{"id":"W7126136542","doi":"","title":"Administrative Law: Cases, Text, and Materials, 8th Edition","year":2021,"lang":"","type":"article","venue":"eYLS (Yale Law School)","topic":"Ombudsman and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Administrative law; Casebook; Statutory interpretation; Statutory law; Tribunal; Judicial review; Doctrine; Supreme court; Legislature","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006243159,0.0004376526,0.0005966973,0.00004656086,0.002496273,0.001375176,0.000305388,0.0004108342,0.02093596],"category_scores_gemma":[0.0001294364,0.0004409892,0.0001407014,0.0002572368,0.001682983,0.001043069,0.0001681359,0.0004346788,0.001272562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201171,"about_ca_system_score_gemma":0.0007310039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007674452,"about_ca_topic_score_gemma":0.1005181,"domain_scores_codex":[0.9962862,0.0006302735,0.0006407541,0.0009427629,0.0007023449,0.0007977078],"domain_scores_gemma":[0.9979351,0.0002470126,0.0002819201,0.0004745323,0.0003008179,0.0007605719],"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":[0.00005750462,0.0002286469,0.00003504053,0.00008781447,0.00007075522,0.0007642132,0.00338845,1.659454e-7,0.001147843,0.9852766,0.008756349,0.0001865536],"study_design_scores_gemma":[0.001523148,0.0005576127,0.001607098,0.0004282994,0.0002488143,0.0001628716,0.007818685,0.000003200456,0.03045991,0.1582117,0.7977826,0.001196067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7142255,0.003453645,0.00001577137,0.002708075,0.006273095,0.0007239636,0.0007486066,0.000174441,0.2716769],"genre_scores_gemma":[0.9680336,0.0007571952,0.0002481477,0.001659363,0.004539965,0.00002796723,0.0001284792,0.00003892824,0.02456634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.827065,"threshold_uncertainty_score":0.9998042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03155307214084373,"score_gpt":0.2974684636043396,"score_spread":0.2659153914634959,"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."}}