{"id":"W7110555763","doi":"","title":"The Good, the Bad, and the Ugly: A Comparative Constitutional Analysis of Whistleblowing Speech, the Government's Managerial Domain, and the Imperatives of Democratic Self-Government","year":2025,"lang":"","type":"article","venue":"eYLS (Yale Law School)","topic":"Law, Rights, and Freedoms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supreme court; Government (linguistics); Doctrine; Public interest; Context (archaeology); Democracy; Praise; Warren Court","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008991329,0.0004410048,0.0007494843,0.002648427,0.02052788,0.0202827,0.002371241,0.007575861,0.004748669],"category_scores_gemma":[0.009824242,0.0004779486,0.0006670188,0.002504606,0.04815882,0.007992145,0.0047177,0.01008397,0.0004158847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04497137,"about_ca_system_score_gemma":0.02986792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3197563,"about_ca_topic_score_gemma":0.3838634,"domain_scores_codex":[0.9873618,0.005318909,0.0002307058,0.0009844622,0.003079607,0.003024601],"domain_scores_gemma":[0.9943137,0.003772517,0.0002634668,0.0003995308,0.0008304882,0.0004203903],"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":[0.000005295365,0.00000439825,0.00005348256,0.000006139204,0.000001666527,0.00003272705,0.00246505,0.00005061102,0.0000427046,0.9960207,0.0007104166,0.0006066845],"study_design_scores_gemma":[0.00007481834,0.00006653657,0.003815266,0.0005099755,0.0000867036,0.0001137571,0.02337834,0.001297025,0.000712949,0.7480609,0.2217831,0.0001005375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09052806,0.01151277,0.004821411,0.02771295,0.0003874115,0.00007562472,0.0001700374,0.00003069437,0.864761],"genre_scores_gemma":[0.9630173,0.002219333,0.0007831208,0.004504156,0.0002726287,0.0001042104,0.00005754904,0.00004484211,0.02899681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3197563,"threshold_uncertainty_score":0.6357902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007498316359374868,"score_gpt":0.2480375651200599,"score_spread":0.240539248760685,"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."}}