{"id":"W2207754643","doi":"","title":"The Nature of Inquisitorial Processes in Administrative Regimes: Global Perspectives Research Workshop Report","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Ombudsman and Human Rights","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; University of Windsor","funders":"","keywords":"Adversarial system; Administrative law; Political science; Commonwealth; Law; Legislature; State (computer science); Common law; Supreme court; Jurisprudence; Public administration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01062915,0.000480712,0.0007284647,0.003624779,0.007888397,0.02456083,0.001652143,0.004643565,0.01231164],"category_scores_gemma":[0.005516306,0.0004672438,0.0008016332,0.006858674,0.02466251,0.02121868,0.008080705,0.008575425,0.0009067156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0103815,"about_ca_system_score_gemma":0.007034778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00801652,"about_ca_topic_score_gemma":0.00918223,"domain_scores_codex":[0.9914824,0.00569353,0.0001717363,0.0007572999,0.0006430346,0.001251941],"domain_scores_gemma":[0.989393,0.008176308,0.0005606762,0.0006450181,0.0006428816,0.0005820211],"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":[0.00006172234,0.0001070645,0.002735702,0.0004767471,0.00002009992,0.0004011777,0.1278491,0.0003537828,0.0003674959,0.8167874,0.01486003,0.03597955],"study_design_scores_gemma":[0.00001710939,0.0000730425,0.008945537,0.001638817,0.00002786549,0.0004240521,0.2986982,0.0004449863,0.0006743909,0.07801542,0.6109931,0.00004747679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1269492,0.08402253,0.007535071,0.1557478,0.001914684,0.0001024489,0.0003225235,0.00007638698,0.6233295],"genre_scores_gemma":[0.92085,0.04213435,0.001799186,0.007472965,0.001243819,0.0001475712,0.0001626321,0.0001403182,0.02604914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02456083,"threshold_uncertainty_score":0.07532346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07104868652170832,"score_gpt":0.4176713423627071,"score_spread":0.3466226558409988,"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."}}