{"id":"W4407096077","doi":"10.47814/ijssrr.v8i1.2489","title":"A Study on Proportionality","year":2025,"lang":"en","type":"article","venue":"International Journal of Social Science Research and Review","topic":"Reformed Theology and Governance","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Proportionality (law); 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":[],"consensus_categories":[],"category_scores_codex":[0.00372095,0.00003640193,0.0001132181,0.0001558277,0.0004279946,0.00009970887,0.000426089,0.000009790791,0.0001673747],"category_scores_gemma":[0.0004794541,0.00002136642,0.00003779684,0.0001226129,0.001325091,0.0002288714,0.00007688881,0.0002269769,0.000008860465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009721155,"about_ca_system_score_gemma":0.0003337255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001628934,"about_ca_topic_score_gemma":0.0000134639,"domain_scores_codex":[0.9985424,0.0000812293,0.0002303229,0.00008413076,0.0009409576,0.0001210197],"domain_scores_gemma":[0.9983391,0.00006798972,0.0001214108,0.0000380011,0.0013974,0.00003612449],"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":[0.00003684556,0.0002413602,0.00089527,0.00003366556,0.00003829486,0.00002144361,0.001878317,1.49318e-8,0.000009977978,0.9700243,0.003643147,0.0231774],"study_design_scores_gemma":[0.000597416,0.0007556904,0.06628887,0.001999144,0.00001667336,0.00002480103,0.004920254,6.433481e-7,0.00005186995,0.1038161,0.8214398,0.00008868203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3306295,0.01382018,0.00001105829,0.05742446,0.001942337,0.0005791168,0.00001098189,0.000007894066,0.5955745],"genre_scores_gemma":[0.9914668,0.00419083,0.000002879233,0.0005999943,0.0003265532,0.000004490922,1.763482e-7,9.705042e-7,0.003407308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8662081,"threshold_uncertainty_score":0.4882354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1470625107564014,"score_gpt":0.4989270616014582,"score_spread":0.3518645508450569,"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."}}