{"id":"W4281818651","doi":"10.1017/9781108938914","title":"Policy Feedback","year":2022,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"University of Cambridge","keywords":"Scholarship; Element (criminal law); Politics; Meaning (existential); Political science; Policy studies; Public administration; Positive economics; Public relations; Sociology; Public policy; Epistemology; Economics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01180666,0.001036478,0.0007821524,0.002338209,0.003461768,0.01173637,0.002053333,0.005049006,0.05389716],"category_scores_gemma":[0.03086345,0.0005617196,0.001128973,0.002419421,0.006619232,0.01152428,0.00800814,0.007135725,0.01370384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01011684,"about_ca_system_score_gemma":0.01238914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002932525,"about_ca_topic_score_gemma":0.002301834,"domain_scores_codex":[0.9883129,0.004514603,0.0004724838,0.001664331,0.003811643,0.001224202],"domain_scores_gemma":[0.9887341,0.005322095,0.0006886554,0.001962327,0.002549549,0.0007431824],"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":[0.00001891259,0.00001926335,0.0001398115,0.0001308888,0.000006822057,0.00005244146,0.0009023044,0.0005445324,0.0001960781,0.9422268,0.02491284,0.03084913],"study_design_scores_gemma":[0.00001400715,0.00003134648,0.0002484863,0.0003225465,0.00001180913,0.0000975694,0.0007617519,0.0007092935,0.0004874735,0.3270917,0.6702069,0.00001710588],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003347162,0.003852681,0.03236179,0.04741991,0.003428092,0.0002527417,0.0003688973,0.0005246414,0.9084442],"genre_scores_gemma":[0.2969387,0.00958725,0.01736283,0.02347313,0.003450599,0.0008645715,0.0006731374,0.0007324896,0.6469173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05389716,"threshold_uncertainty_score":0.180304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118983769186911,"score_gpt":0.2664851485498322,"score_spread":0.2352953108579631,"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."}}