{"id":"W2783294600","doi":"10.1111/ropr.12277","title":"Over a Decade of Scholarship on the Politics and Policy of Science and Technology","year":2018,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Scholarship; Politics; Government (linguistics); Political science; Public relations; Sociology; Public administration; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009428651,0.00007113627,0.0002570248,0.001015722,0.00062371,0.00002100437,0.000635549,0.00007832856,0.00003007106],"category_scores_gemma":[0.02409906,0.00004921477,0.00003057052,0.004635266,0.01543875,0.000106422,0.0001804139,0.0003541254,0.000004060365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009743852,"about_ca_system_score_gemma":0.002594355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009587103,"about_ca_topic_score_gemma":0.0001578701,"domain_scores_codex":[0.9973387,0.0005909993,0.0002679164,0.0001823986,0.001072639,0.0005473376],"domain_scores_gemma":[0.9977036,0.0007655539,0.00007336313,0.000327486,0.0009801635,0.0001498989],"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":[0.000003772618,0.00002115011,0.002145435,0.0008506619,0.000006924693,1.609501e-7,0.003500212,5.888056e-9,0.004781303,0.9705063,0.0001378914,0.01804615],"study_design_scores_gemma":[0.001358478,0.003146325,0.1221839,0.03352936,0.00008797998,0.00002546259,0.009504242,0.00003090865,0.106688,0.2763653,0.4463902,0.0006898107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8514517,0.01328861,0.00000141169,0.06567345,0.00001318903,0.0005403826,0.00001653472,0.00001200946,0.06900272],"genre_scores_gemma":[0.961583,0.03748894,0.00003367641,0.0005592705,0.0001872453,0.000006920879,8.093879e-8,0.000006106861,0.0001348277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.694141,"threshold_uncertainty_score":0.9970081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1593513893585167,"score_gpt":0.5451591202517839,"score_spread":0.3858077308932673,"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."}}