{"id":"W4408676353","doi":"10.1007/978-3-031-82524-8_1","title":"Traveling Reforms from a Comparative, Transnational, and Global Perspective","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Political science; Economic geography; Economic system; Geography; Economics; Computer science; Artificial intelligence","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":[0.001044067,0.0002146352,0.0001857245,0.002449409,0.001653512,0.004847831,0.0002739136,0.0006579624,0.008470517],"category_scores_gemma":[0.001177808,0.00008608968,0.0001612851,0.005256594,0.003637836,0.004538003,0.001685731,0.001964181,0.0005377249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007529621,"about_ca_system_score_gemma":0.002593651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050143,"about_ca_topic_score_gemma":0.01751631,"domain_scores_codex":[0.9989561,0.0005619141,0.00002915512,0.00008373632,0.0001798754,0.0001891954],"domain_scores_gemma":[0.9996235,0.0001495367,0.00005264601,0.00004900554,0.00008234637,0.00004289395],"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":[0.00001183893,0.00001648339,0.0005862458,0.0001074976,0.000005158164,0.00004748595,0.005318302,0.000275075,0.00009994236,0.9461173,0.01356712,0.03384762],"study_design_scores_gemma":[0.000004532953,0.00003129286,0.005494244,0.0005061748,0.0000116215,0.000103216,0.01560345,0.0003173747,0.0003427695,0.04038838,0.9371897,0.000007102497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02908285,0.03424975,0.001335538,0.022119,0.0005480406,0.0000146627,0.000177097,0.00003618105,0.9124369],"genre_scores_gemma":[0.8493673,0.05876201,0.001864556,0.004698016,0.000731945,0.00007574591,0.000477384,0.0001062976,0.0839167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01050143,"threshold_uncertainty_score":0.05463147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06905367384120698,"score_gpt":0.3792602661816631,"score_spread":0.3102065923404562,"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."}}