{"id":"W4404510815","doi":"10.1111/2047-8852.12471","title":"Political Developments and Data in 2023","year":2024,"lang":"en","type":"article","venue":"European Journal of Political Research Political Data Yearbook","topic":"Populism, Right-Wing Movements","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01918167,0.0002292266,0.0003957203,0.0007490912,0.0003026525,0.0008074803,0.00384356,0.0001075695,0.0003881145],"category_scores_gemma":[0.01775098,0.0001951312,0.0000546385,0.0005854538,0.002354752,0.001373836,0.003792391,0.001902703,0.0008661061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000790295,"about_ca_system_score_gemma":0.002363455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171692,"about_ca_topic_score_gemma":0.0001752034,"domain_scores_codex":[0.987789,0.00412096,0.001057943,0.0008120826,0.002700492,0.003519558],"domain_scores_gemma":[0.99254,0.002712254,0.00004892657,0.00129092,0.0002941651,0.003113704],"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":[0.00002189763,0.0001166965,0.0008035876,0.00005876309,0.00005025277,0.002504548,0.0002127874,1.460562e-8,0.00003193331,0.9795163,0.01512637,0.001556874],"study_design_scores_gemma":[0.000983657,0.0002603928,0.03997675,0.001189427,0.000055999,0.0001295929,0.003354806,0.0002874602,0.0000473914,0.1519056,0.8013145,0.0004944614],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04519006,0.001289655,0.0005563238,0.06011605,0.001313752,0.0006401348,0.001621276,0.0001267647,0.889146],"genre_scores_gemma":[0.992082,0.00006200153,0.001470392,0.001083271,0.00235893,0.00000145799,0.00009414113,0.00006553461,0.002782297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9468919,"threshold_uncertainty_score":0.9999118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3692279719819965,"score_gpt":0.5290021690680453,"score_spread":0.1597741970860488,"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."}}