{"id":"W2121330117","doi":"","title":"Country Clustering in Comparative Political Economy","year":2009,"lang":"en","type":"preprint","venue":"Social Science Open Access Repository (GESIS – Leibniz Institute for the Social Sciences)","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Capitalism; Typology; Humanities; Leverage (statistics); Economy; Context (archaeology); Political science; Politics; Economics; Welfare economics; Sociology; Geography; Philosophy; Statistics; Mathematics","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","sts","scholarly_communication","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.007986572,0.0006761902,0.001290186,0.0004581362,0.03958355,0.01173183,0.01515714,0.0006584059,0.00001423054],"category_scores_gemma":[0.0005457272,0.0005434455,0.0005010925,0.003721956,0.02496749,0.006040407,0.006819526,0.000976249,0.000007498453],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003141328,"about_ca_system_score_gemma":0.009230313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06051384,"about_ca_topic_score_gemma":0.03374907,"domain_scores_codex":[0.9919255,0.0006296465,0.001154279,0.001737881,0.001872927,0.002679731],"domain_scores_gemma":[0.9970002,0.0005288756,0.001030741,0.0004179783,0.0006691978,0.0003529621],"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":[0.00008798541,0.0002163304,0.001485814,0.00007126527,0.00009711263,0.000008823066,0.0523871,0.000253216,0.00002962792,0.9386254,0.003391807,0.003345536],"study_design_scores_gemma":[0.002578241,0.0002184954,0.06646512,0.000605024,0.000525,0.00000838355,0.2152313,0.001462963,0.0004193593,0.6079325,0.1000548,0.00449878],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01343285,0.0002624162,0.0003221861,0.03360043,0.00705463,0.00498393,0.0001256829,0.0001715183,0.9400464],"genre_scores_gemma":[0.988319,0.0001151845,0.000290084,0.002522601,0.007075149,0.0008058228,0.0000151008,0.0000260144,0.0008310196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9748862,"threshold_uncertainty_score":0.9997017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2190333863233147,"score_gpt":0.5152449639378159,"score_spread":0.2962115776145012,"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."}}