{"id":"W4366431488","doi":"10.2139/ssrn.4414433","title":"Making Constitutional Judges Accountable for Deliberating","year":2023,"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":"Queen's University","funders":"","keywords":"Political science; Constitutional law; Law; Law and economics; Computer science; Sociology","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":[0.04105631,0.0005388786,0.001068349,0.002218922,0.01121355,0.01928985,0.004429002,0.01238548,0.01430154],"category_scores_gemma":[0.1662149,0.001002303,0.0009320572,0.001797645,0.01536722,0.01302881,0.00656383,0.01117818,0.002114741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006495947,"about_ca_system_score_gemma":0.02042239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01257815,"about_ca_topic_score_gemma":0.02230222,"domain_scores_codex":[0.9501447,0.02666738,0.002198604,0.005953371,0.007575826,0.007460146],"domain_scores_gemma":[0.8733219,0.08763292,0.008651565,0.01702901,0.00871518,0.004649421],"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":[0.00005619105,0.00006655933,0.002472053,0.00004644455,0.00006092871,0.0002555874,0.004957571,0.001808545,0.0003258737,0.9577766,0.01382015,0.01835346],"study_design_scores_gemma":[0.00004155281,0.00001510923,0.001271934,0.00006975604,0.00007154912,0.00004259711,0.001773687,0.003215702,0.0006611937,0.9601524,0.0326484,0.00003614508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1464663,0.001335868,0.1010203,0.1260407,0.001664494,0.0004235688,0.0003256183,0.000474944,0.6222482],"genre_scores_gemma":[0.9717951,0.0001896779,0.006691389,0.003394996,0.0002393002,0.0001775175,0.00004881587,0.0001083181,0.01735483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04105631,"threshold_uncertainty_score":0.2171291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05591310676735337,"score_gpt":0.3536865511394535,"score_spread":0.2977734443721001,"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."}}