{"id":"W1672701139","doi":"10.1111/capa.12090","title":"Neither public nor private: The efficacy of mixed model public service delivery in two <scp>C</scp>anadian municipalities","year":2014,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service delivery framework; Bureaucracy; Business; Public sector; Constraint (computer-aided design); Competition (biology); Corporate governance; Private sector; Service (business); Public administration; Public economics; Economics; Marketing; Finance; Economic growth; Political science; Engineering; Politics","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003722167,0.000283549,0.0003239786,0.0009348392,0.001172233,0.001308736,0.00162614,0.0002782198,0.0002371953],"category_scores_gemma":[0.007418222,0.0002707977,0.0001186774,0.002292011,0.0007331365,0.00164336,0.0000750769,0.0004907436,0.00006003552],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006015502,"about_ca_system_score_gemma":0.01834014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.126602,"about_ca_topic_score_gemma":0.9857751,"domain_scores_codex":[0.9951804,0.001133124,0.0007206302,0.000489742,0.0008718681,0.001604291],"domain_scores_gemma":[0.9951687,0.001198703,0.0002959604,0.0007852003,0.0007047995,0.001846621],"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":[0.000004135361,0.00009950748,0.007345066,0.00002019787,0.00002907324,0.000003861161,0.002789216,0.00002157207,0.00002873506,0.9826501,0.004107703,0.00290084],"study_design_scores_gemma":[0.001147761,0.0001038275,0.01368375,0.00002605122,0.00001470629,0.000006134914,0.01099605,0.01665438,0.00007411918,0.006471273,0.9505476,0.000274316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7667329,0.0000444102,0.0001902618,0.1680175,0.0001792827,0.0006588838,0.0001563774,0.00006840453,0.06395195],"genre_scores_gemma":[0.9930722,0.00001945199,0.0001262596,0.002522609,0.000359189,0.0001207892,0.0002165609,0.00003423764,0.003528779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9761788,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07872358325017748,"score_gpt":0.3451175524705928,"score_spread":0.2663939692204154,"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."}}