{"id":"W4302430853","doi":"10.36745/ijca.463","title":"Book Review: Juries, Lay Judges, and Mixed Courts","year":2022,"lang":"en","type":"article","venue":"International Journal for Court Administration","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Politics; Law; Public opinion; Political science; Public administration; Sociology; History","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008748984,0.00008099489,0.0001199187,0.00005874085,0.00182509,0.0001309495,0.0002350338,0.00002536935,0.000951591],"category_scores_gemma":[0.0003066811,0.00008271316,0.00008413636,0.00005812501,0.0001688397,0.0002771723,0.00006047963,0.0001608354,0.00000501383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408991,"about_ca_system_score_gemma":0.0006203022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006963455,"about_ca_topic_score_gemma":0.0001975496,"domain_scores_codex":[0.9985363,0.00009772766,0.0002783923,0.0001349484,0.0007977752,0.0001547881],"domain_scores_gemma":[0.9991215,0.0001168691,0.0001976788,0.00004037189,0.0004314601,0.00009213743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001011721,0.00007347927,0.0003762443,0.000007562884,0.00009807413,0.00002912107,0.0003931196,0.000006064075,0.00002359104,0.08479589,0.9104759,0.003619785],"study_design_scores_gemma":[0.0002618468,0.0001151028,0.0004332396,0.00004214102,0.00003371635,0.0001086331,0.0005832649,0.000007706048,0.00002093189,0.01047114,0.9878237,0.00009859673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01251598,0.3180526,0.001508763,0.6200721,0.01417955,0.001409163,0.000521145,0.0001256428,0.03161504],"genre_scores_gemma":[0.8662935,0.07500914,0.0004366193,0.04266811,0.003759205,0.0002896929,0.0002179304,0.00002028815,0.01130551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8537775,"threshold_uncertainty_score":0.9999617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641709906142968,"score_gpt":0.3510344072385747,"score_spread":0.324617308177145,"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."}}