0.0009981963,0.00002863018,0.0005970999,0.00004416672,0.00001018571],"category_scores_gemma":[0.0005851205,0.00004012165,0.00007983881,0.0006758263,0.01280692,0.000132093,0.0000887503,0.0002208742,0.00000157957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001769638,"about_ca_system_score_gemma":0.0002083637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03262158,"about_ca_topic_score_gemma":0.0001833672,"domain_scores_codex":[0.9982833,0.0002177604,0.0002376965,0.0001278674,0.0005622132,0.000571184],"domain_scores_gemma":[0.9993061,0.0001881872,0.0001743582,0.00007533438,0.00007279683,0.0001832363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005032357,0.0000160799,0.002015953,0.000004653833,0.000003218464,1.306051e-8,0.006002167,6.835859e-8,0.03042322,0.9577247,0.00002215827,0.003782758],"study_design_scores_gemma":[0.0001676996,0.0001216215,0.3823475,0.00003140599,0.00002533962,0.000001104242,0.008101869,0.00005780572,0.08751006,0.5143376,0.007024864,0.00027319],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8439875,0.00001169411,0.000004237152,0.1469672,0.0000414728,0.00009453917,0.0000033915,0.000008045366,0.008881904],"genre_scores_gemma":[0.9965791,0.000002793348,0.00003607624,0.002890941,0.0003926799,0.000003884936,4.082839e-8,0.000003268269,0.00009129046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4433871,"threshold_uncertainty_score":0.9898797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363087194666482,"score_gpt":0.4927122756962563,"score_spread":0.3564035562296081,"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."}}