{"id":"W2109947938","doi":"10.7202/1013196ar","title":"End-users, Public Services, and Industrial Relations: The Restructuring of Social Services in Ontario","year":2012,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Restructuring; Grassroots; Public sector; Industrial relations; Business; Government (linguistics); Corporate governance; Public relations; End user; Agency (philosophy); Voluntarism (philosophy); Political science; Sociology; Politics; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001213398,0.0001031156,0.0001426814,0.000219065,0.0009001782,0.00006482377,0.0002011705,0.0005068867,0.0004438007],"category_scores_gemma":[0.00008938432,0.0000909642,0.0000281063,0.000804587,0.0002199701,0.0006389536,0.00006178259,0.0007768319,0.00001079482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002564207,"about_ca_system_score_gemma":0.00072373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04806239,"about_ca_topic_score_gemma":0.4190242,"domain_scores_codex":[0.998424,0.0003267397,0.0004338828,0.0001400742,0.0003414713,0.0003338177],"domain_scores_gemma":[0.9991282,0.0002967503,0.0002293765,0.000135184,0.0001180746,0.00009236729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005270581,0.00003203081,0.6777954,0.000004260092,0.00001541499,2.148406e-7,0.06564717,0.000003458747,0.000002587514,0.2478631,0.0001786334,0.008452538],"study_design_scores_gemma":[0.0003513801,0.000009346888,0.3964164,0.00005457849,0.00001267025,0.000001001952,0.0757195,0.00001025421,0.000009572079,0.001110987,0.5261887,0.0001156201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531618,0.0004065137,0.000002761639,0.02867102,0.0002730707,0.0002762408,0.000007736324,0.00003461969,0.01716618],"genre_scores_gemma":[0.998238,0.00006726688,0.0000630324,0.0001087493,0.0003669109,0.0000160485,0.00002729555,0.00000868389,0.001104003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5260101,"threshold_uncertainty_score":0.9582766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107744139836038,"score_gpt":0.3170993586618165,"score_spread":0.2063249446782127,"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."}}