{"id":"W7132996345","doi":"","title":"“Why Doing Good is So Hard”: Examining Community Efforts to Help Criminalized Individuals in Canada","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrenchment; Neoliberalism (international relations); Politics; Criminal justice; Voluntary sector; Poverty; Public sector; State (computer science); Welfare","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":[0.003015658,0.0005246891,0.0008639284,0.004798721,0.03775639,0.007662419,0.004041316,0.002085098,0.003387918],"category_scores_gemma":[0.0106357,0.0006623529,0.000566506,0.008386213,0.00979742,0.002672062,0.007453684,0.004460229,0.0002443278],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2059941,"about_ca_system_score_gemma":0.3058612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971942,"about_ca_topic_score_gemma":0.9992198,"domain_scores_codex":[0.9945751,0.0008459928,0.0001805243,0.0004414267,0.001485621,0.002471272],"domain_scores_gemma":[0.9884715,0.001624315,0.00132297,0.0002177589,0.003870906,0.004492627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000115218,0.000290957,0.2428899,0.0002794478,0.00006255368,0.0009046517,0.7069609,0.0002579632,0.0004251882,0.01001727,0.01003824,0.02775768],"study_design_scores_gemma":[0.000006788202,0.00002211636,0.1341892,0.0002869431,0.00002532806,0.00007132068,0.8517665,0.0002869959,0.00007769657,0.0003741396,0.01285225,0.00004083267],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791297,0.001132548,0.0001744682,0.00632336,0.00005816152,0.0001295838,0.0003236572,0.000009946979,0.01271858],"genre_scores_gemma":[0.9946495,0.001171247,0.0003146423,0.001010012,0.00001143029,0.00005030629,0.0001512444,0.00001105763,0.002630665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2059941,"threshold_uncertainty_score":0.9209343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0516056942422646,"score_gpt":0.3648753681673045,"score_spread":0.3132696739250399,"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."}}