{"id":"W1550742220","doi":"10.1111/capa.12060","title":"Speaking what truth to whom? The uneasy relationship between practitioner and academic knowledge in public administration","year":2014,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Université de Montréal","funders":"","keywords":"Humanities; Political science; Administration (probate law); Persuasion; Sociology; Philosophy; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004784919,0.0002148295,0.0002086091,0.0007939042,0.002111822,0.003344736,0.0005445095,0.0004052165,0.0001562981],"category_scores_gemma":[0.009640055,0.0002091079,0.00005022945,0.001728649,0.0005134672,0.003866193,0.00004196365,0.0007478381,0.0001118028],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006315716,"about_ca_system_score_gemma":0.01065309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00340426,"about_ca_topic_score_gemma":0.7244107,"domain_scores_codex":[0.9961899,0.00118298,0.0005871531,0.0005125204,0.0005804258,0.0009470355],"domain_scores_gemma":[0.9957204,0.001773933,0.0001995338,0.0003590921,0.0002993311,0.001647695],"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":[0.000007002498,0.00002546047,0.04478925,0.00001034052,0.000007233913,0.000002855618,0.001744905,2.589678e-7,0.000004147195,0.9361036,0.001319435,0.01598552],"study_design_scores_gemma":[0.0002857483,0.0001436339,0.1808907,0.00004544954,0.00001027227,0.00001004061,0.008366667,0.0001350342,0.00002121196,0.008938931,0.8008365,0.0003157852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.409301,0.0000943258,0.0008618655,0.554485,0.0003866658,0.0008894357,0.00004242938,0.00008510189,0.03385413],"genre_scores_gemma":[0.9961175,0.00003311932,0.00009505077,0.001302767,0.001114404,0.0001449504,0.0002002551,0.00002136626,0.000970547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9271647,"threshold_uncertainty_score":0.9991873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513104096637621,"score_gpt":0.4117740676576194,"score_spread":0.2604636579938573,"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."}}