{"id":"W2277148813","doi":"10.14288/1.0077625","title":"Procedural safeguards in the administrative process","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Ombudsman and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Business; Procedural justice; Process management; Computer science; Political science; Psychology; Perception","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":[],"consensus_categories":[],"category_scores_codex":[0.0004206288,0.00002578592,0.0001168876,0.00002500292,0.0005839871,0.0001346307,0.0005317288,0.00009090248,0.0004468591],"category_scores_gemma":[0.00004659758,0.00006911992,0.00005418378,0.0002506448,0.000872804,0.0003198703,0.00002137027,0.0002344036,0.00001665341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002280425,"about_ca_system_score_gemma":0.000306392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1036373,"about_ca_topic_score_gemma":0.9794714,"domain_scores_codex":[0.9991309,0.00008488102,0.00007143732,0.000191381,0.000310591,0.0002107828],"domain_scores_gemma":[0.9995674,0.00004904816,0.00006837375,0.0001249699,0.000124133,0.00006602558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006075281,0.001568035,0.1146885,0.0002641174,0.00006886004,0.0009653622,0.3442455,0.000001603537,0.0002606939,0.008186769,0.02982908,0.4998608],"study_design_scores_gemma":[0.0003217634,0.00003790752,0.9426829,0.00002900414,0.000008116461,0.000009286789,0.04725633,0.000004324035,4.360747e-7,0.005705905,0.003844214,0.00009983687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933939,0.000007971817,0.000002679944,0.0007324649,0.0001057657,0.0002548878,0.00001930615,0.00002869839,0.06490926],"genre_scores_gemma":[0.9977446,0.00001047417,0.00004886131,0.00008323291,0.00007629202,6.74873e-7,0.000003221443,0.000003681246,0.002028986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8758342,"threshold_uncertainty_score":0.9023317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603940004176163,"score_gpt":0.2479794246759964,"score_spread":0.2319400246342347,"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."}}