{"id":"W2465127004","doi":"10.17953/aicrj.40.1.howell","title":"Stories of Transformation: Aboriginal Offenders' Journey from Prison to the Community","year":2016,"lang":"en","type":"article","venue":"American Indian Culture and Research Journal","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Download; Prison; Citation; World Wide Web; Computer science; Sociology; Media studies; Library science; Criminology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003595567,0.00007552656,0.0001522924,0.000138934,0.01382561,0.0001421207,0.000439846,0.00006125655,0.0001092754],"category_scores_gemma":[0.00003857688,0.0000334891,0.00004436053,0.0005249527,0.001438302,0.0003081194,0.000002161706,0.0008140713,0.00001619115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919269,"about_ca_system_score_gemma":0.005189383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1690035,"about_ca_topic_score_gemma":0.5584891,"domain_scores_codex":[0.9964486,0.002017384,0.0002315202,0.00008246928,0.0007628454,0.0004571824],"domain_scores_gemma":[0.9983242,0.0003869113,0.0001404489,0.0001494443,0.0005916818,0.0004073337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003606567,0.00005084926,0.001383496,0.000006339111,0.00002645254,0.000002049619,0.9721774,1.530747e-7,0.00002460886,0.01130766,0.002928474,0.01205644],"study_design_scores_gemma":[0.0001110074,0.0002136351,0.003603617,0.00005298509,0.00000398988,0.000009628588,0.2948761,4.03377e-8,0.0001320135,0.0008250272,0.7001245,0.00004744814],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519694,0.0004039962,0.000228032,0.01851632,0.0003341282,0.0003276365,0.00003386276,0.000009011486,0.02817759],"genre_scores_gemma":[0.9742525,0.02168589,0.0002396848,0.00008873019,0.001216493,0.000002093136,0.000002177415,0.00000572928,0.002506728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6971961,"threshold_uncertainty_score":0.9874582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05330368411726735,"score_gpt":0.4227972068727532,"score_spread":0.3694935227554859,"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."}}