{"id":"W4405099146","doi":"10.22215/etd/2024-16322","title":"“I’m really biased, like I’m just here for 3 hours” - Exploring Perspectives and Experiences of Outside Students in Walls to Bridges","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Transformative learning; Prison; Harm; Pedagogy; Sociology; Psychology; Political science; Social psychology; Criminology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005435101,0.0009084485,0.0009809303,0.0009578851,0.01744413,0.0121959,0.001839782,0.003024167,0.006277233],"category_scores_gemma":[0.009276835,0.0005594118,0.0008412877,0.0006516703,0.01709529,0.009099739,0.01331174,0.009118025,0.00122027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002672622,"about_ca_system_score_gemma":0.003066211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002814194,"about_ca_topic_score_gemma":0.005193276,"domain_scores_codex":[0.989899,0.00699649,0.0001594662,0.000582849,0.0007771676,0.001585014],"domain_scores_gemma":[0.9952607,0.001892085,0.0005164685,0.0002603111,0.0004447332,0.001625809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002806961,0.00009276033,0.002014677,0.00006268391,0.000006069843,0.0005842819,0.9864575,0.00003653573,0.0005697584,0.00415338,0.001874185,0.004120151],"study_design_scores_gemma":[0.000003953148,0.00007543269,0.001042384,0.0001514067,0.000005875844,0.0003896818,0.9659664,0.00005808288,0.0003139455,0.0007813936,0.03118917,0.00002218612],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525841,0.0005907098,0.003285152,0.007923069,0.0003801436,0.00009341476,0.00004461563,0.00006655563,0.03503233],"genre_scores_gemma":[0.9841155,0.0004950428,0.0009189214,0.002105832,0.00008178,0.0001000149,0.00003032073,0.00008051764,0.01207204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01744413,"threshold_uncertainty_score":0.02874386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05932592387740935,"score_gpt":0.4016784842693085,"score_spread":0.3423525603918992,"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."}}