{"id":"W4410906614","doi":"10.1017/9781009449625.007","title":"Policy Considerations","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Political science","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"],"consensus_categories":[],"category_scores_codex":[0.0001350121,0.000195405,0.0002467547,0.0003123214,0.001011959,0.00007697627,0.0002784823,0.0003554697,0.0000267238],"category_scores_gemma":[0.00008509595,0.0002623607,0.0001826974,0.00001364843,0.0005100125,0.00007421384,0.00009266737,0.0004496897,0.0000189921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000288043,"about_ca_system_score_gemma":0.00153593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009470145,"about_ca_topic_score_gemma":0.0002233455,"domain_scores_codex":[0.9989475,0.0001022433,0.0001208106,0.0002941962,0.0002307636,0.0003044823],"domain_scores_gemma":[0.9991568,0.0002071917,0.00005945448,0.0002577787,0.0001364453,0.0001823306],"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":[0.000006884124,0.000002716511,9.775682e-7,0.00001689695,0.00006184016,0.00005232182,0.0007218026,0.000001118972,0.00000282309,0.9409067,0.05748611,0.0007397913],"study_design_scores_gemma":[0.0001997815,0.000008622493,0.000006937569,0.00008406929,0.0001032073,0.000001204763,0.0001453223,0.000002666108,0.00001462434,0.0003670506,0.9988321,0.0002344294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005588495,0.00004774456,0.0002271424,0.0005673812,0.000154624,0.0002597695,0.0001874954,0.0001920992,0.9983581],"genre_scores_gemma":[0.003556057,0.0001785727,0.00004643515,0.0004238852,0.0003901241,4.23169e-7,0.00001475415,0.00001537732,0.9953744],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.941346,"threshold_uncertainty_score":0.9999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589452629856462,"score_gpt":0.271356417130973,"score_spread":0.2354618908324084,"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."}}