{"id":"W2328718917","doi":"10.1177/0095399714541268","title":"Pragmatist Tools for Public Administration","year":2014,"lang":"en","type":"article","venue":"Administration & Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Pragmatism; Democracy; State (computer science); Public administration; Certainty; Epistemology; Value (mathematics); Sociology; Political science; Law; Computer science; Philosophy; Politics; Algorithm","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0668413,0.001690912,0.001073132,0.005418863,0.00822483,0.02150306,0.003830138,0.007140324,0.01016683],"category_scores_gemma":[0.07836506,0.0009133674,0.001438692,0.00385641,0.05927347,0.03089608,0.01501966,0.01437426,0.003411284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009055251,"about_ca_system_score_gemma":0.01039318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611388,"about_ca_topic_score_gemma":0.001460042,"domain_scores_codex":[0.942582,0.04468905,0.003073979,0.002853554,0.005690085,0.001111301],"domain_scores_gemma":[0.9145975,0.06127453,0.004426998,0.01320207,0.005114776,0.001384274],"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":[0.000002649466,0.000006321982,0.00002103492,0.00003379316,0.000001839732,0.00001335605,0.001348323,0.0002182129,0.00002496973,0.994023,0.0008693286,0.003437178],"study_design_scores_gemma":[0.000008586886,0.000009182701,0.00002375668,0.000137243,0.000002138032,0.00002868964,0.0005370693,0.0006943535,0.0000866742,0.9480146,0.0504453,0.00001240161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004009188,0.003571594,0.7134784,0.08176944,0.001386785,0.000360692,0.0001067161,0.001365226,0.1939519],"genre_scores_gemma":[0.3649015,0.003328159,0.5933677,0.008504455,0.001707664,0.002445898,0.000244238,0.0004917996,0.02500854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0668413,"threshold_uncertainty_score":0.3534948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09590208468179481,"score_gpt":0.4056182167439147,"score_spread":0.3097161320621199,"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."}}