{"id":"W4315838330","doi":"10.1007/978-3-031-16590-0_8","title":"Educating for Justice: Building Restorative Futures for Students to Thrive In","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Restorative justice; Futures contract; Economic Justice; Sociology; Recidivism; Pedagogy; Psychology; Criminology; Public relations; Political science; Law; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001461684,0.0001686357,0.00027017,0.0001730361,0.0009721391,0.0001000501,0.0004732179,0.0001338579,0.001308672],"category_scores_gemma":[0.0008255614,0.000172417,0.0001166932,0.00008152908,0.00004895711,0.00013977,0.0001394501,0.0001887126,0.000007652406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005224421,"about_ca_system_score_gemma":0.0008414894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007964734,"about_ca_topic_score_gemma":0.008852417,"domain_scores_codex":[0.9984637,0.00005367951,0.0003734103,0.0004004168,0.0004265966,0.0002821281],"domain_scores_gemma":[0.9985169,0.0007365011,0.0002123275,0.0001732916,0.0002457978,0.0001151947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002107003,0.00004673242,0.00009129901,0.00005106606,0.00001813072,1.224497e-7,0.05929391,0.0000124559,0.000003256877,0.8917125,0.04702443,0.001724988],"study_design_scores_gemma":[0.0001811547,0.000102218,0.0001519602,0.00006725225,0.00005212129,4.130805e-8,0.1226992,0.000001784528,0.000005753814,0.06825166,0.808214,0.0002728312],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004911562,0.0002283253,0.000921354,0.01072812,0.003594496,0.004085982,0.0001972703,0.00006145002,0.9752715],"genre_scores_gemma":[0.01380977,0.000092753,0.01304933,0.002314493,0.004157733,0.001663073,0.0001224814,0.00005984614,0.9647305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8234609,"threshold_uncertainty_score":0.9996043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1368895463154342,"score_gpt":0.5310985838551449,"score_spread":0.3942090375397107,"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."}}