{"id":"W4391760035","doi":"10.2139/ssrn.4694814","title":"Comparative Constitutional Law: Reflection of a Field Transformed","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Constitutional law; Law; Political science; Field (mathematics); Reflection (computer programming); Comparative law; Mathematics; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01962157,0.0004354143,0.0007792068,0.005007138,0.0073999,0.01390269,0.002388933,0.007153161,0.0170836],"category_scores_gemma":[0.02657721,0.0004290201,0.0004961641,0.004109282,0.07624754,0.02337098,0.0060179,0.009268994,0.0005363702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01240407,"about_ca_system_score_gemma":0.008861203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009981779,"about_ca_topic_score_gemma":0.01365106,"domain_scores_codex":[0.9912948,0.005871045,0.0001916731,0.001232044,0.0008680835,0.0005423478],"domain_scores_gemma":[0.9744723,0.02023182,0.0006801527,0.002257323,0.001631547,0.0007267863],"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":[0.000003333117,0.000005212259,0.00004093157,0.000011742,0.000001039507,0.00001106198,0.002733165,0.00002550663,0.00002321413,0.994691,0.001220455,0.001233436],"study_design_scores_gemma":[0.00001900443,0.0000135566,0.0003975442,0.0001458792,0.000004550361,0.00005552125,0.01159301,0.0002152292,0.0001463851,0.9087256,0.07867426,0.000009413644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.05182436,0.01040233,0.02536118,0.2632037,0.001426573,0.00007620579,0.0002006109,0.00006805793,0.6474371],"genre_scores_gemma":[0.966206,0.001710804,0.004381985,0.01233234,0.0009514017,0.00007246506,0.00005652644,0.0001042404,0.01418432],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01962157,"threshold_uncertainty_score":0.10377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03279712664949101,"score_gpt":0.3507828207633811,"score_spread":0.31798569411389,"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."}}