{"id":"W2223482880","doi":"","title":"Dilemmas of Evaluation, Accountability and Politics: Contracting Out Social Services in Ontario","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Accountability; Business; Legislation; Government (linguistics); Equity (law); Service delivery framework; Social Welfare; Public relations; Public administration; Politics; Public sector; Service (business); Political science; Marketing; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005087807,0.00008735531,0.0002694251,0.0001254818,0.0002101298,0.00005583184,0.0000958031,0.00007240292,0.0001487366],"category_scores_gemma":[0.0001120077,0.0001027176,0.00005466693,0.00008037689,0.00003458727,0.0002904422,0.0000188571,0.0009178546,0.000005946488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001960278,"about_ca_system_score_gemma":0.001273971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03984816,"about_ca_topic_score_gemma":0.5655856,"domain_scores_codex":[0.9985082,0.00007949405,0.000489601,0.0001062969,0.0000610572,0.0007553168],"domain_scores_gemma":[0.9994315,0.0000645505,0.0003213873,0.00007444822,0.00007456836,0.00003353623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007653729,0.00005873893,0.7137194,0.000007607511,0.00005573188,1.325271e-7,0.01294407,0.000002083328,0.000004819413,0.2721722,0.000001829113,0.001025659],"study_design_scores_gemma":[0.0007998898,0.0000335665,0.359277,0.000009153558,0.000008467919,0.000009525909,0.006409426,0.00002854134,0.000007329271,0.6320165,0.00129083,0.0001097787],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889728,0.001193107,0.00006455948,0.0001380413,0.0001074667,0.0001002831,0.000003173093,0.000003305232,0.009417282],"genre_scores_gemma":[0.9994427,0.0002111681,0.00003129728,0.00003825221,0.00003856742,0.000002327331,0.000003475778,0.000007303997,0.0002249339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5257373,"threshold_uncertainty_score":0.9665456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04280417830298609,"score_gpt":0.2778639896895869,"score_spread":0.2350598113866008,"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."}}