{"id":"W2568193103","doi":"","title":"Manitoba Works: Evaluating the Effectiveness of a New Workforce Development Program for Social Assistance Clients with Multiple Barriers","year":2016,"lang":"en","type":"article","venue":"2016 Fall Conference: The Role of Research in  Making Government More Effective","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Workforce development; Workforce; Business; Public relations; Economic growth; Political science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00876476,0.001828321,0.001071348,0.001559757,0.008660284,0.002854951,0.005862697,0.003048452,0.004386797],"category_scores_gemma":[0.01443428,0.001552953,0.001237836,0.002001339,0.002742193,0.00213412,0.004365391,0.00409565,0.0007922197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03524845,"about_ca_system_score_gemma":0.1088132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.686713,"about_ca_topic_score_gemma":0.8635764,"domain_scores_codex":[0.9934642,0.00317097,0.000266322,0.0004181614,0.001230455,0.001449885],"domain_scores_gemma":[0.9860942,0.004352028,0.001180684,0.0005745172,0.002978198,0.004820311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04720114,0.3055154,0.3633258,0.003794749,0.001993682,0.001966209,0.05290411,0.007278501,0.00665689,0.001638001,0.005682735,0.2020427],"study_design_scores_gemma":[0.02940528,0.1970039,0.6286634,0.001549525,0.00264594,0.0001804711,0.1167114,0.007670671,0.004139078,0.0009555905,0.01082864,0.0002460643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932454,0.0001401984,0.0001269157,0.0006588071,0.00005382165,0.003165054,0.0002256049,0.00002231698,0.002361768],"genre_scores_gemma":[0.9845012,0.0008044108,0.002871205,0.001110408,0.0000546763,0.006511053,0.000519117,0.00001587607,0.003612008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.313287,"threshold_uncertainty_score":0.630264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0762223478517318,"score_gpt":0.4240034601721952,"score_spread":0.3477811123204634,"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."}}